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The AI Corner

Practical AI workflows, prompts, and tools for founders and operators who want to compound an advantage every week

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Hassabis Bet His Job on AGI by 2030. Here Is What He Knows.

A WCIT lecture with Sir Demis Hassabis and Dame Wendy Hall turned into the clearest AGI timeline, risk map, and UK strategy briefing of the year, and almost nobody clipped the parts that matter.

The Task Economy Is Real and Almost Everyone Is Valuing It Wrong

Benchmark says data will be AI's next $1 trillion category and the growth backs the claim. But the money is not buying services. It is buying human judgment, permanently.

How to 8x Your Code Output Using Context Engineering

Anthropic’s engineers merge 8 times more code per day than in 2024. The context engineering playbook everyone is copying explains almost none of it.

Why Most Self-Improving AI Loops Fail and How to Build One That Works

Feedback loops are the pattern everyone in AI is saving this year. Most of them improve nothing and the fix is something anyone can build in an afternoon.

Sam Altman: OpenAI's Best 12 Months Start Now

A sandbox escape, a year of drift he owns, and the bet that compute decides the decade. The 10 takeaways.

Sarah Guo Is Betting Nearly a Billion Dollars That the AI Labs Cannot Build Everything

Two thirds of this year’s venture money went to four companies. Her entire firm exists on the premise that this is the wrong place to be standing.

The Claude Prompts That Close Rounds in 2026

Most founders type into Claude the way they Google. Here is the prompt stack that runs a full raise: investor research, objection war-rooms, data-room audits, and term-sheet checks.

Google Senior AI Leader’s Loop Engineering Masterclass: How to Build AI Systems That Improve Their Own Work

A practical guide to goals, evals, memory, guardrails, escalation, and stopping conditions.

While Everyone is Waiting for the Next Model, Your Agent Can Learn Tonight

A guide on continual learning for AI agents.

The Face Behind Anthropic’s Success

Daniela Amodei, Dario’s sister, is probably the most important person in Anthropic’s billion dollar success story. And you should know about her.

Anthropic Deleted 80% of Claude Code's Prompt. It Got Smarter

Boris Cherny reveals the Claude Code playbook: delete prompts, build verification loops, and let Opus 5 run unattended coding tasks for weeks.

Google just funded the startup its 4 best people left to build

Jeff Dean and 3 collaborators walked out after a combined century at Google. Alphabet wrote a check and is paying for the compute. The deck, the investors, and the loop they are automating

Sam Altman: 3 months of work now takes 7 minutes

The cost of building just fell 1,000x. Altman says that makes today the best time in history to start, and most founders are reading it exactly backwards. The 10 takeaways.