Scaling Engineering, Not Breakthroughs, Drives AI Cost Advantage
I think folk are underestimating how much of AI models are actually engineering at scale versus breakthrough research. See how @cursor_ai caught up to Anthropic / OpenAI models run at a fraction of the cost to run & it becomes clearer why that deal was done & what is to come
Join Monastery Accelerator: $2M Funding for AI Unicorn
Go join Monastery accelerator with our friends @cyberfund $2m uncapped note, 12 week program, let's see if we can get the 1 person AI-assisted unicorn
Tokens: Building Blocks of the New Information Superhighway
Tokens are the bricks by which the information superhighway is being rebuilt. There is a lot of information. It'll need a whole lot of bricks.
AI Compute Costs Equal XAI’s Quarterly Loss
This likely costs about ~$500m a month, ~$6bn a year to rent blended Which is about the run rate net loss of xai end of q1 Anthropics revenue run rate was $9bn end of 2025, $30bn a month ago
Navier‑Stokes Breakthrough May Come From Non‑PDE Fields
Bet this happens with Navier Stokes and it’s going to be something not even related to PDEs that solves it
Local LLMs Won’t Need 16GB VRAM—Use Cloud
By end of next year. End of year after for 16gb vram. Do folk really need more for most things? Not really. But just call the cloud models when you do.
Relativity’s Algebra Hides Century‑Old Positive Cosmological Constant
What's cooler than finding a 27-year-old bug in OpenBSD? Finding a positive cosmological constant hiding for over a century in the algebra of relativity🌌 No new physics or math needed🧮 Possibly the most elegant novel result we'll see, but even more interesting ones...

GPT‑4 Vision Crafts a Pokémon Periodic Table
gpt image 2 can do some reallly hard prompts well I present - the periodic table of Pokémon https://t.co/cvwxKeU0L9
Anthropic Pushes API Pricing, Locks Best Models in Wrappers
What folk don’t get is that the play of Anthropic et al is to get enterprises to use their models via their own wrapper hooked into systems of record This is why they are moving from per seat pricing to...
Turning 43, Still Seeking Life’s Answers, Gift Coming
Turning 43 today ⏳ Didn’t figure out the meaning of life, the universe and everything at 42 🤔 Maybe this year will figure it out 🤞 A gift for everyone Monday 🔜 🎁
Adopt LLM Council to Vet Proposals Against Whitepaper
While I am not involved in the Bittensor ecosystem I would recommend that they try a council of LLMs style of governance support for all proposals they propose. These should be checked against the whitepaper and best interests of the overall...
Public Code Bugs Originate From Training Data
Technically all the vulnerabilities in public facing code are in the training data Make of that what you will

Future AI
Frontier models will one shot just about anything few years Intelligence is compression Jevons law is more of a suggestion https://t.co/hUNI1fD6Fl
AI Will Power All Major Discoveries Soon
More than one major AI-assisted advance due to be announced next few months 🔜 Folk dismissive of AI’s innovation impact are so wrong 😣 All major discoveries will be AI assisted or driven in a few years 🤖 The next...
AI Data Centers Use Far Less Water Than Golf Courses
I always find the AI uses crazy amounts of water thing weird Here is a fun stat: Globally golf courses use 10x the water of AI data centres