Starting September 2025, Nate added a recurring weekly-recap format: he claims to read 15-23 hours of AI news and condenses it into a 5-9 story digest with a custom "make sense of this week" prompt attached. The format is consistent — top stories, then per-story what-happened/who's-involved/why-it-matters/what-to-watch — and the throughline across issues is infrastructure and power, not model benchmarks: chip deals (Nvidia-Groq, AMD-OpenAI), grid/power constraints as the real ceiling on scaling, agent-security concessions (prompt injection is "unlikely to ever be fully solved"), and repeated market whiplash where AI stocks get priced as simultaneously too weak to justify capex and too strong for incumbents to survive. Over the run, his framing sharpens: by January 2026 he's arguing AI "stopped being a thing companies talk about" and became something that just happens — in school zones (Waymo), in factories (Tesla converting car lines to Optimus production), and in the market (a fictional 2028 memo wiping real market cap). Each issue also doubles as a lead-gen vehicle for his Notion-hosted "prompt of the week."
Key moves
Read the week as commitments locking in, not just capability announcements — watch what's irreversible
Track power/grid constraints as the real bottleneck on AI scale, more than chip supply
Treat "OpenAI vs Google vs Anthropic" benchmark wars as reactive, code-red behavior, not steady strategy
Watch for market incoherence: pricing AI as both too weak (capex risk) and too strong (disruption risk) at once
Read acquisitions (Manus, Groq, CoreWeave stakes) as infrastructure and agent-execution land grabs
Note when labs concede permanent limitations (e.g. prompt injection) rather than promising fixes
Distinguish sell-side stories (who loses) from buy-side stories (what winners do with savings) — the market only prices the former
Use a repeatable weekly prompt to map "what happened" onto "what changes for my specific role"
2026-01-17 — The 5 AI stories worth your time this week — healthcare launches, LeCun's exit, and a one-week AI-built browser show what's actually compounding versus just hype.
2026-01-10 — The Week AI Infrastructure Got Real — Nvidia's Vera Rubin platform, Meta's Manus buy, and grid-power fights mark hardware competition shifting from chips to full systems.
2025-12-13 — 20 Hours of AI News in 10 Minutes — GPT-5.2's code-red launch, an AGI-skeptic's viral GPU argument, and AI agents finding real DeFi zero-days.
2025-10-18 — Grab My Custom Prompt for This Week's AI News — Google's validated AI-generated cancer hypothesis and Karpathy's $100 nanoChat headline a science-and-education-heavy week.
2025-10-04 — I Spent 20 Hours Reading AI News — a custom prompt for reading agent-story news, condensed into a 10-minute briefing.
2025-09-20 — AI's $100 Billion Dollar Week — Nvidia and Intel's 30-year rivalry ends alongside a $100B AI peace treaty and a Chrome AI upgrade.
2025-09-13 — AI News & Notes: Week of Sep 8 — the debut of this weekly format, covering Oracle's OpenAI deal, Anthropic's memory play, and FTC scrutiny.