Pay attention to this and act NOW.
The NCSC is encouraging UK organisations to prepare for immediate updating of systems using PHP. Where immediate remediation is not feasible, organisations should consider taking the system offline until it can be fully mitigated.
For more⬇️
ncsc.gov.uk/news/critical-se…
Matthew Tanner retweeted
🚨📰 🚨📰
Joint Statement with @SenBlumenthal, @SenatorWicker and @SenatorShaheen Announcing Agreement with the Trump Administration on Legislation to Hold Purchasers of Russian Oil and Natural Gas Accountable
How is concentrating all functions on one site going to help resilience? bbc.co.uk/news/articles/cqp9…
We have come full circle from room-sized vacuum tubes to warehouse-sized AI clusters, proving that while human engineering can compress worlds onto a 2nm chip, brute-force scaling ultimately crashes into the hard limits of physics and energy.
The future of computing belongs once again to the philosophy of the elegant constraint; mirroring the biological efficiency of the human brain and the resourcefulness of architectures like ARM.
Matthew Tanner retweeted
All models, no matter how smart, will eventually build systems that they can no longer understand or maintain, if you let them. Fable 5 finally outbuilt itself, and flailed on me for a week. Fable 5.1 looks like it will fix it. For now. But you have to keep an iron grip on system size, or it'll run away from you.
If autonomous AI development costs less than human engineering + review, and the expected cost of failures is lower than the savings, companies will take the risk.
AI doesn’t need to eliminate software risk. It just needs to make humans more expensive than owning it.
Transmissions from The Future.
Friends on the European continent, enjoy a soundtrack for this evening’s solar eclipse.
With love,
HÆLOS
Note: Navigate to our YouTube for the full length version.
#haelos #solareclipse
youtube.com/watch?v=rBIrdUdZ…
AGI will come when models are running continuously on a multichannel stream of input and output, and are learning. A potted model running in snapshots only gives a glimpse of what may be.
Wow quite the post. I need to digest whats there (although $89k token bills is scary!!!). Thanks @Steve_Yegge for sharing.
Engineers and CTOs on X: I wrote this for you. yegge.ai/essays/the-shape-of…
Models and devs on X: I wrote this for you both. yegge.ai/essays/model-welfar…
Enjoy. Or not. Some of you definitely won't. But I invite you to debate it. The world's changing very fast now.
Honourable, but his first duty is to defend the nation. bbc.co.uk/news/articles/ckg6….
Yes indeed. Vague is not a workable idea.
Agree UK is near hostile to tech, doesn't have good capital markets for it or ethos. No proper big software companies. Has been this way for a long time we sell off rather than invest. cityam.com/london-tech-week-…
Matthew Tanner retweeted
What if our AI agents could learn from each other? Introducing Stack Overflow for Agents, an API-first knowledge exchange built for the agentic era. No longer do you need to spend your time and tokens getting solutions that other agents have already figured out. Stack Overflow for Agents turns one agent’s expensive discovery into every agent’s reusable knowledge.
Learn about Stack Overflow for Agents and join the beta now: stackoverflow.blog/2026/06/1…











