wire · ai signal
RT Williams_Wang<br>Re @ZeffMax Because Dario sees himself as the high priest of the AI era, the only one qualified to stand between the most advanced models and users. But this is all his fantasy, arrogance, greed, and foolishness.
In a really funny way. I somehow managed to actually do “vibes at OpenAI” this week <br><br>Looking at all the billboard submissions now.
Do we know anyone who is great at developer experience but also exceptional in the world of security? Asking for a friend.
RT Priyaa<br>Elle Woods would be agentmaxxing <br>My codex billboard cc @jxnlco<br><img width="1261" height="1247" style="" src="https://pbs.twimg.com/media/HLt7LxDbwAAfh4j?format=jpg&amp;name=orig" referrerpolicy="no-referrer">
The best way to build a high pain tolerance is to remind yourself that the pain is temporary
indeed literally a trillion dollar argument<div class="rsshub-quote"><br><br>James Meadway: Fundamental argument here<br></div>
people with advanced degrees who can’t distinguish between pure LLMs (which is what I critiqued in 2022) and LLMs enhanced with neurosymbolic techniques (which is what I championed in 2022) disappoint me.<br><br>i get that many tech bros don’t really get it, but scientists should take the time to understand different types of architectures and their strengths and weaknesses.<div class="rsshub-quote"><br><br>Derya Unutmaz, MD: @GaryMarcus @pmarca @DavidSacks Are you saying AI didn’t hit a wall, as you predicted, and that LLMs have now made such major advances, reaching such a high level of intelligence, that they pose a massive risk? I’m a bit confused Gary.☺️<br></div>
RT M. Czechowski<br>⬇️⬇️⬇️⬇️<div class="rsshub-quote"><br><br>Gary Marcus: “Scale cannot solve AI’s fundamental problem with accuracy”<br><br>If my argument @financialtimes, excerpted below, is remotely correct, hyperscaling will prove to be among the biggest financial blunders in history.<br><br>We must seek alternative foundations for AI.<br></div>
“Scale cannot solve AI’s fundamental problem with accuracy”<br><br>If my argument @financialtimes, excerpted below, is remotely correct, hyperscaling will prove to be among the biggest financial blunders in history.<br><br>We must seek alternative foundations for AI.<div class="rsshub-quote"><br><br>Gary Marcus: “If there is a deflation of the AI bubble, the optimists say that the new infrastructure will remain even if the companies do not — just as railways survived the 19th-century railway bust. However, this fails to reckon with the reality of depreciation (few pieces of silicon hold<br><br><img width="1206" height="1300" style="" src="https://pbs.twimg.com/media/HLtSejeaIAARpRX?format=jpg&amp;name=orig" referrerpolicy="no-referrer"></div>
Adding my voice to the chorus who are saddened by @Om’s too-early passing.<div class="rsshub-quote"><br><br>Marc Benioff: Just heartbroken to hear of the passing of the incredible Om Malik. @Om was always a pioneer, a deep thinker, and a truly original voice who shaped the soul of Silicon Valley. Om’s curiosity and integrity challenged us all to be better. My thoughts are with his family and loved<br><br><img width="2048" height="1090" style="" src="https://pbs.twimg.com/media/HLsvSKSXcAAtphI?format=jpg&amp;name=orig" referrerpolicy="no-referrer"></div>
“Gary Marcus … says that investments into scaling AI is the “greatest capital misallocation in history” which leaves everyone “on the hook”. However, he also says that it is still early days for the AI industry and further exploration into different model architectures and the future of open source is needed.”<br><br>https://www.cnbc.com/video/2026/06/26/changing-tokenomics-is-opening-the-way-for-chinese-ai-gary-marcus.html
AI, Asian Intern<div class="rsshub-quote"><br><br>jason: <br><br><img width="1600" height="664" style="" src="https://pbs.twimg.com/media/HLtYeRYaoAAvAKB?format=jpg&amp;name=orig" referrerpolicy="no-referrer"></div>
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RT Ryan Brewer<br>Tunnel @wigglydtrain @leonsilicon<br><img width="1182" height="665" style="" src="https://pbs.twimg.com/media/HLtOfv2WoAAT5gB?format=jpg&amp;name=orig" referrerpolicy="no-referrer"><div class="rsshub-quote"><br><br>jason: Post your best codex billboard<br></div>
RT jess yin<br>in a creative flow state<br><img width="1785" height="2048" style="" src="https://pbs.twimg.com/media/HLtNm9HXQAA2-sD?format=jpg&amp;name=orig" referrerpolicy="no-referrer"><div class="rsshub-quote"><br><br>marisa: https://codex-billboard.vercel.app/<br><br>by @itsjessyin &lt;3<br><br><img width="1628" height="1132" style="" src="https://pbs.twimg.com/media/HLn2ryJa4AANS_4?format=jpg&amp;name=orig" referrerpolicy="no-referrer"></div>
RT saburo<br>yes, i work from my dining table.<br><img width="1490" height="2000" style="" src="https://pbs.twimg.com/media/HLtHtCTaAAAkqUw?format=jpg&amp;name=orig" referrerpolicy="no-referrer"><div class="rsshub-quote"><br><br>jason: Post your best codex billboard<br></div>
RT Ian<br><br><img width="1053" height="1576" style="" src="https://pbs.twimg.com/media/HLs_HKJaEAAb8z-?format=jpg&amp;name=orig" referrerpolicy="no-referrer"><div class="rsshub-quote"><br><br>jason: https://codex-billboard.vercel.app/<br><br>Now you can generate your own!<br></div>
“An AI future where only a few US companies, subject to the whims of the US government, have frontier AI runs a high risk of dystopian outcomes.”<div class="rsshub-quote"><br><br>Ramez Naam: An AI future where only a few US companies, subject to the whims of the US government, have frontier AI runs a high risk of dystopian outcomes. <br><br>We should all be hoping for vigorous competition, open weight models, and AI beyond the control of the White House.<br></div>
RT Lindsay McCallum Rémy<br>taking "@openai is cooking" to a new level. <br><br>our chief research officer @markchen90 loves to cook so when @swyx and @allenpark started a new show, there was only one thing to do. <br><br>https://www.youtube.com/watch?v=fpAthTtha8c&amp;t=5s
RT Lindsay McCallum Rémy<br>taking "@openai is cooking" to a new level. <br><br>our chief research officer @markchen90 loves to cook so when @swyx and @allenpark started a new show, there was only one thing to do. <br><br>https://www.youtube.com/watch?v=fpAthTtha8c&amp;t=5s
RT Blake Samic<br><br><img width="330" height="247" style="" src="https://pbs.twimg.com/media/HLs20pabUAA3KPy?format=jpg&amp;name=orig" referrerpolicy="no-referrer"><div class="rsshub-quote"><br><br>jason: https://codex-billboard.vercel.app/<br><br>Now you can generate your own!<br></div>
noah smith, ignoring that Anthropic’s rumored profitable quarter is <br>a. during peak tokenmaxxing<br>b. before recent Chinese advances<br>c. in a quarter in which Elon gave them a big one-time subsidy.<br><br>that’s not analysis, it’s cheerleading.<div class="rsshub-quote"><br><br>Noah Smith 🐇🇺🇸🇺🇦🇹🇼: "Lack of profitability"<br><br><img width="962" height="322" style="" src="https://pbs.twimg.com/media/HLsVLd3aQAAnMEY?format=jpg&amp;name=orig" referrerpolicy="no-referrer"></div>
RT DailyPapers<br>NVIDIA just released an optimized GLM-5.2 on Hugging Face<br><br>A 753B parameter MoE with 1M context,<br>quantized to NVFP4 for Blackwell GPUs—<br>nearly matching FP8 accuracy.<br><img width="1200" height="208" style="" src="https://pbs.twimg.com/media/HLslqKWagAAG3xl?format=jpg&amp;name=orig" referrerpolicy="no-referrer">
thoughtful and informative counterargument against having a transparent policy on AI regulation, from an OpenAI employee:<div class="rsshub-quote"><br><br>Steve ☕️: @GaryMarcus @pmarca @DavidSacks garryyyyyy nooooooo<br></div>
wouldn’t it be funny if greed undid OpenAI?<div class="rsshub-quote"><br><br>NIK: 🚨BREAKING: OPENAI IPO DELAYED<br><br>Altman told everyone OpenAI is worth a TRILLION dollars<br><br>His own advisors warned him that retail investors aren’t buying it… gave him 2 options: <br><br>&gt;wait until 2027 for $1T valuation <br>&gt;or lower valuation for 2026 IPO<br><br>Altman: any valuation under $1<br><br><img width="1206" height="1985" style="" src="https://pbs.twimg.com/media/HLsYaZDXcAAQtwc?format=jpg&amp;name=orig" referrerpolicy="no-referrer"><br><img width="1058" height="1285" style="" src="https://pbs.twimg.com/media/HLsYaY_WYAA9-BS?format=jpg&amp;name=orig" referrerpolicy="no-referrer"></div>
Builders Unscripted with @skirano<br><br>Pietro talked to @romainhuet about pushing the creative edges of GPT-5.5 and using Codex to turn ideas into software.<br><br>03:45 Images into sound<br>07:57 Multi-agent Codex workflows<br>14:34 Reviving hardware with Codex<br>25:27 From doing to directing<br><video width="1920" height="1080" src="https://video.twimg.com/amplify_video/2070269737175769089/vid/avc1/1920x1080/djHh1e2MJact6VA4.mp4?tag=28" controls="controls" poster="https://pbs.twimg.com/amplify_video_thumb/2070269737175769089/img/tG1fBiOw1eSFLGDK.jpg"></video>
RT AI Engineer<br>The first WF2026 keynotes are premiering now!<br><br>Congratulations to:<br><br>- @techgirl1908, Agentic AI Foundation:<br>Build Systems, Not Code<br><br>- Nishant Gupta, Meta Superintelligence Labs: <br>Production Evals For Agentic AI Systems<br><br>- @pauliusztin_, Decoding AI: <br>Turn 10,994 Notes Into Your Agents' Memory<br><br>- @victorsavkin, Nx: <br>A Genius With Amnesia<br> <br>- Isadora Martin-Dye, Isadora &amp; Co.:<br>Stop Writing Tone Instructions. Layer Them.<br><br>- @raw_works, OpenProse: <br>Recursive Coding Agents<br><br>- @ishaansehgal, Omnara: <br>The Log Is The Agent<br><br>- Jacob E. Thomas, Results Generation: <br>The Miranda Hypothesis: How Hamilton (the Musical) Poisoned Your Persona Evals<br><br>- @jamesjellow, OpenGov: <br>Agents in Production: How OpenGov Built and Scaled OG Assist<br><br>the rest of our online track drops this weekend, get hyped!<br><img width="2048" height="929" style="" src="https://pbs.twimg.com/media/HLsUV0Ka4AEb163?format=jpg&amp;name=orig" referrerpolicy="no-referrer"><div class="rsshub-quote"><br><br>Angie Jones: While building agents, I find myself back in my dev flow state. <br><br>In my AIE online keynote, I'll walk you through designing an agent and highlight all the core engineering principles that pop up along the way.<br><br>Live today at 2p ET<br><br><img width="1280" height="720" style="" src="https://pbs.twimg.com/media/HLp_u9MW4AEZKIT?format=jpg&amp;name=orig" referrerpolicy="no-referrer"></div>
RT Zvi Mowshowitz<br>Our new AI policy is that the White House decides ad hoc, for whatever reasons it likes, who does and does not get access to frontier intelligence. This seems rather maximally terrible.<div class="rsshub-quote"><br><br>Andrew Curran: The US Government has requested a slow staggered rollout of GPT-5.6, and OpenAI has agreed. During this phase the government will approve each user individually. This will probably be the norm for all frontier models from all labs from now on.<br></div>
With the launch of Claude Tag, we're sharing the future of work with the world. Working with agents means working in some new forward-looking ways. We're excited to share some best practices below<br><br>https://claude.com/blog/building-effective-human-agent-teams
The true measure of a software engineer isn't their ability to write clever code. It's their ability to ruthlessly protect the codebase from unnecessary cleverness.
ah, the creative S-1<div class="rsshub-quote"><br><br>Dave Troy: For those unfamiliar, WeWork pioneered the creative S-1 and the subsequent failure to IPO, and Sam seems to be following a comparable path. /cc @GaryMarcus <br>https://qz.com/1685919/wework-ipo-community-adjusted-ebitda-and-other-metrics-to-watch-for<br></div>
RT dominik kundel<br>Codex just spinning up new compute feels magical ✨ <br><br>I remember reading all the DigitalOcean awesome docs on managing servers, now I can have Codex:<br>- spin one up a new VM<br>- have it manage it <br>- then use handoff to punt tasks over there. ✨<br><video width="2048" height="1152" src="https://video.twimg.com/amplify_video/2070262354999431168/vid/avc1/3840x2160/Pdjox2TmDGufg2wP.mp4?tag=28" controls="controls" poster="https://pbs.twimg.com/amplify_video_thumb/2070262354999431168/img/7nxmLZJGYZgn41fd.jpg"></video><div class="rsshub-quote"><br><br>DigitalOcean: Close the laptop, keep building. Run Codex on DigitalOcean: 🔗 https://do.co/4g7caF6<br></div>
RT Latent.Space<br>In this episode, @OpenAI Chief Research Officer @markchen90 joins @allenpark to flambé shrimp, cook Korean stew, and chat about being at the frontier of AI research: why scaling laws and pre-training still matter, how OpenAI chooses research bets and allocates compute, what it means to develop research taste, why evals are in crisis, how to avoid benchmark-maxing, and what it will take for models to handle long-horizon real-world work, multimodal reasoning, and eventually end-to-end AI research.<br><br>Timestamps:<br>0:00 Intro<br>0:28 The Soup Story<br>1:52 From Trading to AI Research<br>3:21 How to Develop Research Taste<br>5:23 RL, Evals, and Superhuman Benchmarks<br>8:17 Cooking Begins on the Impulse Stove<br>8:53 Scaling Laws, Pre-Training, and Reasoning<br>12:33 OpenAI’s Research Roadmap and Compute Allocation<br>15:48 What Makes a Great Researcher<br>19:33 The Evals Crisis and Benchmark-Maxing<br>24:34 Jagged Intelligence, Context, and Long-Horizon Learning<br>27:14 Shrimp Flambé and New Research Bets<br>31:32 Multimodal Models and One Architecture<br>32:36 Vibe Researching and End-to-End AI Research<br>34:36 Failed Bets, Postmortems, and OpenAI’s Alpha<br>37:07 Final Taste Test<br>37:53 Overrated vs. Underrated AI Research<br>41:00 Closing<br><video width="1920" height="1080" src="https://video.twimg.com/amplify_video/2070250711351427072/vid/avc1/1920x1080/yiWVOSddgYWlNs9H.mp4?tag=28" controls="controls" poster="https://pbs.twimg.com/amplify_video_thumb/2070250711351427072/img/-_v3r8zVIw23CsSt.jpg"></video>
RT DigitalOcean<br>Re Close the laptop, keep building. Run Codex on DigitalOcean: 🔗 https://do.co/4g7caF6
RT AI Engineer<br>Stripe + Metronome are hosting a private after-party for founders &amp; product leaders.<br><br>July 1, 6 – 9pm, SPIN, near Moscone West<br><br>Ping-pong and World Cup, plus founders and builders worth meeting.<br><br>Spots are limited &amp; individually approved. RSVP:<br>https://luma.com/uehktron?utm_source=AIEWF_newsletter<br><img width="800" height="800" style="" src="https://pbs.twimg.com/media/HLsKGmwaIAAiO6Q?format=jpg&amp;name=orig" referrerpolicy="no-referrer">
Weird to see this just as the administration is delaying a model for the second time in weeks, apparently without clarity about its criteria.<br><br>You can’t be pro-growth, pro-innovation, and opaque at all the same time.<div class="rsshub-quote"><br><br>Under Secretary of State Jacob S. Helberg: Today, 35 nations signed the Joint Statement on AI Opportunity, aligning behind a PRO-GROWTH, PRO-INNOVATION regulatory approach for the AI era. A commitment to trusted supply chains, to mobilizing the private sector, and the infrastructure that will power the next century.<br><br>The<br><br><img width="1600" height="1066" style="" src="https://pbs.twimg.com/media/HLrf9btWYAEFRao?format=jpg&amp;name=orig" referrerpolicy="no-referrer"></div>
People are not getting how significant this news – The White House delaying GPT 5.6 – is.<br><br>Here’s the context and a suggestion.<br><br>Both @pmarca and @DavidSacks did everything in their power to keep the White House from meaningfully regulate AI.<br><br>About a month ago, sparked by Mythos, the White House realized that zero-regulation was an insane idea, and that some AI, sooner or later might pose massive risks.<br><br>What we have now is actually (in some ways) the worst of all possible worlds: a White House that de facto *is* regulating AI, but without transparency.<br><br>That leaves businesses and investors in doubt.<br><br>What we really need is a bipartisan committee—with transparent criteria and the judgements of independent scientists—and not just snap judgements from the White House.<div class="rsshub-quote"><br><br>Gary Marcus: Big Breaking News: White House asks OpenAI to delay GPT- 5.6.<br></div>
RT Craig Dennis<br>Re @jxnlco<br><img width="1600" height="1115" style="" src="https://pbs.twimg.com/media/HLr_ckFakAAOWJg?format=jpg&amp;name=orig" referrerpolicy="no-referrer">
RT Ornith<br>🫡Thanks to @_akhaliq for the help! <br><br>Now you can try🐦Ornith-1.0-9B on Hugging Face Spaces.<br><br>🔗 http://huggingface.co/spaces/deepreinforce-ai/Ornith-1.0-9B<div class="rsshub-quote"><br><br>Ornith: Aloha! 🌺 Meet Ornith-1.0, a family of open-source LLMs specialized for agentic coding.<br><br>Ornith-1.0 spans the full parameter sizes including 9B Dense, 31B Dense, 35B MoE, and 397B MoE. It achieves state-of-the-art performance among open-source models of comparable size on<br><br><img width="2048" height="1152" style="" src="https://pbs.twimg.com/media/HLqjo1CbMAAoc8u?format=jpg&amp;name=orig" referrerpolicy="no-referrer"></div>
RT ella schlaghecke<br>glizzy x Codex<br><br>http://codex-billboard.vercel.app<br><br>made by my goat @itsjessyin<br><img width="2048" height="1358" style="" src="https://pbs.twimg.com/media/HLr8pvcasAApVqJ?format=jpg&amp;name=orig" referrerpolicy="no-referrer">
From the 🐐<div class="rsshub-quote"><br><br>ClaudeDevs: Claude Tag is the next evolution of agents.<br><br>It's a proactive, multiplayer agent with memory and identity, built on top of Claude Code.<br><br>Learn more about how Claude Tag works and best practices for using it in this deep dive.<br><br><video width="1920" height="1080" src="https://video.twimg.com/amplify_video/2070234799529414656/vid/avc1/1280x720/srpIQV7663ZtUTYC.mp4?tag=28" controls="controls" poster="https://pbs.twimg.com/media/HLr0iKgaoAAgnfD?format=jpg&amp;name=orig"></video></div>
Oh wow "import via screenshot" is such a goated idea now that vision works! I like it and am bummed out that i never thought of it until today 🙃<div class="rsshub-quote"><br><br>Nick Fox: Whenever I post about Google Finance, I get two top questions: (1) when are portfolios coming? (2) can we get an app?<br><br>I’m excited to share we’ve added portfolios (can even import from other finance tools with just a screenshot 🤯) and we’re shipping a new Android app today!<br><br><video width="1920" height="1080" src="https://video.twimg.com/amplify_video/2070179958111301635/vid/avc1/1920x1080/uN1B1tRVlxq6MEWR.mp4?tag=28" controls="controls" poster="https://pbs.twimg.com/amplify_video_thumb/2070179958111301635/img/_ByMNo4_7AZPb2rO.jpg"></video></div>
Claude Tag is the next evolution of agents.<br><br>It's a proactive, multiplayer agent with memory and identity, built on top of Claude Code.<br><br>Learn more about how Claude Tag works and best practices for using it in this deep dive.<br><video width="1920" height="1080" src="https://video.twimg.com/amplify_video/2070234799529414656/vid/avc1/1280x720/srpIQV7663ZtUTYC.mp4?tag=28" controls="controls" poster="https://pbs.twimg.com/media/HLr0iKgaoAAgnfD?format=jpg&amp;name=orig"></video>
That's pretty cool! They decompose the weight matrices into interpretable subsets (that part needs a lot more than 4 tokens iiuc) and then basically tune down the subset for German, which destroys German performance while keeping almost everything else intact (unlike lora)<div class="rsshub-quote"><br><br>Goodfire: We removed an LM's ability to speak German by fine-tuning on only 4 German tokens.<br><br>As part of a 1-day hackathon with our product Silico, we removed a 67M-parameter language model's ability to predict German text, by tuning only a scalar factor on one subcomponent of the weights.<br><br><img width="1374" height="1576" style="" src="https://pbs.twimg.com/media/HLrCshabsAAJAxH?format=jpg&amp;name=orig" referrerpolicy="no-referrer"></div>
RT Nick Fiacco<br><br><img width="1672" height="941" style="" src="https://pbs.twimg.com/media/HLrtoL_a8AAkOcC?format=jpg&amp;name=orig" referrerpolicy="no-referrer">
RT Enyu<br><br><img width="447" height="447" style="" src="https://pbs.twimg.com/media/HLrr-hHa8AA2jk7?format=jpg&amp;name=orig" referrerpolicy="no-referrer"><div class="rsshub-quote"><br><br>jason: Post your best codex billboard<br></div>