Instead of large, know-it-all models most of us just need fast and good-enough tool-using agents. Not an AI researcher, but my wild guess is that this is disjoint.
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Tomek Drwięga
677 posts
That's what THEY want you to think. Looking at the rate of progress of open models and the realistic requirements from an average user I suspect we will rather have abundance of fast, good-enough inference. Just like we have abundance of cpu and memory on our personal devices.
Haseeb ＞|＜@hosseeb
Compute is the new currency
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I was never very active on X, but I intend to change that and report on the things I am building. Stay tuned.
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AI KYC is here.
New claude subscribers asked for gov ID & photo.
Not even a regulatory requirement - Anthropic just doing it because they want to.
But regulatory is coming
Next up will be laws:
No AI without gov-issued ID
All AI use tracked to individual - no private AI
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Terence Tao proposes what he calls a "Copernican view of intelligence".
Instead of buying into the common, one-dimensional narrative that artificial intelligence will simply evolve from "subhuman" to "superhuman" and ultimately make humanity entirely redundant, Tao urges us to look at the bigger picture.
Much like the Copernican revolution proved the Earth is not the center of the universe, Tao suggests we need to realize that human intelligence isn't the only, or necessarily the highest, form of intellect. Historically, we have treated other forms of storing or creating knowledge—like animals, books, and computers—as secondary. However, we actually exist within a much richer universe of intelligence.
Both human intelligence and computer intelligence possess their own distinct strengths and weaknesses. The true potential lies not in viewing them as direct competitors, but rather in focusing on collaboration. By working together, humans and computers can achieve additional things that neither could accomplish on their own, requiring us to think in much wider terms than just what humans or computers can do alone.
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@NirDiamantAI Peter Steinberger told me that he wants PR to be "prompt request". His agents are perfectly capable of implementing most ideas, so there is no need to take your idea, expand it into a vibe coded mess using free tier ChatGPT and send that as a PR, which is now most PRs.
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this isn't a huge deal but this is really the flavor of our times
everything is just sloppy. everything has 20% margin of error. nothing has precision
just automate it. just select all. just make ai figure it out
i do it too and it all adds up to a gross feeling world
Theo - t3.gg@theo
Anthropic DMCA’d my Claude code fork. …which did not have the Claude Code source. It was only for a PR where I edited a skill a few weeks ago. Absolutely pathetic.
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/btw
Yesterday we held a wonderful cozy meetup dedicated to vibe coding with Claude Code in Wrocław, at the co-vibing space by @fluffylabs_dev. Thanks to @tomusdrw
7 people showed up from different AI verticals (finance, medicine, consumer apps). We vibed a bit together, and there’s a strong desire to scale these events
So, whoever’s reading this from @AnthropicAI — I’m open to serious involvement as an ambassador for @claudeai
Claude@claudeai
We're launching Claude Community Ambassadors. Lead local meetups, bring builders together, and partner with our team. Open to any background, anywhere in the world. Apply: claude.com/community/amba…
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Every story has its continuation. My ambassadorship for @claudeai without official ambassadorship already evolving.
We are preparing a series of two events in the coming days in Wrocław.
The first event will be in a cozy format, around 12 to 15 people, to seed the buzz and activate word of mouth. Later we will host a larger event with speakers and panels for 40 to 50 people.
Wrocław folks, stay tuned. The venue is already set - a nice, friendly spot (in the photo). Thanks @tomusdrw
Nick V@vasilich_nick
application submitted let’s build 🇺🇦 and 🇵🇱 speaking technical and non-tech communities together
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this is so good
Matteo Collina@matteocollina
.@nodejs has always been about I/O. Streams, buffers, sockets, files. But there's a gap that has bugged me for years: you can't virtualize the filesystem. You can't import a module that only exists in memory. You can't bundle assets into a Single Executable without patching half the standard library. That changes now 👇
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How I build: by voice chatting w/ @ClaudeAI
What I build: 3 projects simultaneously
Who my team: 13 agents on 3 VPSs
How I promote: post and stream on X (haven’t had much time to add that to the pipeline yet. still day one learning @AnthropicAI Claude Code and mastering my skills)
What’s my growth: compared to last week I’ve already freed up some time to search, read and post on X (wanna give a read to my saved posts)
What’s next: one more project (for local community, dedicated to languages 🇺🇦 🇵🇱). Yes, I’m serious about being a Claude Code ambassador.
Nick V@vasilich_nick
application submitted let’s build 🇺🇦 and 🇵🇱 speaking technical and non-tech communities together
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I know there is some overlap between open source and anti-AI activists, but I have a hard time reconciling it. My million+ open source LOC were always intended as a gift to the world. Yes, I would make arguments about how it would strengthen our communities, and the GPL would prevent outright exploitation by our competitors, but those were to allay fears of my partners to allow me to make the gift.
AI training on the code magnifies the value of the gift. I am enthusiastic about it!
Some people do look at open source as a tool for social change, career advancement, or reputation building, but those are all downstream of the gift.
Rich Whitehouse@DickWhitehouse
Genuinely devastating take to see from someone who popularized the GPL across so many communities. Fails to appreciate the social and cultural importance of the license.
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More than ever before, the real craft is architecture, documentation and comprehensive test suite. The code itself can be one shotted from there in any programming language. IMHO future milestones of the JAM prize should take that into consideration.
Wei Tang@sorpaas
Asked #Claude Code to build a full #Polkadot JAM implementation for me. After just one day, it has already passed all the STF test vectors (excluding gas metering). Wow! Remember, this is something that Parity/W3F and various JAM teams spent multiple years working on, and their first milestone payouts still haven't been done yet. The software landscape is about to change forever. github.com/bitarray/grey
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This is quite an impressive experiment. Vibe-coding the entire 2030 roadmap within weeks.
Obviously such a thing built in two weeks without even having the EIPs has massive caveats: almost certainly lots of critical bugs, and probably in some cases "stub" versions of a thing where the AI did not even try making the full version. But six months ago, even this was far outside the realm of possibility, and what matters is where the trend is going.
AI is massively accelerating coding (yesterday, I tried agentic-coding an equivalent of my blog software, and finished within an hour, and that was using gpt-oss:20b running on my laptop (!!!!), kimi-2.5 would have probably just one-shotted it).
But probably, the right way to use it, is to take half the gains from AI in speed, and half the gains in security: generate more test-cases, formally verify everything, make more multi-implementations of things.
A collaborator of the @leanethereum effort managed to AI-code a machine-verifiable proof of one of the most complex theorems that STARKs rely on for security.
A core tenet of @leanethereum is to formally verify everything, and AI is greatly accelerating our ability to do that. Aside from formal verification, simply being able to generate a much larger body of test cases is also important.
Do not assume that you'll be able to put in a single prompt and get a highly-secure version out anytime soon; there WILL be lots of wrestling with bugs and inconsistencies between implementations. But even that wrestling can happen 5x faster and 10x more thoroughly.
People should be open to the possibility (not certainty! possibility) that the Ethereum roadmap will finish much faster than people expect, at a much higher standard of security than people expect.
On the security side, I personally am excited about the possibility that bug-free code, long considered an idealistic delusion, will finally become first possible and then a basic expectation. If we care about trustlessness, this is a necessary piece of the puzzle. Total security is impossible because ultimately total security means exact correspondence between lines of code and contents of your mind, which is many terabytes (see firefly.social/post/x/2025653… ). But there are many specific cases, where specific security claims can be made and verified, that cut out >99% of the negative consequences that might come from the code being broken.
YQ@yq_acc
Two weeks ago I made a bet with @VitalikButerin that one person could agentic-code an @ethereum client targeting 2030+ roadmap. So I built ETH2030 (eth2030.com | github.com/jiayaoqijia/et…). 702K lines of Go. 65 roadmap items. Syncs with mainnet. Here's what I found.
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Some of @ethereum's most critical infra is stuck in a loop: ship > run out of funding > scramble for grants > repeat.
Project Odin breaks the cycle. At EF Funding Coordination team, we embed strategic advice, operations and funding diversification so sustainability is built in.
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Come work with L2BEAT 💗
kaereste.eth 💗🦇🔊@kaereste
TL;DR — come work with me. If you’re not interested, please share; it helps a ton. As you’ve probably seen lately, there’s a lot of confusion about L2s and their relationship with Ethereum. And if even some of the most OG folks on CT are confused, you can imagine how lost people are who entered the space a year ago - especially enterprise and institutional ones. We need to fix this, and I need your help. A year from now, I want anyone who needs to make an informed decision around crypto - whether it’s digital asset strategy for an institution, a technology stack for a startup, or simply where to allocate their attention - to have everything they need to make one. Articles, social posts, videos, webinars, presentations - you name it. We need to be wherever crypto-curious minds are. Ding-dong. Hello, do you have a moment to talk about Ethereum and its L2s? If that sounds like something you’d love to do, DM me and let’s talk about whether we can do this together. Here’s a non-mandatory, non-exhaustive list of what I’m looking for: - You can explain complex technical topics in a structured, easy-to-understand way. Illustration/visual storytelling skills are a big plus. (@waitbutwhy, if you’re open to a side gig, let me know 😉) - You understand the technical topics yourself. This is not a “content person who paraphrases” role - you’ll be part of the team. It helps if you already have some grasp of Ethereum and L2s, but you don’t need to be an expert on day one; we can help you ramp up. - You can help create a content strategy and calendar - and you’re accountable for execution and delivery (so you know how to plan and ship). - You’re comfortable working with people: some are brilliant nerds, some are sophisticated suits. You can’t just lock yourself in a basement and deliver “art” once a month (at least not only that). - You can operate as a one-person-army most of the time. We’re a small, highly focused team. We’re not afraid to outsource/delegate (including to AI), but we own the final product. - You’ll work with me directly, daily. Feel free to ask my current and past colleagues for the +s and −s of that. Perks of working with us: - You’ll work with the most competent team in the world when it comes to broad knowledge of L2s, scaling, and security guarantees/risks. - You’ll do something important that has a real chance to make a dent in the universe (karma points included in the package). - You have my word, we either make people understand the nuances of Ethereum L2s or we die trying. No half-measures. “Do or do not, there is no try” - Go ahead and ask current or former team members what it’s like - I’m confident they’ll vouch for the experience I’m not posting a salary range on purpose. I’m open to a wide range of candidates - from passionate, high-signal juniors to experienced, battle-tested seniors. We’ll discuss compensation early so we don’t waste each other’s time.
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A few people asked for video 👀
DOOM on JAM — full FPS, powered by JavaJAM 🎮
#polkadot #graypaper #jam
👇👇👇
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JavaJAM can now run DOOM on JAM 🎮
Huge respect to @ParityTech for getting there first and paving the way.
Screenshot below 👇 running fully with JavaJAM.
#polkadot #graypaper #jam
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