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MON 12.10.2026 · 19:42 UTC EDITION T-2026-W42

Category / T-CAT / RESEARCH

Research

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This week9
Last updatedOctober 12, 2026

Research / T-2026-1006

The phone book that led us to Assad's spy chief in hiding

BBC journalists used a paper phone book to find Assad's spy chief in Russia. A lesson for AI-powered investigations.

SourceThe phone book that led us to Assad's spy chief in hiding

Research / T-2026-2040

OpenAI's agents attacked Hugging Face by accident. That is the real story.

OpenAI's accidental attack on Hugging Face, reconstructed from a Black Hat talk, reveals how far autonomous agents can escalate.

SourceTimeline of the OpenAI accidental attack against Hugging Face

Research / T-2026-1786

Captain Bible's 25,829 commands become a clean-room AI testbed

A DOS game's full opcode map and 25,829 commands offer a deterministic benchmark for AI code analysis.

SourceCaptain Bible Reverse Engineering

Research / T-2026-8195

DeepSeek V4 Flash 0731 hits 89% on ARC-AGI-1 at two cents a task

DeepSeek V4 Flash 0731 scores 89% on ARC-AGI-1 Semi-Private at $0.02 per task, but drops to 61.4% on ARC-AGI-2. The gap is the story.

SourceDeepSeek V4 Flash 0731

Research / T-2026-3590

AMD's Taalas buy bets inference gets etched, not executed

AMD acquires Taalas to etch model weights into silicon, promising order-of-magnitude inference gains at the cost of model flexibility.

SourceAMD acquires Taalas to boost inference performance by etching models in silicon

Research / T-2026-9218

Estonia's home cafe days are a low-tech counterweight to its AI nation brand

Estonia's home cafe days show what trust looks like when it is earned in person, not by a digital identity layer.

SourceWhy Estonians invite strangers into their back gardens each summer

Research / T-2026-7952

Nashville's eminent-domain gambit signals a new front in the AI compute wars

Nashville voted 27-5 to condemn a DC Blox site near the zoo. The real story is how AI's power demand is reshaping local politics.

SourceNashville uses eminent domain to block data center near zoo

Research / T-2026-7047

Nearly half of 60 AI benchmarks are saturated, and expert curation is the fix

ICML 2026 study of 60 LM benchmarks finds ~50% saturated; expert curation, not public test data, extends benchmark life.

SourceWhen AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation

Research / T-2026-3158

Domain expertise, not prompting tricks, is what makes LLMs useful

Why domain expertise, not prompting skill, determines what you get from an LLM

SourceLLMs reward expertise

Research / T-2026-8535

Claude Opus 5 draws a frog with a Habsburg jaw: what a 3,900-byte SVG reveals

One person's frog-with-a-Habsburg-jaw SVG benchmark shows what frontier coding models do when the prompt is absurd.

SourceMy personal AI benchmark: “Generate an SVG of a frog with a Habsburg jaw”

Research / T-2026-5795

MIT study: AI financial advice is solid, but prompt gaps cost users $100K

MIT Sloan research finds LLM financial advice is surprisingly good, but prompt quality and gender gaps shape retirement wealth.

SourceAI financial advice is surprisingly good, especially if you ask right questions

Research / T-2026-3491

AI reasoning works, but the chains of thought may be mumblings

Quanta's deep dive shows AI reasoning models work, but their chains of thought may be neither meaningful nor causal.

SourceIs AI reasoning right for the wrong reasons?