will brown
something has definitely shifted in the past few weeks. seeing a huge uptick in large enterprises wanting to secure compute and post-train their own models in house, frequently on top of GLM-5.2. everyone is starting to understand how open source wins.
Lindsay McCallum Rémy
taking "@openai is cooking" to a new level.
our chief research officer @markchen90 loves to cook so when @swyx and @allenpark started a new show, there was only one thing to do.
https://www.youtube.com/watch?v=fpAthTtha8c&t=5s
Feels pretty weird that I can only directly access Codex on mobile through this random iPhone shortcut I made.
(yes I know I can use chatgpt but that takes too many taps)
Beff (e/acc)
Everyday the admin holds back American frontier models is a day the chinese models gain market share and customer trust.
This will be unbelievably damaging to the American economy overall.
zerohedge: "the share of tokens used for US models on OpenRouter has collapsed": Bloomberg
Alex J Meyers
Re Garry, been following you for a bit. I work at Gusto and loved your talk you did with Eddie.
I’ve been using GBrain on my personal OpenClaw for a bit and recently have been adapting it for Gusto’s Claude Code flows (I had built an adapter but just ripped it out for your Claude Code MCP).
Getting GBrain hooked into Gusto’s MCP stack and workflows has veen been a bit of work, but oh my lord it was so worth it.
Claude Code with MCPs to our data sources - nice, but still kind of an idiot.
Claude Code with GBrain indexing my Slacks, meeting notes, documents & dashboards - PRICELESS!!
Now I’m building loops to automate my PM grunt work and focus more time talking to customers. Wouldn’t be doable without your inspiration & GBrain. Thank you 🙏
lol this is pretty insane but I'm not surprised
Identity verification 100% coming to model access
Lenny Bogdonoff: TIL
I'm planning to go to Japan (again!) in December and this time I asked Codex to use the browser to navigate Google Flights and individual hotel websites, find and save all the prices, give me the direct booking links on the dates that I want + save it all in a doc. I should just tell it to book everything next.
Jared Friedman
A funny thing is that LLMs are not particularly good building agentic systems. For the moment, you need human expertise to do it well.
lily zhang
http://x.com/i/article/2069838668370673665
Daniel Jeffries
There will be more and more pressure and more money and lobbying behind open soon.
It is not a "two big companies have all the power in AI" situation like some imagine.
The financial incentives are shifting away from single monopoly ownership and those companies will have a lot of power to push back against regulatory capture and overreach. We need this to happen a lot faster before the barriers are setup and destroy us.
That's because the opposite is also possible if we keep going down the road of closed.
The more our companies and governments gate and close off, the worse we compete in the world.
We are single handedly killing our own economy and competitiveness with stupidity right now.
Slowing rollouts. Half baked orders and laws. Outright stupid laws. Fear Mongering. NIMBYs. Luddites running rampant. Regulatory capture.
The future is ugly if we keep going down this path.
We're speed running dystopia.
But the economic winds are shifting. American business will have a lot of say in what comes next. They need to wake up and see that the regulatory capture and populism is not in their favor and that if we have to beg companies and governments for access and submit to face scans and upload our birth certificate, it will work briefly and then it will really start to hurt us, and then we simply will not be able to compete and we'll incentivize the rest of the world to run fast in the another direction.
Rohan Paul: UBS says 60% of companies now watching AI budgets are moving to cheaper models and open-source Chinese models
The pressure is coming from extreme bills, including users spending up to $35K/month, teams exceeding quotas by 200%, and companies cutting internal AI tools from 5 to
Daniel Jeffries
It doesn't take much skill to game this out and see where we're going if we keep this up.
Kneecap our own companies. Gate everything. Let regulatory capture and fear mongering win. Have our people and companies beg for access to models from AI labs and Big Daddy government.
It spells the end of our competitiveness, destroys trust, wrecks our economy, destroys beneficial second order effects and gift wraps a turbo booster for China, their economy, and their tech stack.
I have never seen such short-sightedness and stupidity in the county I love more than anything in my entire fifty years.
And I've never seen more morons pushing for this and cheering it on.
We've got to wake the hell up fast.
Perry E. Metzger: What happens if American AI labs can't compete with Chinese labs? You can regulate US labs all you want, you can ban Americans from using open source software, you can do all sorts of counterproductive things, and all of them will just enhance Chinese competitiveness.
The
Williams_Wang
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.
Adam Thierer
“We're in a weird state of the world where the supposedly totalitarian regime is trying to open up the technology, and the supposedly democratic government system is trying to restrict and control technology. We're in, like, opposite world.” - @pmarca 🎯
Inside AI Policy: White House advisor Andreessen opposes export controls on Anthropic’s Fable http://ow.ly/7K4g106A614
Brad Gerstner
Fable is currently export controlled & rumors are that 5.6 will also be subject to an approval framework. Whatever jiu jitsu the Chinese are using to get us slow down our own frontier models while letting their models run free appears to be working. Who is capturing who? 🧐🇺🇸
Bill Gurley: This is what’s causing Anthropic to aggressively beg for govt protection (see below). Customers are finding cheaper alternatives. Keeping employees requires continuing ultra-rich secondaries ($$$) that are dependent on revenue growth. When you can’t win on the field go to DC.
Ziad Obermeyer
My friend the brilliant @kevin_volpp dropped dead
He survived (read abt it: https://tinyurl.com/ypcpdzpz)
But every year 300-400,000 in the US don't
This week: our @nature article (+A.Schubert J.Ross @m_sendhil M.Lingman) applies AI to this medical mystery
https://www.nature.com/articles/s41586-026-10674-6
Don’t be a mid startup
It’s true
Hang Huang: YC really said goodbye to our batch with:
"please do not be mid"
noted @ycombinator
The OpenAI Foundation
The OpenAI Foundation is joining Intercept as a founding partner through our AI resilience program.
As AI accelerates advances in biology and medicine, we also need to prepare for the risks of misuse, including the potential for engineered outbreaks.
Intercept Health Fund is working to end respiratory pandemics through a pathogen-agnostic approach, investing in broad-spectrum preventatives and non-pharmaceutical interventions that can protect against a wide range of threats and strengthen a new layer of resilience for humanity.
https://blog.interceptfund.com/p/ending-respiratory-infections
Small things I wish Claude Code had:
1. Bring back ability to steer conversations while Claude is working
2. Make mobile remote control for all threads on by default
3. The shortcut keys seem only accessible if you have the sub-menu open? Consider supporting "cmd + key" so we can hotkey to different threads with the keyboard. If I hold down cmd I should see all the shortcuts in the UI.
4. Let me drag and drop to re-arrange my projects on left nav
GPT-5.6 Sol preview — it's a good model:
OpenAI: Introducing a limited preview of GPT-5.6 Sol, our next generation frontier model, as well as GPT-5.6 Terra, a balanced model for efficient, everyday work, and GPT-5.6 Luna, a fast and affordable model for high-volume work.
https://openai.com/index/previewing-gpt-5-6-sol/
The UI for AI is here. It's @shadcn
shadcn: Today we're releasing a new set of components for building chat interfaces.
We've taken the patterns we build every day, rethought the abstractions behind them, and turned them into components you can compose and customize.
We're starting with the conversation layer: streaming,
Liz4SF
Congratulations to @TheVOSF for winning 9 CA Journalism Awards, including 4, 1st Place Awards. Please help us expand our coverage & reach by urging your friends & family to subscribe w/ a monthly $10 tax-deductible donation: http://thevoicesf.org/support-our-publication
And special thanks 🙏to the creator of http://911sf.org - who helped me snag 1st place for this article: https://thevoicesf.org/open-data-shows-sf-police-drug-calls-surge-50-in-two-days/
From what I'm seeing, alot of the money has moved to services (with some software bundled), not software.
People want outcomes, not tools.
It's feels really hard to build a pure-play software company that's more valuable to people or companies than just using Codex/Claude Code with a bunch of personal skills and agents.
Thoughts?
Aditya Agarwal: It is stupidly hard to start a pure software company right now.
Customers don't want software, they want outcomes. So you end up having to do a lot of custom work for them.
Anything horizontal is on a ticking clock.
Every customer wants to deeply customize.
There are
have been testing 5.6 for a while and VERY happy with it. DO NOT view this as just a “cyber” release, it is the new sota workhorse model, completely replacing opus for 80% of tasks for me
> GPT‑5.6 Sol is competitive with Mythos Preview using only ~1/3 of the output tokens.
this is a very key line. OAI posttraining team has shifted the reasoning pareto frontier by A LOT and they arent saying anything about how they did it because this is the single most important competitive advantage right now in agentic models for enterprise.
team really locked in on this one, i honestly wish they just went ahead and called it GPT6 because this minor semver bump is far larger than even the 5.4->5.5 jump which itself was the single most successful openai launch since 4o/o1
OpenAI: Introducing a limited preview of GPT-5.6 Sol, our next generation frontier model, as well as GPT-5.6 Terra, a balanced model for efficient, everyday work, and GPT-5.6 Luna, a fast and affordable model for high-volume work.
https://openai.com/index/previewing-gpt-5-6-sol/
lily zhang
from Write & Learn (thx @MilksandMatcha @philipkiely @swyx), my most important takeaway, 𝐛𝐮𝐢𝐥𝐝 𝐚 𝐝𝐞𝐧𝐬𝐞 𝐫𝐞𝐰𝐚𝐫𝐝 𝐟𝐨𝐫 𝐲𝐨𝐮𝐫 𝐰𝐫𝐢𝐭𝐢𝐧𝐠.
fun fact. most people know @swyx as the famous podcaster, the AIE godfather. meeting him in person, I saw something different ... (clickbait intended)
lily zhang: http://x.com/i/article/2069838668370673665
Kushal Byatnal
we're hosting a mango tasting next week at the AI eng conference in SF! 🥭
we're literally importing 100s of mangos from India for this (I had to ask my dad for an invite to his secret whatsapp group)
if you've never had indian mangos before, you're missing out. easily the best fruits in the world
stop by to try them out!
Extend: Our team is bringing literal crates of mangos to the @aiDotEngineer World Fair during the Welcome Reception!
Served freshly cut and perfectly ripe, come by the AIE Lab booth Monday 4-7:30 to see if it lives up to the hype 🥭
We have it on good authority that they will go fast
Pennie Li
Growing up I played a ton of Zynga games like FarmVille and Words with Friends (didn’t even realize Words was a Zynga game until years later)
This was a full-circle moment now building in consumer AI and getting this surprise book in the mail!
Excited to dig into Life at the Speed of Play by Mark Pincus and pairing it with the recent podcast too - thank you @garrytan!!
Takeaways so far:
1. Ship at the speed of play
2. Obsess over what people actually love
3. Turn iteration into a repeatable system
Abby Grills
Optimizing for social approval from people who aren't building anything is the very best way to stay mediocre.
https://x.com/garrytan/status/2067101283493040518
Garry Tan: You’ll never achieve anything if you are afraid of being cringe
Then again this is from someone trying to use looksmaxxing to achieve outsize return, good luck with that
Basil Chatha
Forward Deployed Engineering is the most critical ingredient for Enterprise AI adoption. It’s why the most important companies on the planet are investing so heavily into it.
That’s why we put together the Forward Deployed track at this year’s AI Engineer World’s Fair on Tuesday, June 30.
Learn about the current state of the industry and where its headed from the people and companies leading the charge.
Everything it REALLY takes to deploy agents in production and transition our economy to the new world order
Don’t miss it :) (more details and link in comments) ↓
we have been scaling without slop by working with aligned domain experts to add coverage
with both oai and ant launching multi-billion dollar services arms, it’s clear that FDE is one of the most in demand disciplines on earth, but I have never done the job
it’s been an absolute pleasure working with Basil on our first ever AI FDE miniconference!
see at https://ai.engineer/wf next week
Basil Chatha: Forward Deployed Engineering is the most critical ingredient for Enterprise AI adoption. It’s why the most important companies on the planet are investing so heavily into it.
That’s why we put together the Forward Deployed track at this year’s AI Engineer World’s Fair on
in other news, we updated the 5.5 instant model used in chatgpt this week.
i like its vibes.
Miguel Alvarado
I was at the first AI Engineer Summit @aiDotEngineer ~500 people, limited admission, felt like a secret.
Next week it takes over Moscone West: thousands of engineers, 400+ sessions. Huge props to @swyx. 👏
And this year my team is on the stage. 🎤
July 2 — Akele Reed, Dave Revere & Doug Keller present: "Evals-Driven Development: Engineering a Mental Health AI Coach Ethically & Safely"
In mental health, vibes can be dangerous. So we built both safe and effective: → Clinical Feedback Loop (therapist judgment → machine-readable evals, in prod) → An Ethics Engine of modular guardrails → Supervisor/Executor/Evaluator agents for clinical adherence
Couldn't be prouder. Room 2005, 1:30pm. Come with hard questions.
🔗 http://ai.engineer/worldsfair/2026
So let me get this straight:
1. We publish frontier models
2. They get distilled into cheap open source models
3. US companies adopt the same open source models because they're good enough and much cheaper
4. We start gating access to frontier models
What next? US companies innovate less? Open source models become more attractive?
Peter Yang
So let me get this straight:
1. We publish frontier models
2. They get distilled into cheap open source models
3. US companies adopt the same open source models because they're good enough and much cheaper
4. We start gating access to frontier models
What next? US companies innovate less? Open source models become more attractive?
Kenneth Roth
The decades-long prison sentences imposed on a group of Texas activists who were protesting against ICE, using the guise of "terrorism," are an outrage clearly designed to suppress such activism. https://trib.al/OzfJuFw
Paul Graham
Step 1: Invent a new extra-bad category of crime, like "hate crime" or "terrorism", with extra-harsh punishments.
Step 2: Expand the definition of the new kind of crime to include anything, or anyone, that you want to punish extra harshly.