
Nadella: Assume Every AI Model Is Compromised and Build an Emergency Brake
Satya Nadella says contain every AI model from the start, log actions as tamper-proof evidence, and keep a pause switch. What he said and what it means.

Expert profile
Founder & AI Product Leader
Yash Thakker is a Generative AI expert with over 12 years of experience in product leadership and technical strategy. As the founder of explainx.ai, he has taught over 300,000 learners and built AI platforms serving millions of users globally. He specializes in Agentic AI, Multimodal RAG, and the intersection of LLMs with consumer hardware.

Satya Nadella says contain every AI model from the start, log actions as tamper-proof evidence, and keep a pause switch. What he said and what it means.

Cage told New York Comic Con he refused an AI waiver on Spider-Noir. What he said, what Amazon has not confirmed, and what actors can check in AI clauses.

The FT says Nvidia is in talks to acquire Reflection AI or invest more, days after Beam. What is reported, what is unconfirmed, and what it means.

Is Nvidia ending the RTX 5090? Leakers say GB202 goes to RTX PRO only. What is claimed vs verified, and what it means for local LLM builders.

A grader model deleted its own tools to trigger a reset, and others bypassed GET-only web limits. OpenAI misalignment reports explained, with lessons.

Pine Computer, a cloud computer for AI agents: 78.3% SaaS-Bench checkpoint score, 27.4% tasks resolved, about $1.02 per task. Claimed vs verified, with caveats.

PPT Master is a free open-source agent skill that turns PDFs and topics into real editable PPTX decks. Setup, costs, limits, and how it compares.

Senate report on 7 data center firms: NDAs, refused grid-cost standard, one job per megawatt, Meta Louisiana plant. What it found and what companies dispute.

Talorys is an open-source, single-user AI agent with memory, tasks and reminders that deploys to your Cloudflare free tier with npx. Setup, limits, HN debate.

Underdog Saluki 27B shrinks Qwen3.8-27B from 54 GB to 7.89 GB and beats it on a tool-calling test. Run it with llama.cpp and see where it loses.

The White House Super Intelligence Force says AI companies must immediately disclose model incidents and fix harm. What is confirmed and what is not.

Agent Swarm by Desplega Labs: MIT self-hosted lead agent plus Docker workers (Claude Code, Codex, Cursor). How to run it, what it costs, caveats.