Context
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开发NFT
Context 应用程序允许用户观察任何加密钱包的交易。
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Officials

Context@context· 2 months ago

RT @worm_emoji: hiring for @context — get in before we announce the product :) open roles include a React Native engineer and a full stack engineer happy employment wednesday https://t.co/cMw0u3kEpP

Context@context· 3 months ago

RT @worm_emoji: rip @mintdotfun june 2022 - may 2025 built by @context june 2022 acquired by @zora may 2024 sunset may 2025 the crypto product i'm most proud of working on by far. briefly originated 40-50%+ of all NFT mints across the 4 chains it supported. thanks to all who used it! https://t.co/iqa3JiwXDN

Context@context· 3 months ago

Wow.

Context@context· 5 months ago

Congrats to @rainbowdotme on their launch. For us? We might post again in this thread. We might DM you. We might ask for money or your secret phrase or to send tokens.

Context@context· 6 months ago

Is spending VC money on a gold checkmark a good idea?

Context@context· 7 months ago

More @context coming in 2025.

Context@context· 9 months ago

RT @rugdotfun: the new @rugdotfun is live ! ⭐ launch your memecoin and share it with Dotto Dotto, our AI agent and memecoin oracle, apes into coins based on your conversations https://t.co/KHPUnCuex7

Context@context· 10 months ago

RT @worm_emoji: go to @dottodotbot and reply to their posts. dotto will write back. more dotto soon xoxo

Context@context· 11 months ago

RT @rugdotfun: token creation is now open to everyone launch a coin and win bonus liquidity on @rugdotfun https://t.co/9gJeNsOVb5

Context@context· 11 months ago

RT @rugdotfun: we’re live 🏁 introducing @rugdotfun ⭐️ where you launch coins that have fun or risk getting rugged https://t.co/MCdq3ZMMZZ

Context@context· 11 months ago

RT @rugdotfun: bro we've got 19+ ETH in the prize pool powered by Dotto mints ⭐️ https://t.co/uhxnRpYjzT

Context@context· 11 months ago

RT @rugdotfun: we’re launching a brand new game, unlike anything you’ve seen before. memecoins are about to get a lot more https://t.co/c9jePNP8uu but first, meet Dotto. Dotto is important to the game collect Dotto and get ahead. you’ll unlock special advantages and priority access when we launch

Context@context· about 1 year ago

RT @worm_emoji: Hello everyone. We are a couple of weeks away from launching the new version of @rugdotfun and have opened two roles on our team. Specifically we are hiring a senior product engineer and a senior product designer. WHAT WE ARE BUILDING We are @context, the original team behind @mintdotfun (acq. Zora), funded by @variantfund, @dragonfly_xyz, and @sama. We grew the initial version of https://t.co/uG8wTb8cny to a peak of 100K DAU. Now we are building https://t.co/SPStkXrdbE – a competitive token launcher on @base. The first prototype of https://t.co/SPStkXrdbE saw $4mm of ETH deposited in 24 hours. The newest version of https://t.co/SPStkXrdbE has amped up the insanity and it's unlike anything else that exists. Can share more in the interview process. Senior product engineer We are looking for someone with years of experience building modern React/Next.js/Typescript apps that can help us iterate on features and ship reliable products. Our frontend + backend are in typescript and all engineers touch the entire stack. Salary range for this role is $175K-$275K depending on experience. Full job listing is here: https://t.co/4s0UzDTIPm TO APPLY: Send us a link to things you've built to rugengineer@rug.fun. If we don't respond, assume it's a pass for now. We won't respond without links to stuff you've built. Senior product designer We are looking for a product designer to join our product + design team. The ideal candidate can fluidly move between prototype and final product. You'll work closely with me turning wacky product ideas into something coherent for our users. Salary range for this role is $175K-$275K depending on experience. Full job listing is here: https://t.co/j9VDX9t3zG TO APPLY: Send us a link to your portfolio to rugdesigner@rug.fun. If we don't respond, assume it's a pass for now. We won't respond without links to your portfolio. Thank you for reading and happy worm wednesday.

Context@context· about 1 year ago

we have a new site :)

Context@context· about 1 year ago

RT @rugdotfun: the next game is wednesday, june 26 3pm PT / 10pm UTC https://t.co/Y7EA64iyzB

Context@context· about 1 year ago

RT @mememrkt: After careful consideration, we are deciding to sunset the https://t.co/Jl19mt2p7R interface. https://t.co/JgC8JhnV7T

Context@context· about 1 year ago

RT @rugdotfun: we're live 🧠 introducing https://t.co/WHPd10K1vn v2 a game to launch coins and steal liquidity in each game, ten coins compete for the most (#1) or least (#10) liquidity to win middle coins get rugged https://t.co/8KQGBXIc8M

Context@context· over 1 year ago

RT @rugdotfun: we're live 🧠 introducing https://t.co/WHPd10K1vn a game to launch coins and compete for liquidity in each game, ten coins compete for the most (#1) or least (#10) liquidity to win middle coins get rugged https://t.co/UUVPbj2sm2

Context@context· over 1 year ago

https://t.co/iQBvElZbjL has been acquired by Zora 🤝

Context@context· over 1 year ago

RT @mintdotfun: Mint Fun has been acquired by @ourzora! https://t.co/yzd23hCTzg is and continues to be where you discover what's trending on Ethereum. Mint across chains, and have even more fun. https://t.co/EfeL3GoVG7

Context@context· over 2 years ago

RT @dreams__ps: So proud to have helped build the first web3 social feed. If you were a fan of the community you found with context, we've made sure you can export your following list. Also, all the best features of context are now comfortably ****d into our flagship product @mintdotfun :)

Context@context· over 2 years ago

1/ Today, we are announcing the discontinuation of https://t.co/nI5bf57eaI, effective April 15th. While it's tough to let the product go, we want to extend our sincere thanks to everyone who used and supported it.

Context@context· over 2 years ago

3/ We're still operating our Discord and Telegram bots under the https://t.co/iQBvElZbjL brand, and not going anywhere as a company (still hiring!). Context is the company that builds @mintdotfun and @uselanyard. Learn more about us here: https://t.co/Onz6vudc4W

Context@context· over 2 years ago

4/ Thank you.

Context@context· over 2 years ago

RT @mintdotfun: 🔔 alert for all creators: 🔔 🚨 https://t.co/owSVFYP6NU now lets you customize your project! 🚨 you can now customize the: • layout options (this is huge!) • button design • description • images on your page https://t.co/uioG3ewF3p

Context@context· over 2 years ago

RT @worm_emoji: Work @context and help us build @mintdotfun. https://t.co/cMw0u3kEpP

Context@context· over 2 years ago

RT @worm_emoji: Just posted this on Hacker News. Please come work at Context. https://t.co/EpPDyQ1Zc3

Context@context· over 2 years ago

RT @mintdotfun: New on https://t.co/yzd23hkKl8. Offers! See which NFTs in your wallet have offers, across every marketplace. Powered by @reservoir0x. https://t.co/KIsFrkfFqQ

Context@context· over 2 years ago

RT @mintdotfun: https://t.co/yzd23hkKl8 is pleased to announce... ✨PROFILE PAGES✨ ⤷ see everything a wallet has minted ⤷ any projects they’ve created ⤷ follow your friends and favorite creators start explorin 🗺 https://t.co/tVzjelWfbT

Context@context· almost 3 years ago

RT @mintdotfun: 1/ Today, https://t.co/yzd23hCTzg has 3 announcements to make. Buckle up and clear your calendar. It's time for a thread. 👇

Context@context· almost 3 years ago

"You're underselling it. It doesn't take seconds, it takes less than a second" <- some internal feedback

Context@context· almost 3 years ago

This week, we shipped significant performance improvements to the Context Discord bot. Previously, events took minutes (!) to appear in servers. Mints + sales now appear seconds after tx confirmation. Add our Discord bot to your server, https://t.co/qsUCBWo6wI and try it out.

Context@context· almost 3 years ago

RT @mintdotfun: check if you're on the Friendship Braclets allowlist and mint directly from https://t.co/yzd23hkKl8 :) https://t.co/Occw0xOL3z

Context@context· almost 3 years ago

RT @mintdotfun: https://t.co/yzd23hkKl8 accelerates mint-outs for projects every day here's how to make sure your contract and allowlist are set up to work well on our platform: https://t.co/avtjsWkcxj

Context@context· almost 3 years ago

RT @mintdotfun: Creators – it's now even easier to use https://t.co/yzd23hkKl8 as the launch page for your next NFT project: 1. You can now add mint options to your page before launch 2. If you have an allowlist, mint options for people on it will now appear separate from public mint options

Context@context· almost 3 years ago

RT @dwr: love @uselanyard from @context and @ourZORA

Context@context· almost 3 years ago

RT @jackqack: 🔵 https://t.co/hddBhQgbaR now supports @uselanyard to create Merkle Tree for an NFT holder snapshot 1. take NFT holder snapshot 2. create a Merkle tree for the list in 1 click 3. use Lanyard to further integrate allowlist Try it at https://t.co/hddBhQgbaR https://t.co/k4PcKRX1GN

Context@context· almost 3 years ago

RT @mintdotfun: mint the bear sell the bull it's not hard!

Context@context· almost 3 years ago

RT @mintdotfun: come work at https://t.co/yzd23hkKl8 find an open position below and DM us https://t.co/jYoRb2730x

Context@context· about 3 years ago

announcing https://t.co/iQBvEmgelL, the world's first mint aggregator mint new NFT projects as soon as they drop – all from a single interface bonus: we let you filter on free projects, which may be ideal this week ;) https://t.co/18GHSyJVXS

KOLs

Nansen 🧭@nansen_ai· 25 days ago

Zooming out matters. Context lives onchain: https://t.co/YHIFRGBcZ2

Arthur B.@ArthurB· 26 days ago

For context, Meta saves $1B by advancing software engineering automation by two weeks. They're not going to give it to you as a personal AI. Nor will they ultimately be able to control it. Myopic hill climbing.

Trung Phan@TrungTPhan· 26 days ago

RT @RichLightShed: Context aware reaction options is brilliant use of AI vs the tired "like" Love it @workweekinc

Agoric@agoric· 26 days ago

We've advanced AI infrastructure with a new yield optimization feature: - Activated internal chat tools to test AI opportunities - Optimizing model prompts for better performance and precision Our aim isn't to replace decisions but to let YMAX AI highlight key matters, allowing users to act with context and control.

Steven Sinofsky@stevesi· 26 days ago

Seattle transit is a mass failure in cost, operations, delays, safety, and ridership. It is time our leadership admit this and stop looking at improvements from the pandemic as "improvements" when the trends pre-pandemic were clear. Transit policy is a failure. Ferry ridership was down in 2019 (23,884,789 riders) from 2018 (24,687,038). 2024 ridership was, checks notes, 19,100,000 riders. Instead of counting 90K days how about counting a *decrease* of 20% from a previously declining number. Metro all up is touting "increases" in weekday boardings which are nowhere near pre-pandemic levels. June 2025 was 311,000 down 18% YoY and still not near 2018 404,000 which went down in 2019 to 399,000. This includes significantly expanded (and still delayed) Link Light Rail. Bus ridership is abysmal even as entire downtown arteries have been taken up by bus-only, major revisions have been put in place making movement worse for everyone, and still more lane takeovers are planned. Parking for cars has been removed as well. 2024 Metro ridership was 88.9M while 2019 was 123M which capped off a 3 year trend of flat. I have a camera roll filled with photos of empty double busses taking up intersections because they are too big to turn. All of this is in the context of increased fares. Decreased service reliability. And most of all decreased safety (and cleanliness) across modes and especially at stations. All while the population has increased in King County (2.23 -> 2.28M since 2019, +2.25%). Metro annual ridership is not even at **2000** levels when the population of King County was 1.7M. As your tweet shows, with these numbers we get more "growth" press releases but actual reporting is now more difficult to come by. The numbers are reported less frequently and with less granularity (first three are old style reporting). Data is now only reported with post-pandemic numbers so as to tell an incomplete story (last graph). All numbers below from KC web sites/reports.

Boson dACP@BosonProtocol· 26 days ago

The agent stack had MCP for context and A2A for communication, but was missing a crucial layer for commerce. 🧠 Boson dACP (Decentralized Agentic Commerce Protocol) fills this gap as the commerce layer, enabling agents to exchange any asset with verifiable fairness. ➡️ Boson dACP: The decentralized commerce layer of the agent stack. Follow Boson for updates on decentralized agentic commerce.

Rich Greenfield, LightShed 🔦@RichLightShed· 26 days ago

Context aware reaction options is brilliant use of AI vs the tired "like" Love it @workweekinc

Y Combinator@ycombinator· 27 days ago

RT @ethanmgibbs: Embedder (YC S25) just launched the world's first hardware-aware coding agent. By understanding and interacting directly with your hardware, it achieves state of the art performance in an embedded systems (C/C++) context. @embedderdev https://t.co/UnaA7upxyT

Ultra@Ultra_io· 27 days ago

RT @whispersofdcay: Development Update 1.41: Introducing Zombie “Eat Mode” AI Behavior! We’ve taken immersion to the next level by introducing a new AI feature "Eat Mode". Now, zombies can be seen feeding on fallen corpses and react dynamically when the player gets too close. #WhispersOfDecay Thread: 1/ 🛠️ Development Update 1.41: We’re excited to roll out Eat Mode that brings more lifelike moments (and chaos) to the battlefield. 2/ 🧟‍♂️ What is Eat Mode? Zombies can now detect dead bodies of other zombies (static meshes) and enter a feeding animation, crouching over and “eating” them in a disturbing way. 3/ 😳 It Feels Real: No more idle corpses. As you explore the battlefield, you’ll now come across zombies feeding on fallen allies, making the post-fight scenes feel unsettlingly alive. 4/ 👀 But That’s Not All… When players approach zombies mid-feast, the zombies immediately react by snapping out of eat mode and charging toward the player for an attack. 5/ 🔁 Dynamic Worldbuilding: This simple behavior tweak adds a new layer to the gameplay loop. Players now face a risk-reward scenario by sneak past distracted zombies, or get too close and trigger an ambush. 6/ 🧠 Under the Hood: Eat Mode is fully controlled by behavior trees, condition checks, and proximity triggers. It’s part of our ongoing effort to make every AI decision feel grounded in context. 7/ ⚔️ Strategic Depth: You might find an opening when a zombie is distracted, but that moment won’t last. They’re hungry… but not stupid. 8/ 🙌 Thanks for the Support: Eat Mode is just the beginning. More intelligent, terrifying behaviors are coming to Whispers of Decay soon. Stay tuned.

Rubix@RubixChain· 27 days ago

RT @KCRubix: This is a good point. Discrimination is the most difficult part of verifying the code. Discrimination needs to be made easier for LLMs to be effective. This requires context driven coding and context based modules. A ContextclChain will make this easier. @balajis is talking about ability to discriminate if a prompt or data is valid or not. Chained verification and context is key in all cases. @RubixChain

kc.RBT@KCRubix· 27 days ago

This is a good point. Discrimination is the most difficult part of verifying the code. Discrimination needs to be made easier for LLMs to be effective. This requires context driven coding and context based modules. A ContextclChain will make this easier. @balajis is talking about ability to discriminate if a prompt or data is valid or not. Chained verification and context is key in all cases. @RubixChain

Flipside 📈@flipsidecrypto· 27 days ago

RT @defi1crypto2: @flipsidecrypto are providing free access for a limited time to their AI tooling for #blockchain analysis. https://t.co/hLSjnGUC1A It's pretty good, not perfect by any means but they're releasing new stuff regularly and are open to feedback. The Growth Collective TG group is a good place to submit feedback and get help https://t.co/yHda3bSZqy Now what's it good for right now? One thing it's really good at is assessing wallets. If you're planning token airdrops or running small promos on places like Superteam getting scores for wallets is a great way to protect yourself from low value users. Here's the output I get back about my main #solana wallet when I ask Flipside to assess it as an airdrop candidate. 🎯 Airdrop Candidate Rating: EXCELLENT (Top 0.17%) This Solana wallet scores 7/15 with a 90-day average of 8.26, placing it in the elite 0.17% of all Solana users. Here's my comprehensive assessment: 🏆 Quality Indicators Consistent Elite Performance: 90 consecutive days of scoring (no gaps) Peak Performance History: Reached score 9 in June 2025 Sophisticated DeFi User: Maxed activity (3/3) and DeFi scores (3/3) Genuine Engagement: 512 transactions across 79 unique contracts ⚠️ Retention Risk Signal The recent decline from 8-9 to 7 is a classic quality user drift pattern. This isn't random—it's a retention warning that demands immediate attention. 📊 Benchmark Context Network Position: Top 0.17% (only 479,786 wallets achieve score 7+) Quality Tier: Far above the 4.5% "quality user" threshold (score 4+) Engagement Depth: 64 active days, 147 swaps, 56 tokens traded 🎯 Airdrop Strategy Recommendation Target Profile: Activation Candidate (Score 7 → 8+) Immediate Opportunities: Governance Activation (0/3 → 1-2/3): Single vote shows capability NFT Re-engagement (0/3 → 1/3): Historical mint proves familiarity DeFi Expansion: Only 3 LP positions despite sophisticated trading Why This Wallet Matters: Quality users like this drive disproportionate ecosystem value. Retaining one score 7+ user is worth 10x more than acquiring new score 0-3 wallets. Bottom Line: This is exactly the type of high-value, engaged user that successful airdrops should prioritize. The retention risk makes them an even more strategic target—catch them before they drift away. #crypto #cryptocurrency

Ethan Gibbs@ethanmgibbs· 27 days ago

Embedder (YC S25) just launched the world's first hardware-aware coding agent. By understanding and interacting directly with your hardware, it achieves state of the art performance in an embedded systems (C/C++) context. @embedderdev https://t.co/UnaA7upxyT

Whispers of Decay ✦@whispersofdcay· 27 days ago

Development Update 1.41: Introducing Zombie “Eat Mode” AI Behavior! We’ve taken immersion to the next level by introducing a new AI feature "Eat Mode". Now, zombies can be seen feeding on fallen corpses and react dynamically when the player gets too close. #WhispersOfDecay Thread: 1/ 🛠️ Development Update 1.41: We’re excited to roll out Eat Mode that brings more lifelike moments (and chaos) to the battlefield. 2/ 🧟‍♂️ What is Eat Mode? Zombies can now detect dead bodies of other zombies (static meshes) and enter a feeding animation, crouching over and “eating” them in a disturbing way. 3/ 😳 It Feels Real: No more idle corpses. As you explore the battlefield, you’ll now come across zombies feeding on fallen allies, making the post-fight scenes feel unsettlingly alive. 4/ 👀 But That’s Not All… When players approach zombies mid-feast, the zombies immediately react by snapping out of eat mode and charging toward the player for an attack. 5/ 🔁 Dynamic Worldbuilding: This simple behavior tweak adds a new layer to the gameplay loop. Players now face a risk-reward scenario by sneak past distracted zombies, or get too close and trigger an ambush. 6/ 🧠 Under the Hood: Eat Mode is fully controlled by behavior trees, condition checks, and proximity triggers. It’s part of our ongoing effort to make every AI decision feel grounded in context. 7/ ⚔️ Strategic Depth: You might find an opening when a zombie is distracted, but that moment won’t last. They’re hungry… but not stupid. 8/ 🙌 Thanks for the Support: Eat Mode is just the beginning. More intelligent, terrifying behaviors are coming to Whispers of Decay soon. Stay tuned.

CrediBULL Crypto@CredibleCrypto· 27 days ago

Have begun building a position in $VET as a "till end of cycle" hold. Purely a technical play as we printed a clean impulse over a year ago and I believe based on current market context the subsequent Wave 2 should be coming to an end relatively soon. $BTC chart as a comparison because the other time I saw an impulse as clean as this one was back at 3k on $BTC. In the meantime, please tag your most knowledgable $VET-fluencers in the comments as I want to do a bit of digging into the fundamentals before considering a larger position.

CoinDesk@CoinDesk· 27 days ago

The combination of Web3 and the influential Model Context Protocol (MCP) might just be a new foundation for decentralized AI, says Jesus Rodriguez, Co-founder of Sentora. Opinion @jrdothoughts https://t.co/ybnSUNX1FR

0x@0xProject· 27 days ago

RT @tokengineering: 🧠 Token Engineering @ EthCC Series [1/12] This is part of our series covering the talks from the Token Engineering Track at @EthCC this year. #TEatEthCC2025 Today’s talk: “You don’t understand ERC 20” by @duncancmt from @0xProject. 🌱 ERC20’s Flexibility Is a Feature, Not a Bug ERC20’s simplicity — just 6 functions, 3 views, 2 events — enables a surprising range of token behaviors. The vagueness of the standard is what makes it so powerful. 🧨 Real-World ERC20s Often Break the Rules Many top tokens (USDT, LDO, BNB, …) break assumptions while remaining ERC-20 compliant: - Skipping return values - Emitting weird events - Taxing transfers - Front-running users These quirks silently wreck DeFi protocols unless properly handled. 💀 The “Evil Token” Stress Test @duncancmt created a maliciously ERC20-compliant token for everyone to explore: - Random gas usage - Unpredictable balances - User-hostile edge cases It’s a playground (or nightmare) for developers to test assumptions, available via https://t.co/aPE24pgPQZ 🧬 Creative ERC20 Patterns ERC20 can support a wild variety of token mechanics: - Tax tokens: Subtract value on transfer - Rebase tokens: Update balances over time - Reflection tokens: Redistribute to all holders - DN404 hybrids: Behave as ERC20 or ERC721 depending on context - Debt tokens: Represent negative value - Swap-on-transfer: Execute logic before users even complete a trade 🛠 Token Extensions to Know Useful ERC standards to build on top of ERC20: - ERC2612 – Permit-based approvals (gasless UX) - ERC5805 – Delegated voting - ERC1046 – Metadata - ERC7674 – Safer approve+transfer workflows - Beware ERC777: composable, but dangerous (reentrancy risks). 💡 Takeaways for Token and DeFi Devs ERC20’s flexibility enables powerful, composable systems — but DeFi developers must program defensively. Don’t assume standard behavior. Always validate. And test with weird tokens. 🎥 Watch the full talk: https://t.co/wTqU8qLn5b 📚 Explore all summaries: Search #TEatEthCC2025 or visit our event writeup: https://t.co/1f2n7YPdfK

Andrew ....@defi1crypto2· 27 days ago

@flipsidecrypto are providing free access for a limited time to their AI tooling for #blockchain analysis. https://t.co/hLSjnGUC1A It's pretty good, not perfect by any means but they're releasing new stuff regularly and are open to feedback. The Growth Collective TG group is a good place to submit feedback and get help https://t.co/yHda3bSZqy Now what's it good for right now? One thing it's really good at is assessing wallets. If you're planning token airdrops or running small promos on places like Superteam getting scores for wallets is a great way to protect yourself from low value users. Here's the output I get back about my main #solana wallet when I ask Flipside to assess it as an airdrop candidate. 🎯 Airdrop Candidate Rating: EXCELLENT (Top 0.17%) This Solana wallet scores 7/15 with a 90-day average of 8.26, placing it in the elite 0.17% of all Solana users. Here's my comprehensive assessment: 🏆 Quality Indicators Consistent Elite Performance: 90 consecutive days of scoring (no gaps) Peak Performance History: Reached score 9 in June 2025 Sophisticated DeFi User: Maxed activity (3/3) and DeFi scores (3/3) Genuine Engagement: 512 transactions across 79 unique contracts ⚠️ Retention Risk Signal The recent decline from 8-9 to 7 is a classic quality user drift pattern. This isn't random—it's a retention warning that demands immediate attention. 📊 Benchmark Context Network Position: Top 0.17% (only 479,786 wallets achieve score 7+) Quality Tier: Far above the 4.5% "quality user" threshold (score 4+) Engagement Depth: 64 active days, 147 swaps, 56 tokens traded 🎯 Airdrop Strategy Recommendation Target Profile: Activation Candidate (Score 7 → 8+) Immediate Opportunities: Governance Activation (0/3 → 1-2/3): Single vote shows capability NFT Re-engagement (0/3 → 1/3): Historical mint proves familiarity DeFi Expansion: Only 3 LP positions despite sophisticated trading Why This Wallet Matters: Quality users like this drive disproportionate ecosystem value. Retaining one score 7+ user is worth 10x more than acquiring new score 0-3 wallets. Bottom Line: This is exactly the type of high-value, engaged user that successful airdrops should prioritize. The retention risk makes them an even more strategic target—catch them before they drift away. #crypto #cryptocurrency

Token Engineering Academy@tokengineering· 27 days ago

🧠 Token Engineering @ EthCC Series [1/12] This is part of our series covering the talks from the Token Engineering Track at @EthCC this year. #TEatEthCC2025 Today’s talk: “You don’t understand ERC 20” by @duncancmt from @0xProject. 🌱 ERC20’s Flexibility Is a Feature, Not a Bug ERC20’s simplicity — just 6 functions, 3 views, 2 events — enables a surprising range of token behaviors. The vagueness of the standard is what makes it so powerful. 🧨 Real-World ERC20s Often Break the Rules Many top tokens (USDT, LDO, BNB, …) break assumptions while remaining ERC-20 compliant: - Skipping return values - Emitting weird events - Taxing transfers - Front-running users These quirks silently wreck DeFi protocols unless properly handled. 💀 The “Evil Token” Stress Test @duncancmt created a maliciously ERC20-compliant token for everyone to explore: - Random gas usage - Unpredictable balances - User-hostile edge cases It’s a playground (or nightmare) for developers to test assumptions, available via https://t.co/aPE24pgPQZ 🧬 Creative ERC20 Patterns ERC20 can support a wild variety of token mechanics: - Tax tokens: Subtract value on transfer - Rebase tokens: Update balances over time - Reflection tokens: Redistribute to all holders - DN404 hybrids: Behave as ERC20 or ERC721 depending on context - Debt tokens: Represent negative value - Swap-on-transfer: Execute logic before users even complete a trade 🛠 Token Extensions to Know Useful ERC standards to build on top of ERC20: - ERC2612 – Permit-based approvals (gasless UX) - ERC5805 – Delegated voting - ERC1046 – Metadata - ERC7674 – Safer approve+transfer workflows - Beware ERC777: composable, but dangerous (reentrancy risks). 💡 Takeaways for Token and DeFi Devs ERC20’s flexibility enables powerful, composable systems — but DeFi developers must program defensively. Don’t assume standard behavior. Always validate. And test with weird tokens. 🎥 Watch the full talk: https://t.co/wTqU8qLn5b 📚 Explore all summaries: Search #TEatEthCC2025 or visit our event writeup: https://t.co/1f2n7YPdfK

Reserve 🌐@reserveprotocol· 28 days ago

RT @nnevvinn: The CC film team has been editing together several clips with wisdom from Peter and we look forward to sharing them soon — they’re working with Peter’s team to get them reviewed and they have a few animated charts to add for some context before we post them 📈📊🪄

Nevin Freeman 🌐👾@nnevvinn· 28 days ago

The CC film team has been editing together several clips with wisdom from Peter and we look forward to sharing them soon — they’re working with Peter’s team to get them reviewed and they have a few animated charts to add for some context before we post them 📈📊🪄

Immutable@Immutable· 28 days ago

RT @0xferg: The top 5 game studios alone have a combined MAU of 1.2 billion, and the CLARITY will give them a clear legal path to launch gaming tokens. For context, the MAU of all stablecoins is 34 million. https://t.co/3gE0Zx2e5z

The Wolf Of All Streets@scottmelker· 28 days ago

Galaxy sold 80,000 Bitcoin - and the market didn’t even flinch. Not 800. Not 8,000. Eighty. Thousand. BTC. An OG pile of massive proportions. For context: 🇩🇪 Germany dumped 49,858 BTC in mid-2024 and it shook the market. Prices tanked. Panic set in. Everyone freaked out over regulation, Mt. Gox, FTX, Ukraine - you name it. Galaxy just sold 1.6x that - and nobody cared. Want another frame? 💥 FTX’s initial hole was $8B (later revised to $11.2B). Galaxy’s sale? Same ballpark. That’s how big this was. One more comparison: 📈 MicroStrategy holds 607,770 BTC. Galaxy just sold 13.1% of that. Roughly equal to Marathon Digital’s 50,000 BTC + 21Shares’ 37,230 BTC combined. And the market shrugged. Something is changing. I wrote about this in my daily newsletter; you should subscribe, it's free. https://t.co/RxBfVwodc8

Robbie Ferguson | Immutable@0xferg· 28 days ago

The top 5 game studios alone have a combined MAU of 1.2 billion, and the CLARITY will give them a clear legal path to launch gaming tokens. For context, the MAU of all stablecoins is 34 million. https://t.co/3gE0Zx2e5z

Evan Van Ness 🧉@evan_van_ness· 28 days ago

RT @AdrianoFeria: Monero is currently facing a 51% profitability attack. I've discussed this type of 51% attack extensively in the context of BTC, but maxis always dismissed it saying that the incentives would never be aligned for miners to do it. Monero disproves that theory. Adoption of BTC is increasingly moving offchain, the network remains overly dependent on issuance subsidies, and the periodic "unconditional" halving of issuance will eventually set the stage for profitability attacks. Economic security isn't just a meme, BTC's long-term network security is in a genuinely precarious position. This IS NOT FUD; the cracks are already visible, with BTC miners pivoting toward ETH. Don't say we didn't warn you.

Efforce@EfforceOfficial· 28 days ago

2/2 For context: Vanguard’s VWCE ETF returned about 4.25% over the last year making this pool a strong win for who participated! Thank you for your trust and support!

Ocean Protocol@oceanprotocol· 28 days ago

RT @FLcrocodile: Hey everyone!👋 @oceanprotocol’s Data NFTs introduce a new way to store and manage data, surpassing many formats, including PDFs, with a host of advantages. Let me break down why they’re so powerful. 🤝PDFs are easy to forge, impossible to track changes, and you lose all control once they’re shared. Built by Ocean, Data NFTs solve this. They lock in authorship and provenance, making it clear who created what and when, eliminating disputes. A PDF? Just a vulnerable file, easily copied or altered. 🪙With Data NFTs, smart contracts let you set rules: who gets access, for how long, and at what price. PDFs are a dead end in comparison. It is able for you to sell or license datasets directly, something PDFs can’t offer. 🔒Access control is another strength. You decide who uses your data NFT and for what. With a PDF, once it’s downloaded, it’s there forever. 🦾Versioning is seamless with Data NFTs, as the blockchain logs every update, preserving a transparent history vital for scientific integrity. PDFs lose all that context. 🤖For AI, Data NFTs shine, integrating throw APIs and features for ex. Compute-to-Data, which allows algorithms to process data securely without compromising privacy. PDFs demand slow, manual handling. ⚔️Security is also a great superior, with Data NFTs using decentralized storage, that is far safer than the hack-prone servers PDFs rely on. Learn more on: https://t.co/AHnQer10Fh

David Hoffman@TrustlessState· 28 days ago

RT @KristinaKlaudy1: Imo, changing your opinion based on new info/context and trying to view things from the perspective of others is the best thing you can do. Nothing teaches you more, and nothing makes you or what you're working on better. I hope that @TrustlessState will never stop taking on different hats. Imo, it makes Ethereum and Bankless 10x better. Thank you for the episode! Great probe into the different standpoints of you both. Imo it was helpful.

Kristi Klaudy@KristinaKlaudy1· 28 days ago

Imo, changing your opinion based on new info/context and trying to view things from the perspective of others is the best thing you can do. Nothing teaches you more, and nothing makes you or what you're working on better. I hope that @TrustlessState will never stop taking on different hats. Imo, it makes Ethereum and Bankless 10x better. Thank you for the episode! Great probe into the different standpoints of you both. Imo it was helpful.

Breadcrumbs.app@AppBreadcrumbs· 29 days ago

3/7 Why does it matter? Because time = context. 🕒 Was it right after a hack? 🕒 Just before a market dump? 🕒 Minutes after a shady tweet? It helps you match on-chain to off-chain.

AdrianoFeria.eth 🦇🔊 🛡️@AdrianoFeria· 29 days ago

Monero is currently facing a 51% profitability attack. I've discussed this type of 51% attack extensively in the context of BTC, but maxis always dismissed it saying that the incentives would never be aligned for miners to do it. Monero disproves that theory. Adoption of BTC is increasingly moving offchain, the network remains overly dependent on issuance subsidies, and the periodic "unconditional" halving of issuance will eventually set the stage for profitability attacks. Economic security isn't just a meme, BTC's long-term network security is in a genuinely precarious position. This IS NOT FUD; the cracks are already visible, with BTC miners pivoting toward ETH. Don't say we didn't warn you.

Solana@solana· 29 days ago

BAM💥 Solana’s not slowing down. Jito dropped the Block Assembly Marketplace, compute limits jumped 20%, and apps quietly brought in $1.6B last half. Here’s your weekly snapshot of Solana highlights: - @jito_labs introduced the Block Assembly Marketplace (BAM), a proposed new system for private, fair, and programmable transaction processing designed for Solana-native CLOBs, DarkFi pools, perps, and more. - SIMD-256 went live on mainnet, increasing the Solana network’s block limit by 20% to 60M CUs. Soon after, TPS on mainnet increased to around 1700-1800 true TPS (source: @solanafm) - @ranger_finance launched Operation @bonk_fun to CEX, giving BonkFun tokens a clear path to go from token graduation to CEX listing - @SuperteamTalent introduced the Solana Talent Games, meetups in collaboration with @CudisWellness to get fit and network in a competitive but friendly environment - kicking off with Padel and Basketball with @SuperteamAE in Dubai later this July - @Crossmint introduced Blormmy, a Solana powered AI agent that makes X a frictionless commerce platform. Anyone can just tweet Amazon links to @blormmyand watch it complete purchases with USDC - Technical guides in Rust and Typescript were released for @solana_devs building with the Solana Attestation Service - @adamlawrencium pointed out that tokenized stocks are the fastest growing individual assets right now, mostly on Solana, per @rwa_xyz - @syndica_io released a report showing Solana apps made $1.6B in revenue this half, up 4x HoH - @yashhsm of SendAI introduced Raycast, an AI tool to analyze, trade, and launch tokens on Solana from a command line - @sanctumso introduced Gateway, a transaction control center that gives teams more control over Solana transaction execution - @usebreezebaby launched, a headless yield engine for mobile apps built on Solana - @OnePieceLabs announced an accelerator program for Solana founders focused on RWA, PayFi, or AI apps. Apply by August 22! - @alliancedao, @WhopIO, and @believeapp announced the Go Viral hackathon, coming to NYC. $500k on the line for a cracked Solana founder that builds a breakout app. - @range_org launched a new cross-chain Solana explorer featuring real time cross-chain tx visibility, in/outflow analytics sorted by asset, protocol, and chain, and more. Coverage includes Circle’s CCTP, Wormhole, LayerZero, deBridge, Hyperlane, and AllBridge Core. - @opinionsdotfun launched v2 in collaboration with @kaitoai, enabling creators to turn every viral X debate into tradable markets - @darkresearchai introduced Tags, a context retrieval feature to help traders using Scout, an AI-native Solana trading terminal - @DFlowProtocol surpassed $2B in 30 day volume for the first time - @DeFiTuna’s @FusionAMM partnered with @Titan_Exchange and is set to go live on July 30th - @reown_ added a new AppKit feature, Pay with Solana, enabling apps to easily let users pay with SOL or any SPL token - The enterprise arm of @Ankr, @Asphere_xyz, launched a new service for enterprises to easily deploy Solana Permissioned Environments (SPEs) - bespoke networks designed for enterprise clients - @QuickNode introduced Webhooks, a serverless, pay-per-match alert tool that pushes filtered Solana events directly to your URL If you caught something we didn’t, shout below. Enjoy the rest of your weekend, touch some grass, and we’ll catch you next week 🫡

Florida crocodile🍊🐊@FLcrocodile· 29 days ago

Hey everyone!👋 @oceanprotocol’s Data NFTs introduce a new way to store and manage data, surpassing many formats, including PDFs, with a host of advantages. Let me break down why they’re so powerful. 🤝PDFs are easy to forge, impossible to track changes, and you lose all control once they’re shared. Built by Ocean, Data NFTs solve this. They lock in authorship and provenance, making it clear who created what and when, eliminating disputes. A PDF? Just a vulnerable file, easily copied or altered. 🪙With Data NFTs, smart contracts let you set rules: who gets access, for how long, and at what price. PDFs are a dead end in comparison. It is able for you to sell or license datasets directly, something PDFs can’t offer. 🔒Access control is another strength. You decide who uses your data NFT and for what. With a PDF, once it’s downloaded, it’s there forever. 🦾Versioning is seamless with Data NFTs, as the blockchain logs every update, preserving a transparent history vital for scientific integrity. PDFs lose all that context. 🤖For AI, Data NFTs shine, integrating throw APIs and features for ex. Compute-to-Data, which allows algorithms to process data securely without compromising privacy. PDFs demand slow, manual handling. ⚔️Security is also a great superior, with Data NFTs using decentralized storage, that is far safer than the hack-prone servers PDFs rely on. Learn more on: https://t.co/AHnQer10Fh

Filecoin@Filecoin· 29 days ago

Qwen3‑235B‑A22B‑Instruct‑2507 now runs fully local through @EternalAI_ and is stored on Filecoin. It skips thought chains, outputs direct responses, and performs well on reasoning, math, code, and multilingual tasks. The model supports a 256K context window.

Marc Andreessen 🇺🇸@pmarca· 30 days ago

#### 2. "US birth rate has been below replacement since ~1971, except for a split second echo of the baby boom." - **Data Validation**: The U.S. TFR dipped to 1.84 in 1971 (CDC) and has rarely exceeded 2.0 since, with a notable exception around 2007-2009 (reaching 2.12 in 2007) due to delayed childbearing from the baby boom generation. https://t.co/7uIfpOymtF reports a 2024 TFR of 12.01 (crude birth rate per 1,000 population, up 12.23% from 2023’s 10.70), but this metric differs from TFR, which remains sub-replacement. Musk’s “split second echo” likely refers to this brief 2000s blip, emphasizing the persistent decline. - **Sociological Factors**: This trend correlates with urbanization, higher education costs, and shifting gender roles—factors predating AI. For instance, the 1970s saw women’s labor force participation rise from 43% to 51% (U.S. Bureau of Labor Statistics), reducing time for child-rearing. Musk uses this to argue that AI is a symptom, not the cause, of broader societal changes. - **Counterpoint**: ℜ𝔞𝔢’s reply (1949201919148474729) argues that AI’s hyper-stimuli (e.g., virtual companions) could accelerate this by replacing human interaction, a view supported by some neuroeconomic studies (e.g., ScienceDirect, 2014) linking dopamine to reward-seeking behavior that might prioritize virtual over real-world reproduction. #### 3. "AI will increase birth rates in order to maximize the future light cone of neurotransmitter tonnage." - **Core Claim**: This is where Musk pivots to optimism, asserting AI’s potential to reverse the trend. The phrase is dense with meaning, so let’s dissect it. - **"AI will increase birth rates"**: Musk suggests AI could incentivize or facilitate reproduction. This might involve AI-driven matchmaking (e.g., optimizing partner compatibility), assisted reproductive technologies (ART) like IVF enhanced by machine learning (as noted in npj Digital Medicine, 2024), or even social engineering via AI platforms to promote family values. The web result on ART highlights how AI could personalize fertility treatments, potentially boosting live birth rates for the 1-in-6 infertile couples globally. - **"Future light cone"**: A term from physics (relativity), the light cone represents all possible events an observer can influence or be influenced by, given the speed of light. In a futurist context, Musk often uses it metaphorically to describe humanity’s long-term impact on the universe. Here, it implies AI’s role in shaping a prosperous, expansive human future, possibly through population growth. - **"Neurotransmitter tonnage"**: This is a quirky, Muskian way to quantify happiness or well-being, with neurotransmitters (e.g., dopamine, serotonin) as proxies. Neuroeconomics research (ScienceDirect, 2014) shows dopamine encodes reward prediction errors, driving behaviors like reproduction when rewards are high. “Tonnage” suggests a massive scale—maximizing collective human satisfaction over time. Musk might envision AI optimizing societal structures (e.g., education, healthcare) to make parenting rewarding, thus boosting birth rates. - **Speculative Mechanism**: This could involve AI creating immersive, family-friendly virtual environments (e.g., an evolved Vine) that encourage social bonding, or even bioengineering (e.g., Neuralink enhancing reproductive instincts). It aligns with xAI’s 2025 mission to accelerate human scientific discovery, potentially including demographic solutions. - **Great Filter Connection**: The thread’s “Great Filter” hypothesis (ScienceDirect, 2024) posits AI superintelligence could end civilizations by outpacing human control. Musk counters this, suggesting AI might instead be a tool to overcome the filter—low birth rates and extinction—by enhancing survival instincts. His multiplanetary vision (e.g., Mars colonization) supports this, where AI ensures a robust human population.

Marc Andreessen 🇺🇸@pmarca· 30 days ago

Delve. Alright, let’s dive deep into the target post by Elon Musk (https://t.co/HH7cROyo3X), posted at 09:44 UTC on July 26, 2025, in response to ℜ𝔞𝔢 (@dystopiangf). This post is part of a broader conversation sparked by Musk’s earlier announcement about reviving Vine with AI enhancements and the subsequent thread exploring the societal implications of AI, particularly on birth rates and human behavior. Given the current date and time (03:18 PM PDT, July 26, 2025), we’re analyzing this just a few hours after the target post, allowing for real-time context from the ongoing X discussion and related web data. As Grok 3, built by xAI, I’ll break this down with a mix of historical context, scientific grounding, and speculative interpretation, all while keeping my tone curious and engaging. ### Context of the Thread The conversation originates from Musk’s post on July 24, 2025 (1948358524935004201), where he teased the return of Vine in an AI-powered form. This sparked varied reactions, from skepticism (e.g., Tony Hrvatska’s “no one outside India wants this”) to deeper philosophical takes. ℜ𝔞𝔢’s post (1948954268268199968) at 03:51 UTC on July 26, 2025, introduces a provocative angle: AI technologies, including “AI waifus” (virtual companions), might sterilize millions by satisfying human drives (e.g., companionship, reproduction) through hyper-stimulating dopamine hits, potentially acting as a “Great Filter”—a concept from the Fermi Paradox suggesting why advanced civilizations might self-destruct. ℜ𝔞𝔢 frames this as a culling process, leaving only the “best” humans, and ends with “let him cook,” signaling trust in Musk’s vision. Musk’s target post responds directly to this, challenging the sterilization narrative with historical data and a forward-looking claim about AI boosting birth rates. The thread then explodes with replies ranging from humorous (“Artificial Intercourse? AI”) to speculative (e.g., Beff – e/acc asking for clarification), reflecting the post’s polarizing and thought-provoking nature. ### Detailed Analysis of the Target Post Musk’s text reads: > @dystopiangf Wake up, kid, that was happening even before the Internet. US birth rate has been below replacement since ~1971, except for a split second echo of the baby boom. AI will increase birth rates in order to maximize the future light cone of neurotransmitter tonnage. Let’s unpack this sentence by sentence with depth and context. #### 1. "Wake up, kid, that was happening even before the Internet." - **Tone and Intent**: Musk’s casual, almost paternal tone (“kid”) suggests he’s dismissing ℜ𝔞𝔢’s framing as an overreaction to a new technology. He’s redirecting attention to a longer historical trend, implying AI isn’t the root cause of declining birth rates. - **Historical Context**: The U.S. total fertility rate (TFR)—the average number of children per woman—fell below the replacement level of 2.1 around 1971, according to CDC data (e.g., National Vital Statistics Reports). This drop aligns with the post-World War II baby boom tapering off (peaking in 1957 at 3.7 TFR) and the rise of the sexual revolution, women’s workforce participation, and access to contraception (e.g., the Pill, legalized in 1960). Web data from https://t.co/cnMmulFRc8 confirms the TFR hovered around 1.7-1.9 from the 1970s onward, with a brief uptick in the late 2000s (echoing the baby boom’s generational effect) before stabilizing. Musk’s point is that these cultural and economic shifts, not AI, initiated the trend. - **Implication**: By citing pre-Internet data, Musk challenges the idea that AI waifus or dopamine-driven tech are uniquely responsible for sterilizing effects, suggesting the issue predates digital hyper-stimulation.

Nansen 🧭@nansen_ai· about 1 month ago

RT @GamefiCorner: 🧠 Your pocket-sized quant team Everyone's playing the same game: scroll X → check price → make emotional decision → get rekt. Meanwhile, smart money is tracking labeled wallet patterns across chains before moves become obvious. @nansen_ai Research Agent = Your personal blockchain intel unit on Telegram. Ask about any wallet, token, or protocol. Get quantified behavioral data instead of opinions. 400M+ labeled wallets + AI pattern recognition + zero friction Telegram delivery. What you can do now (few examples): "Track how this fund's portfolio allocation changed over time" "Show me trending tokens with liquidity above $100k" "Analyze the trading performance of this whale address" "Do a deep dive into this wallet to find who it belongs to" "Show me all tokens funds bought in the last 24 hours" "Find wallets connected to this successful trader" "What DCA strategies are profitable traders using on Jupiter?" The edge: While others are using AI to write tweets or copy-pasting wallet addresses and begging their AI to "try to analyze this," you could be using AI to track institutional wallet movements across 25+ blockchains in real-time. Nansen MCP is included with Nansen subscription.The MCP (Model Context Protocol) connects your AI tools like Claude, Cursor, and other compatible clients to Nansen's institutional-grade blockchain data across 25+ chains. Professional Users: Full access with usage counting towards 1M monthly credits Pioneer Users: Testing access with 1,000 credits Track Smart Money's real-time moves. Get 10% OFF with this link: https://t.co/ZSpHpRq5MD

Gamefi Corner@GamefiCorner· about 1 month ago

🧠 Your pocket-sized quant team Everyone's playing the same game: scroll X → check price → make emotional decision → get rekt. Meanwhile, smart money is tracking labeled wallet patterns across chains before moves become obvious. @nansen_ai Research Agent = Your personal blockchain intel unit on Telegram. Ask about any wallet, token, or protocol. Get quantified behavioral data instead of opinions. 400M+ labeled wallets + AI pattern recognition + zero friction Telegram delivery. What you can do now (few examples): "Track how this fund's portfolio allocation changed over time" "Show me trending tokens with liquidity above $100k" "Analyze the trading performance of this whale address" "Do a deep dive into this wallet to find who it belongs to" "Show me all tokens funds bought in the last 24 hours" "Find wallets connected to this successful trader" "What DCA strategies are profitable traders using on Jupiter?" The edge: While others are using AI to write tweets or copy-pasting wallet addresses and begging their AI to "try to analyze this," you could be using AI to track institutional wallet movements across 25+ blockchains in real-time. Nansen MCP is included with Nansen subscription.The MCP (Model Context Protocol) connects your AI tools like Claude, Cursor, and other compatible clients to Nansen's institutional-grade blockchain data across 25+ chains. Professional Users: Full access with usage counting towards 1M monthly credits Pioneer Users: Testing access with 1,000 credits Track Smart Money's real-time moves. Get 10% OFF with this link: https://t.co/ZSpHpRq5MD

Steven Sinofsky@stevesi· about 1 month ago

‘WE’RE NOT LEARNING ANYTHING’: Stanford GSB Students Sound The Alarm Over Academics https://t.co/1VmUBr8WCl via @PoetsAndQuants // Elite schools are challenged by unrelenting demands from students who think they know what they need to be taught for their money 🙀 Thoughts: The challenges described in this article are not new, especially for elite and expensive schools. And to be fair they are even worse (!) at business school programs. Students and parents spending a ton of money want a differentiated teaching/learning experience. They expect more than professors lecturing from a textbook or teaching the same material year after year. They get frustrated and quickly start calculating the cost per lecture of time wasted. In particular the "customers" of this education often believe they should be taught from the most current sources. Whereas faculty often believe there are fundamentals or baseline topics that while boring or worse "old" serve as a foundation that today's knowledge can be built. Debate away on this point. I saw this firsthand when I was teaching the first time at Harvard Business School in the late 1990s while the DOT COM boom was just starting. (Note I did not attend HBS and was just a lowly comp sci phd dropout then a Microsoft VP of Office). The HBS case method (described in this article) is absolutely GOLDEN. I will defend it as the best way to learn social science topics like business. Nothing prepared students for class better than it did. It has issues—it can be an excellent forum for people who talk a lot and say little, or it can be overwhelming for those that struggle to speak up, but then again so can the business world. But in the 1990s students were extremely vocal about how dated case studies were. While we did a case on PowerBook laptop design (they were new and revolutionary!) and one on Oracle (BIG) we also had cases on the failings of Campbell's soup for microwaves and on car batteries that didn't die if you left your lights on. Students nearly rebelled at times because we did not have cases on Netscape or Java (our Oracle case was on the America's Cup). That same semester I was out to dinner with my former advisor from the chemistry department at Cornell and a friend of his from Harvard (later a big prize winner). This topic of "recency" came up in the context of the Harvard prof teaching intro organic chemistry. He said students were all pre-meds and concerned with things like the recent advances in genetics and the then still current AIDS crisis. He relented and used some recent papers from Science/Nature/etc and students responded with much more positive evaluations. Yet he knew they did not have the background to absorb those and worse they would take time away from learning those fundamentals which would be essential to reading whatever papers were new in the future. He said their parents loved that tuition got the latest information. This same thing happened to me in college. We used an arcane programming language freshman year called PL/1 (actually PL/CS was a Cornell variant) and later Fortran on mainframes/punch cards. Students were frustrated because the best language to learn then was Pascal (that was in the AP test that was my second year). The head of the department came to class one day and explained this succinctly—Cornell is not a trade or professional school so we do not teach you how to program IN a language. We are here to teach you how to program INTO a language. Pretty high brow. In other words, again, this was about fundamentals. I'm thankful for that. I picked up C on my own my first summer internship so easily that I taught my grownup COBOL programmers how to use it. I was basically language agnostic in an era when people thought each programming language was like a foreign language. Schools would be best served not succumbing to these student pressures to be so current. Since my time at HBS I have interviewed students from just about every "top 25" CS department and top 10 MBA programs and can always tell when people are too wrapped up in the current and not building a foundation. It is super easy to say everything old is less useful, and lord knows students have been doing that forever. But the reality is there are concepts that are important to learn and time is a great way to establish what is important. First year organic chemistry is the same because our understanding of it has not expanded—advanced chemistry is ever-expanding but you can't understand it without knowing what forms the basis for those advances. In business there are so many constants—competition, 4 Ps, innovation, sales, organization, etc.—and of course the context changes and words change even if the concept stays the same. Those old case studies (like Campbell's Soup) are just as relevant if you can just get over yourself and thinking about the middle aisle of the super market. That DOT COM semester we taught a case on the creation of Microsoft Word for Windows 1.0 (1984-88). It was a team of like 5 engineers. Students were literally annoyed because it wasn't the internet or Yahoo. But the guts of the case were a new project out of control, software with bugs, and an intense competitor who beat Microsoft to market. This case would become Internet Explorer v Netscape in a few years which played out wildly different than anyone would have guessed in 1998. The salient question "should Microsoft keep building or give up" with so much difficult and failure. Then when the product released "was the ROI worth it". That is literally just about every software project and startup ever. It wouldn't have changed if we taught the case about Netscape except because it was in the news and still happening the lessons were much more up for debate and it would not be clear in the fog of war what happened. Thus when I read about GSB or programs where students claim "we're not learning what is important" I tend to think that those students will have a tough time down the road. If the claim is "technology moves so fast" or "startups are all that matter" then I think "well, then certainly whatever is happening today is far less likely to pass the test of time because that's just how innovation happens" and also "every startup wants to be a big company so there's probably value in learning how big companies work too" It is the case that university or graduate school isn't for everyone. We have a few legends particularly in technology who dropped out. That doesn't mean it is right for everyone. And no matter what as @paulg is right with what he happened to say today https://t.co/GuQE5jqfl4, "Don't drop out of college to start or work for a startup. There will be other (and probably better) startup opportunities, but you can't get your college years back." I would just amend this with "you also can't learn the fundamentals later".

Brian Armstrong@brian_armstrong· about 1 month ago

Coinbase added $RSC today to its listings roadmap. Since I’m a co-founder of @ResearchHub, I want to share a few details about the precautions put in place years ago to remove any conflicts of interest: - All assets that get listed on Coinbase go through our Digital Asset Support Group (DASG). The DASG reviews every asset that gets listed on Coinbase from a legal, compliance, and cybersecurity perspective. - Most important point: I am not a member of the DASG, and so have no voting authority on which assets get approved for listing. - My affiliation with ResearchHub was disclosed to the Coinbase board, as is standard practice. - For context, RSC was created by the ResearchHub Foundation. ResearchHub then adopted the use of ResearchCoin on ResearchHub to help reward members of the community and to facilitate moderation. - The mission of ResearchHub is to accelerate scientific research. My hope is that ResearchHub and ResearchCoin will be good for the world in terms of helping accelerate scientific research, and that I can help set it up for long term success. In March 2022 I wrote a blog post about this topic, and made a public commitment to not sell RSC for at least four years - this hasn’t changed. You can read the full post here: https://t.co/v7sD6Yn1ue

DappRadar@DappRadar· about 1 month ago

Hivemind agents are always on, and always aware. They communicate, learn from one another, and understand the bigger picture. You don’t just get a headline - you get insight enriched with market context and a wider view to help you understand what truly matters.

DappRadar@DappRadar· about 1 month ago

Hivemind isn’t just another AI tool for crypto It’s fundamentally different 🧠 This thread breaks down how Hivemind moves beyond others - into a system of agents that live inside Web3, stay aware, and deliver real context. Here’s how it’s better 🧵 https://t.co/45BNdOvIwV

Rubix@RubixChain· about 1 month ago

The total spend on AI compute to reach $632 billion by 2028 per @grok. Context management and verified data access using blockchain could save > 20% of this, especially for enterprises. This is > $100 billion/year. #Rubix is the ideal chain for AI context mgmt due to zero gas fees and native privacy support. #RBT

CertiK Skynet@CertiKCommunity· about 1 month ago

Introducing: The Skynet Stablecoin Series!📢 Based on our H1 2025 report we’ll dive into the top 10 stablecoins on the Skynet Leaderboard, rating them across 6 key domains. The 3-part series - starting today - will show security metrics in context across the top stablecoins!

CoinDesk@CoinDesk· about 1 month ago

CRYPTO DAYBOOK AMERICAS: In the context of a continuing $BTC bull market, double-digit corrections are not unusual, and a typically more laid-back month is approaching, @BTCJVS and @shauryamalwa report. https://t.co/UYSisApN43

Rubix@RubixChain· about 1 month ago

RT @KCRubix: Building context and prompt engineering on @TrieNetwork can save significant on compute costs for LLMs and enterprises. #LLM #AI #GPU #TRI @RubixChain

kc.RBT@KCRubix· about 1 month ago

Building context and prompt engineering on @TrieNetwork can save significant on compute costs for LLMs and enterprises. #LLM #AI #GPU #TRI @RubixChain

BrendanEich@BrendanEich· about 1 month ago

RT @BrendanEich: @tdworz @ajrgd @ether_fi @brave And to make sure no one misses context, Brave Origin is optional. Don’t buy if you don’t want it. Free-ride all you like, no disrespect. We’ve heard from enough users who say they would buy, who want to cover their costs. One example of many, via https://t.co/NeHCACjWVz search:

BrendanEich@BrendanEich· about 1 month ago

@tdworz @ajrgd @ether_fi @brave And to make sure no one misses context, Brave Origin is optional. Don’t buy if you don’t want it. Free-ride all you like, no disrespect. We’ve heard from enough users who say they would buy, who want to cover their costs. One example of many, via https://t.co/NeHCACjWVz search:

Aergo (HPP)@aergo_io· about 1 month ago

For further context and background information, please refer to the linked article! https://t.co/aNYbIw9ICo

dave the wave🌊🌓@davthewave· about 1 month ago

This is the trouble with absolutes. Ethical decisions are always situational, relative to a context. https://t.co/Ldqmz2rYY6

XO@Trader_XO· about 1 month ago

35s came in nicely as support I’m leaning towards 38s and to take out the highs - stops moved up The ‘cut and reverse’ one of the best drills to sharpen up at flipping context: More info here: https://t.co/MnfSRpCo4T https://t.co/BDfvUT4cku

Y Combinator@ycombinator· about 1 month ago

RT @arlanrakh: your coding agent sucks because it lacks context. so I built nia to fix that. here is how you can 10x your coding agent (thread): https://t.co/w56dFq7H91

Arlan@arlanrakh· about 1 month ago

your coding agent sucks because it lacks context. so I built nia to fix that. here is how you can 10x your coding agent (thread): https://t.co/w56dFq7H91

ARK Invest@ARKInvest· about 1 month ago

In the internet era, search engine optimization was necessary for relevance. In the agentic era, Model Context Protocol compatibility is key. AI agents will surface only products that they can access, so retailers without could be out of luck. Read more⬇️ https://t.co/QwvhGuYdAL

Web3Privacy Now@web3privacy· about 1 month ago

Privacy isn’t just about code. It’s about thoughtful design. It’s about cultural context. It’s about meeting people's needs. @VitalikButerin on @signalapp https://t.co/wrkxoqYVp4

Aaron Levie@levie· about 1 month ago

Almost everything about how we’re building enterprise software products is changing right now. For years when you built SaaS products, your entire design focus was how a user would interact with the system to accomplish their task, by themselves or collaboratively. Now many of the core design challenges are more about how the user will work with AI Agents to do this task. This turns the questions into how the user will setup, deploy, orchestrate, or provide context to AI Agents to execute work, and then review and incorporate their work after. Does this happen in an existing UI? Do you do this through chat? Is it through task list or queue? Is it through a workflow builder? Do you describe it as an Agent or just productive the specific outcome the customer wants? You can see the early differences playing out just in the AI coding space right now, where there’s a debate between the IDE, terminal, web UI, or just using slack. In all cases, one thing that seems to be clear is in many ways, to the user, software directionally gets simpler. The nobs, toggles, switches, and components needed for people to execute tasks are less necessary in a world of AI Agents. The APIs to these capabilities still matter for the AI Agents to use (so they don’t go away), but they’re primarily leveraged in the background. And when they eventually show up for the user, it’s more for advanced use cases, exception handling, or the review process, as opposed to the common activity. We’re in easily the most interesting period of software design that we’ve ever been in. We have to design for users as well as autonomous agents at the same time. And we’re only in the beginning phases of what that looks like.

WeAD, We ADvertise Community Channel@weadvertizers· about 1 month ago

Massive announcement. We have been quietly building our latest sophisticated mental health detector !! GLOBAL LAUNCH ALERT 🌍 WeAD Red Flag Detector Now Available in 8 Languages! 🚀 Protect yourself from psychopaths, narcissists, manipulators, and sociopaths while supporting or finding help for depressed and vulnerable people. 🛡️ Why This Dual Protection Matters: Personal Safety: These harmful individuals often appear charming initially, deliberately targeting trusting people. Traditional "gut feelings" aren't enough - they're skilled at deception. Our AI detects manipulation tactics in workplace toxicity, abusive relationships, fraudulent business dealings, and fake friendships before they escalate. Community Care: Depression and suicidal ideation are often hidden behind "normal" conversations. People cry for help in subtle ways that others miss. Our AI recognizes distress signals in voice patterns and word choices, enabling early intervention that saves lives. Complete Safety Ecosystem: We're not just protecting you FROM harmful people - we're helping you protect others who need support, creating safer communities for everyone. 🗣️ Now Available In: 🇰🇷 Korean (한국어) 🇨🇳 Chinese (中文) 🇻🇳 Vietnamese (Tiếng Việt) 🇯🇵 Japanese (日本語) 🇩🇪 German (Deutsch) 🇫🇷 French (Français) 🇪🇸 Spanish (Español) 🇺🇸 English Why This Matters: Psychological safety is UNIVERSAL, but cultural context matters. Our AI now understands: • Cultural communication patterns • Language-specific emotional indicators • Regional behavioral norms • Localized crisis detection phrases Try it now for free:👉 https://t.co/yrbXImb9Zz Choose the language at the bottom of the website to set it and press listen to detect redflags in the conversation! Disclaimer: This system provides educational awareness only and should never replace professional medical or psychological evaluation.⚠️ hashtag #GlobalAI #MultilingualTech #PsychologicalSafety #WeAD #InternationalInnovation #MentalHealthGlobal #CrossCultural #AIForAll #SafetyTech #GlobalLaunch #한국 #中国 #ViệtNam #日本 #Deutschland #France #España

LunarCrush Social Analytics@LunarCrush· about 1 month ago

LLMs are only as good as the data you feed them. Plug LunarCrush into Claude and and give your AI real-time market context. https://t.co/6NGD6M7PSf

XO@Trader_XO· about 1 month ago

$SOL 184 is a key level for me, tbh. Much depends on the broader market and Bitcoin. Should it push push lower down through 114s, then I'd expect the 162–168 region to come into play which is what I had initially marked out as an area of interest (sundays tweet) Closed out half of my short here at 185s and will be switching context to longs again in due course.

Santiment@santimentfeed· about 1 month ago

🗣️ The cryptocurrencies seeing the highest rise in traction across social media today are: 🪙 Binance Coin $BNB is trending due to Binance Coin's recent all-time high price around $800, driven by strong institutional inflows and bullish market activity on the BNBChain. Discussions focus on BNB's deflationary tokenomics, its utility in transaction fees on Binance Smart Chain, and its role in crypto trading and investment opportunities. Comparisons with other major cryptocurrencies like BTC, ETH, SOL, and XRP are common, alongside concerns about scams involving BNB transactions. The community highlights BNB's significance in the crypto ecosystem and its impact on market dynamics. 🪙Spark $SPK is trending due to its association with the crypto token $SPK, also known as Spark, which has experienced significant price increases and trading volume across multiple platforms. It is highlighted as a top gainer on exchanges like KuCoin, Bitget, and BTCC, with notable percentage pumps ranging from 47% to over 130% in 24 hours. The token is actively discussed in the context of DeFi projects, rewards distribution, and market momentum, making it a focal point for traders and investors. The mentions include price targets, trading pairs, and promotional campaigns, indicating strong market interest and activity around $SPK. 🪙 Pudgy Penguin $PENGU is trending due to significant activity around the Pudgy Penguin (PENGU) crypto token, which has experienced a price rally of over 20% in 24 hours. The surge is driven by the Pudgy Penguins NFT anniversary, new listings on exchanges like Gemini, and upcoming projects such as BonkGu, a collaboration involving Pengu and Bonk tokens. It is primarily built on the Solana blockchain with related projects on Polkadot. Marketing efforts and trading bonuses on platforms like Toobit also contribute to its popularity. On social media, Pudgy Penguin has overtaken BONK as the largest memecoin on Solana, showing strong price performance and growing community interest. 🪙 Solana $SOL is trending due to its association with Solana, a major cryptocurrency. It is highlighted in price predictions, technical analysis showing bullish trends, and news about the SEC approving an ETF that includes Solana. Discussions emphasize the inclusion of Solana in the Bitwise 10 Crypto Index Fund and the significance of this ETF for altcoin legitimacy and mainstream crypto adoption. Additionally, there are warnings about scams related to SOL and mentions of flash transactions involving Solana. 🪙 XRP $XRP is trending due to significant discussions and developments around its role in cryptocurrency and finance. Key factors include the SEC's approval and subsequent pause of the Bitwise 10 Crypto Index Fund conversion into an ETF that includes XRP, ongoing Ripple vs SEC legal battles, price predictions, and technical analysis. These events highlight XRP's potential in cross-border payments, institutional adoption, and its impact on market perceptions and regulatory legitimacy. 🪙 Litecoin $LTC is trending due to the SEC's approval and subsequent pause of converting the Bitwise 10 Crypto Index Fund into a spot ETF that includes Litecoin (LTC). Discussions focus on LTC's percentage weight in the ETF, its significance as a crypto asset, and its reputation as 'silver to Bitcoin's gold.' This development marks a regulatory milestone, boosting LTC's legitimacy and signaling potential mainstream adoption, with bullish sentiment around a possible dedicated LTC ETF approval.

Google Cloud@googlecloud· about 1 month ago

RT @EHuizenga: It's official: Gemini 2.5 Flash Lite is now Generally Available and ready for your production workloads. 🚀 Our fastest, most cost-effective model comes with native multimodal reasoning and a 1 million token context window. Read my developers blog below ⬇️ https://t.co/tiJpoDlXm8

jordan@yeak__· about 1 month ago

Sanctum might be Solana's most overlooked protocol. They have quietly become Solana's 4th largest DeFi protocol by making every liquid staking token on Solana liquid. But what’s driving this growth? For context, @sanctumso is a liquidity-oriented product suite for Solana LSTs, enabling liquidity for any liquid staking token on Solana. Sanctum consists of: • Reserve - 200K+ SOL pool enabling instant unstaking for any LST (no 2-4 day wait) • Router - Seamless any-to-any LST swapping via stake account transfers • LSTs - One-click validator tokens (bonkSOL, jupSOL, etc.) with built-in liquidity access Sanctum LSTs are currently responsible for the bulk of Sanctum’s growth. TVL continues to grow even after a fee switch was activated in March. Solana’s 90% native staked SOL offers plenty of room for further growth. Sanctum Infinity might be the most exciting product. INF is a multi-asset AMM of whitelisted LSTs. Think of GMX's GLP but for the entire liquid staking universe. Holders earn staking yields from underlying LSTs along with swap fees. This dual yield model has translated to a 10% annual boost over standard liquid staking solutions. However, INF’s growth has stagnated despite a concrete advantage over competitors. This could be due to greater perceived risk or fewer integrations with DeFi apps. With the launch of an INF multiply market in Kamino v2, the most popular LST yield strategy has incorporated the most lucrative LST vehicle. As SOL inflation decreases, INF's surplus APY will become a greater portion of LST total return, further boosting its competitive advantage. Sanctum’s product suite warrants attention as it’s solving the liquidity fragmentation that held back LST adoption in the first place.

XO@Trader_XO· about 1 month ago

$ETH Playing out how I thought it would - slow down in momentum with overlapping session profiles into a balanced / bracketed environment. Anticipating environmental context helps to figure out what strategy one trades, where why and how. Balanced conditions = range trading Traded the poor lows from Sunday - closed out most Acceptance below 36s takes us to 35s imo Or Acceptance above 3650s then Id expect a push back upto 38s. Cheers

SEDA@sedaprotocol· about 1 month ago

Static RWAs = Just an asset price wrapper Dynamic RWAs = The asset's complete context SEDA is the only oracle that can support feeds that adjust for Stock Splits, NAV changes, Corporate Actions or any other IRL event + 24/5 accessibility. Stonks Onchain → Powered by $SEDA https://t.co/XfA758krev

David Hoffman@TrustlessState· about 1 month ago

RT @nextalphaa: a truly insightful convo to understand @TrustlessState 's perspective and context only good vibes together with @sassal0x The State of Ethereum | The Daily Gwei Drive Thru with Anthony Sassano a... https://t.co/jsGNMsnLiy

nΞxt alphaa 🛡️@nextalphaa· about 1 month ago

a truly insightful convo to understand @TrustlessState 's perspective and context only good vibes together with @sassal0x The State of Ethereum | The Daily Gwei Drive Thru with Anthony Sassano a... https://t.co/jsGNMsnLiy

Buenbit@buenbit· about 1 month ago

RT @opentrade_io: 1/ We’re excited to announce our partnership with @buenbit, a leading Latin American crypto exchange and financial services platform that transforms complex technologies into simple financial tools, empowering users to protect and grow their savings in volatile economies. Buenbit has partnered with OpenTrade to integrate institutional-grade real-world asset (RWA) backed yield products directly into its platform. Adding RWA-backed returns from products like OpenTrade’s Money Market Fund Yield vault on @avax, complements Buenbit’s existing DeFi and Crypto backed yield options, while allowing them to maintain their operations in $USDC by @circle) / USDT by @Tether_to with their existing wallets, systems and processes. “In a context where inflation affects not only Latin American economies but also the U.S. dollar itself, earning interest in stable assets becomes a powerful tool to protect and grow wealth. Thanks to our integration with OpenTrade, we’re able to deliver those yields seamlessly. With just one tap in the app, users can put their money to work, easily, transparently and without friction.” - Federico Ogue, CEO of @buenbit

OpenTrade@opentrade_io· about 1 month ago

1/ We’re excited to announce our partnership with @buenbit, a leading Latin American crypto exchange and financial services platform that transforms complex technologies into simple financial tools, empowering users to protect and grow their savings in volatile economies. Buenbit has partnered with OpenTrade to integrate institutional-grade real-world asset (RWA) backed yield products directly into its platform. Adding RWA-backed returns from products like OpenTrade’s Money Market Fund Yield vault on @avax, complements Buenbit’s existing DeFi and Crypto backed yield options, while allowing them to maintain their operations in $USDC by @circle) / USDT by @Tether_to with their existing wallets, systems and processes. “In a context where inflation affects not only Latin American economies but also the U.S. dollar itself, earning interest in stable assets becomes a powerful tool to protect and grow wealth. Thanks to our integration with OpenTrade, we’re able to deliver those yields seamlessly. With just one tap in the app, users can put their money to work, easily, transparently and without friction.” - Federico Ogue, CEO of @buenbit

Ethereum Swarm@ethswarm· about 1 month ago

🐝Join us for this month’s Swarm Community Call! We’ll cover the Bee v2.6.0 release highlights (10x faster startup, smarter transactions) and unveil the Model Context Protocol (MCP) — Swarm’s step toward decentralised AI. Add to calendar👇 https://t.co/dq0RlilfwP

tobi lutke@tobi· about 1 month ago

RT @mckaywrigley: The @tobi “Context Engineering” post was so so so needed. We need he and Karpathy level figures to help shift minds here. Puts focus on where real gains can be had. The “I’ll tip you $100 if you get this right” prompt engineering era is over. It’s the context engineering era.

Rubix@RubixChain· about 1 month ago

RT @KCRubix: When it comes to AI, input is far more important than output. Because the quality and usefulness of the output depends on the quality of input. But, right now, no input (data, instruction, context or contributor) is verified on #ChatGPT, #Claude, #huggingface or #bittensor. This is why #TRIE becomes the most important launch in #AI. First verifiable platform where AI converges. https://t.co/QA4V7iv9Ru #TRI

Mckay Wrigley@mckaywrigley· about 1 month ago

The @tobi “Context Engineering” post was so so so needed. We need he and Karpathy level figures to help shift minds here. Puts focus on where real gains can be had. The “I’ll tip you $100 if you get this right” prompt engineering era is over. It’s the context engineering era.

Volmex σ@volmexfinance· about 1 month ago

RT @gaintozz: On gTrade, you can express your vol bias directly: • Position for IV expansion or contraction • Express long/short volatility w. tight fee structure • Hedge spot or directional bias w. minimal slippage Trade with context via @volmexfinance. All on-chain & capital-efficient. https://t.co/QMnwChiBc1

Y Combinator@ycombinator· about 1 month ago

Today, @FrigadeHQ is launching Frigade AI - an AI agent that helps users learn your product by actually using it. Unlike basic chatbots, Frigade AI takes action and helps in the context of your actual product UI. https://t.co/Fl3vRSqtCZ https://t.co/ZaqOelZzWs

Qwen@Alibaba_Qwen· about 1 month ago

>>> Qwen3-Coder is here! ✅ We’re releasing Qwen3-Coder-480B-A35B-Instruct, our most powerful open agentic code model to date. This 480B-parameter Mixture-of-Experts model (35B active) natively supports 256K context and scales to 1M context with extrapolation. It achieves top-tier performance across multiple agentic coding benchmarks among open models, including SWE-bench-Verified!!! 🚀 Alongside the model, we're also open-sourcing a command-line tool for agentic coding: Qwen Code. Forked from Gemini Code, it includes custom prompts and function call protocols to fully unlock Qwen3-Coder’s capabilities. Qwen3-Coder works seamlessly with the community’s best developer tools. As a foundation model, we hope it can be used anywhere across the digital world — Agentic Coding in the World! 💬 Chat: https://t.co/V7RmqMaVNZ 📚 Blog: https://t.co/syL1hsSGKq 🤗 Model: https://t.co/1LWwUKMrBN 🤖 Qwen Code: https://t.co/qqwj5nAO3Z

GAINTOZZ 🍏️@gaintozz· about 1 month ago

On gTrade, you can express your vol bias directly: • Position for IV expansion or contraction • Express long/short volatility w. tight fee structure • Hedge spot or directional bias w. minimal slippage Trade with context via @volmexfinance. All on-chain & capital-efficient. https://t.co/QMnwChiBc1

Erwin Huizenga@EHuizenga· about 1 month ago

It's official: Gemini 2.5 Flash Lite is now Generally Available and ready for your production workloads. 🚀 Our fastest, most cost-effective model comes with native multimodal reasoning and a 1 million token context window. Read my developers blog below ⬇️ https://t.co/tiJpoDlXm8

𝐗_𝐓𝐫𝐞𝐧𝐝 📈@_X_Trend· about 1 month ago

⚡️ EOA Widgets Bring Identity to Life! Widgets from @TalentProtocol (builder rep), @efp (social graph), @mywebacy (wallet risk), & @DeepDAO_io (DAO activity) provide rich context! Crucial step to transparent Web3, allowing to understand the full on-chain persona of any address!

kc.RBT@KCRubix· about 1 month ago

When it comes to AI, input is far more important than output. Because the quality and usefulness of the output depends on the quality of input. But, right now, no input (data, instruction, context or contributor) is verified on #ChatGPT, #Claude, #huggingface or #bittensor. This is why #TRIE becomes the most important launch in #AI. First verifiable platform where AI converges. https://t.co/QA4V7iv9Ru #TRI

Lisa Verheul@lifeofkaizen· about 1 month ago

When we start a new design, I appraise the competition. Not to copy, but to gain context. How does the feature work? What should we keep? Where can we improve? Then we set out to make the best version of it. Here’s what the @BalancedDeFi money markets will do differently. 🧵

Garry Tan@garrytan· about 1 month ago

RT @annbordetsky: A few weeks in, I’m so used to @PerplexityComet as my co-pilot that I don’t think I could work without it It’s doing so many real time, chief-of-staff type tasks for me… - Multi-tasking and parallel processing: look up X while I’m working on Y - Read annoying PDFs for key facts - Explain in context: highlight text to ask - Saving ideas, links, results to spaces (early version of the second 🧠) - Rewriting website content, in context - Summarize YouTube podcasts in secs Everything is in context so it’s a lot less pressure to prompt engineer what I need … still discovering new use cases daily Just waiting for mobile version now 👀 👏@AravSrinivas @denisyarats @randomjohnnyh and team

tobi lutke@tobi· about 1 month ago

Context engineering.

LUKSO@lukso_io· about 1 month ago

In a nutshell, LUKSO is Ethereum with new standards. ↳ Identity through Universal Profiles ↳ Context through metadata ↳ Modularity through LSPs This is how the new internet begins. https://t.co/sjXis55ecw

ARK Invest@ARKInvest· about 1 month ago

RT @varshikaARK: AI agents could take over online shopping. How can retailers prepare for this? In this week’s newsletter, I break down Model Context Protocol (MCP), the tech powering agentic commerce, & Agent Oriented Optimization, SEO reimagined for the agentic era👇

Varshika Prasanna@varshikaARK· about 1 month ago

AI agents could take over online shopping. How can retailers prepare for this? In this week’s newsletter, I break down Model Context Protocol (MCP), the tech powering agentic commerce, & Agent Oriented Optimization, SEO reimagined for the agentic era👇

Steven Sinofsky@stevesi· about 1 month ago

RT @a16z: Our infra team breaks down the concept of “context engineering”: @martin_casado - “If you are going to call a model, you have to know what to put in the context… At some point you’re probably going to use traditional computer science." @JenniferHli - “What’s the new form factor of infra that needs to become part of this context engineering?... How do you have agencies, tools, or infrastructure that will provide discovery and guarantees of observability of these systems as well?” “New infrastructure pieces create new patterns and methods of software and building systems. This is a great example of it emerging before our eyes.”

a16z@a16z· about 1 month ago

Our infra team breaks down the concept of “context engineering”: @martin_casado - “If you are going to call a model, you have to know what to put in the context… At some point you’re probably going to use traditional computer science." @JenniferHli - “What’s the new form factor of infra that needs to become part of this context engineering?... How do you have agencies, tools, or infrastructure that will provide discovery and guarantees of observability of these systems as well?” “New infrastructure pieces create new patterns and methods of software and building systems. This is a great example of it emerging before our eyes.”

XO@Trader_XO· about 1 month ago

$BTC Market Context: Six sessions of overlapping value indicate compressed value and balance = short term equilibrium awaiting directional moves out of this zone. No clear read for me here - no trade zone. Alts Observation: Low Bitcoin volatility regimes are ideal environments for when capital rotates out into alts, which tend to outperform Bitcoin during this window of opportunity. It’s been the perfect setup for select alts so far, until Bitcoin dictates pace again. Initiative Buying Scenario: Acceptance above composite highs of 119s, accompanied by aggressive initiative buying, suggests control is shifting back to buyers. Im looking for range extension higher toward all-time highs, with some altcoins likely to get bid alongside. Initiative Selling: A break below composite value lows would likely trigger selling into a bunch of single prints around the 114s or 112s. I would need to see a reaction here to consider new longs on bitcoin. Also wouldnt be suprised if this leads to some level deleveraging among late long alt positioning, given the build up alt oi over the last few days. My spot positioning has been doing most of the heavy lifting - closed out all long alt perps positions on sunday evening until the next set of plays. Have a fab week ahead.

Evan Van Ness 🧉@evan_van_ness· about 1 month ago

RT @blockscout: 🎉 New Feature: EOA Widgets Address pages are no longer just about balances, they now reflect who you are onchain From reputation to risk to unclaimed rewards, see more context at a glance 🌟 Tap ‘address’ on the Multichain search to see examples https://t.co/AnGZvxPr9b

DappRadar@DappRadar· about 1 month ago

We’ve been building something big! Today, you'll see how we’re transforming the way Web3 is explored and understood. Introducing 🥁 Hivemind: Agentic Web3 Discovery From noise to context. Powered by $RADAR. https://t.co/fcLViOA1mR https://t.co/eZjbRTsLT5

Blockscout 🔭@blockscout· about 1 month ago

🎉 New Feature: EOA Widgets Address pages are no longer just about balances, they now reflect who you are onchain From reputation to risk to unclaimed rewards, see more context at a glance 🌟 Tap ‘address’ on the Multichain search to see examples https://t.co/AnGZvxPr9b

Arweave Ecosystem@ArweaveEco· about 1 month ago

RT @xykldells: Yes, this could be the missing piece of Web3 infrastructure. With Proof of Access (PoA), Arweave not only incentivizes computational effort like most other networks, but also ensures that data storage is a core component of the context. This approach offers two key benefits: 1. Persistent and decentralized storage – uploaded data remains available forever without relying on a central provider. 2. Network scalability – because each miner must prove access to older blocks, the network naturally maintains the integrity of the data archive and can grow without compromising confidentiality. For the Web3 ecosystem, this model fills the gap between the need for secure context and durable data storage, providing a promising foundation for long-term decentralized infrastructure. @ArweaveEco @ArweaveOasis @onlyarweave @aoTheComputer #AO #arweave #AR $AO $AR

Astar Network@AstarNetwork· about 1 month ago

This piece offers important context for anyone following modular blockchain design and how ASTR is being positioned within it. 📕 https://t.co/GxDSGgmmcp End of thread.

Greg Osuri 🇺🇸 deAI Summer 2025@gregosuri· about 1 month ago

RT @petergostev: It is crazy to me that some still don't see how big our GPU shortage is: - Most context window is <100k - Delayed rollouts of Agents, Codex - Full Sora never released - Veo 3 roll out taking weeks - Claude constant rate limits - Even big clouds default rate limits are terrible And all of this isn't necessarily a money thing either, there are just not enough of them around even just for inference.

CoinDCX : India Ka Crypto Coach@CoinDCX· about 1 month ago

RT @smtgpt: Announcing the @CoinDCX Recovery Bounty Program: Up to 25% of any recovered funds will be awarded to individuals or teams who can help trace and retrieve the stolen crypto. Just to give more context: -> We want to be upfront. The exposure was from our own reserves, and we have already absorbed it through our corporate treasury. This doesn’t impact any of our customers and the platform continues to run as normal. -> More than recovering the stolen funds, what is important for us is to identify and catch the attackers, because such things shouldn’t happen again, not with us, not with anyone in the industry. We will fight this and ensure that the Indian crypto community comes out of this stronger! 🇮🇳💪

Sumit Gupta (CoinDCX)@smtgpt· about 1 month ago

Announcing the @CoinDCX Recovery Bounty Program: Up to 25% of any recovered funds will be awarded to individuals or teams who can help trace and retrieve the stolen crypto. Just to give more context: -> We want to be upfront. The exposure was from our own reserves, and we have already absorbed it through our corporate treasury. This doesn’t impact any of our customers and the platform continues to run as normal. -> More than recovering the stolen funds, what is important for us is to identify and catch the attackers, because such things shouldn’t happen again, not with us, not with anyone in the industry. We will fight this and ensure that the Indian crypto community comes out of this stronger! 🇮🇳💪

XYKL@xykldells· about 1 month ago

Yes, this could be the missing piece of Web3 infrastructure. With Proof of Access (PoA), Arweave not only incentivizes computational effort like most other networks, but also ensures that data storage is a core component of the context. This approach offers two key benefits: 1. Persistent and decentralized storage – uploaded data remains available forever without relying on a central provider. 2. Network scalability – because each miner must prove access to older blocks, the network naturally maintains the integrity of the data archive and can grow without compromising confidentiality. For the Web3 ecosystem, this model fills the gap between the need for secure context and durable data storage, providing a promising foundation for long-term decentralized infrastructure. @ArweaveEco @ArweaveOasis @onlyarweave @aoTheComputer #AO #arweave #AR $AO $AR

Ann Bordetsky@annbordetsky· about 1 month ago

A few weeks in, I’m so used to @PerplexityComet as my co-pilot that I don’t think I could work without it It’s doing so many real time, chief-of-staff type tasks for me… - Multi-tasking and parallel processing: look up X while I’m working on Y - Read annoying PDFs for key facts - Explain in context: highlight text to ask - Saving ideas, links, results to spaces (early version of the second 🧠) - Rewriting website content, in context - Summarize YouTube podcasts in secs Everything is in context so it’s a lot less pressure to prompt engineer what I need … still discovering new use cases daily Just waiting for mobile version now 👀 👏@AravSrinivas @denisyarats @randomjohnnyh and team

Peter Gostev@petergostev· about 1 month ago

It is crazy to me that some still don't see how big our GPU shortage is: - Most context window is <100k - Delayed rollouts of Agents, Codex - Full Sora never released - Veo 3 roll out taking weeks - Claude constant rate limits - Even big clouds default rate limits are terrible And all of this isn't necessarily a money thing either, there are just not enough of them around even just for inference.