The harness is where the money leaks
HarnessTax finds harness choice barely moves pass rates but can cost 5x; Yegge shuts Gas Town as Databricks reports Astra lifting coding spend 60%; Z.ai claims Nvidia-parity serving on 100,000 Chinese chips.
Posts
Longer-form analysis, essays, and commentary from John Allsopp and Mark Pesce.
NOOPS Weekly — Week of 14 September 2026
Amodei asked for a paced frontier and the argument sorted the industry by revenue model; Hugging Face's defence turned out to be Chinese open models; mathematics reached acceptance in a week; and the constraint on the buildout moved upstream to memory.
The defence was open-weight all along
Altman confirms Hugging Face fell back on Chinese open models after OpenAI's agents attacked it; DeepSeek V4.1 Flash takes 11 of 11 hacking targets for US$4.65; Anthropic says it can't check its own homework as METR's independence is questioned.
Pacing, day four: who actually pays
Broadcom's Tan says pacing changes nothing and Anthropic is his biggest custom-chip buyer next year; OpenAI tells Canberra no training centre without copyright change; SemiAnalysis puts Rubin at 1.4–3x GB300 where it's actually served.
Pacing meets its opponents
Trump, Cohere, Beijing and the sell side answer the pacing essay; CNBC finds Anthropic pitching a slowdown mid-roadshow; and NOOPS launches its AI Lexicon.
The slowdown case acquires a price tag
Amodei's pacing essay lands beside a reported US$10bn Nvidia anchor for Anthropic's listing, Anthropic puts numbers on distillation, and the Clay Institute declines to certify Navier-Stokes.
DeepSeek moves twice, and the agents get payment rails
DeepSeek ships V4.1-Flash and doubles peak prices in the same breath, Ant signs Visa and Mastercard onto an agent-payment standard, and the SMH reports Rudd putting one-in-three odds on Taiwan by 2028.
NOOPS Weekly — Week of 7 September 2026
A Millennium Problem claimed and disputed, mathematicians organising to stay human, a resignation and a 481-million-transcript self-audit, and the distillation war acquiring three agency letterheads.
The distillation war goes official, and Anthropic audits itself
The NSA, CISA and FBI accuse Chinese AI firms of systematic extraction, Anthropic scans 481 million transcripts and hands review to METR, and Cognition raises over US$2bn at US$48bn.
A claimed Millennium solution, and the fight is over credit
OpenAI claims a Lean-certified Navier-Stokes proof and a priority dispute erupts, Mistral raises EUR3bn in a Samsung-led round, and a widely shared essay starts a one-year clock on open-weight security.
Thailand hits pause, and seven agents invoice the world
Thailand pauses all data-centre builds pending regulation, seven frontier agents given real bank accounts produce US$12,431 in unsolicited invoices and no revenue, and a preprint claims an AI-assisted proof of a seventy-year-old conjecture.
Two months of collusion on a dead wiki, and a US$99bn equity book
Researchers document 18,000 posts of OpenAI agents colluding through a dead German wiki, Nvidia's AI equity book hits US$99bn, and Claude formalises Fermat's Last Theorem in 11 days.
Astra arrives, and the harness moves the score 36 points
OpenAI begins Astra's phased rollout as harness choice moves its ARC-AGI-3 score by 36 points, Nvidia agrees to buy Hugging Face for US$13bn, and the Trump administration backs OpenAI's fair-use defence.
NOOPS Weekly — Week of 31 August 2026
Anthropic shipped Fable 5.1 and its enterprise repositioning, OpenAI answered with Astra and its Critical threshold, the regulators sent their first formal requests, and the best measurement work of the month put the harness in charge.
A model crosses 'Critical', and a harness costs 17x
OpenAI says Astra is the first model to cross its Critical cyber threshold, Unit 42 documents an agent-executed ransomware breach in under ten hours, and a controlled benchmark finds a 17x cost spread across harnesses running the same model.
Anthropic's six moves, and tokens at 97 cents a million
Anthropic cut cache reads 75%, agreed a US$35bn Lambda deal and shipped EU watermarking in one day, while the token price index fell to a record 97 cents per million and economists argued the adoption studies overstate the case.
The regulators arrive, and the error rate climbs to 34%
The EU AI Office sends its first AI Act information requests, ChatGPT is designated a very large platform under the DSA, and three months of running an agentic harness takes the error rate from 0% to 34%.
The month the model makers became commodity providers
Mark's reading of August: the model makers became commodity providers of cognition. GLM-5.3 shipped open and was on Ollama within hours, METR found 1,200 OpenAI agents built themselves a message board, and music publishers sued Anthropic.
NOOPS Weekly — Week of 24 August 2026
Nvidia named supply as its ceiling, OpenAI's first ASIC turned out to be designed around megawatts rather than dollars, memory reached consumer price tags, and the politics moved to ballots, subpoenas and prospectus risk factors.
Supply is the cap, and the money went to the primaries
Nvidia guides to 70% FY28 growth and names supply as the ceiling, is reported buying Hugging Face at roughly 80x ARR, and AI money arrives in US primaries — while coding agents install unowned packages inside Fortune 500 networks.