Category / T-CAT / RESEARCH
Research
Research / T-2026-8206
Wordit's Word Chain Game Reveals the Hidden Structure of Language
A simple word game where you change one letter at a time exposes the graph structure of language — and why AI models find some tasks easy and others hard.
SourceShow HN: Wordit – Change One Letter, Keep the Chain Going
Research / T-2026-7086
Baidu's Unlimited-OCR: One-Shot Parsing That Changes the Cost Calculus
Baidu releases Unlimited-OCR, an open-source model that parses entire documents in one shot, challenging cloud API pricing.
SourceUnlimited OCR: One-shot long-horizon parsing
Research / T-2026-2603
Prompt Injection as Role Confusion: LLMs Cannot Tell Speaker from Style
MIT researchers show LLMs confuse injected text with trusted roles based on style alone, achieving 60% attack success on frontier models.
SourcePrompt Injection as Role Confusion
Research / T-2026-4289
Running Windows NT on a GameCube is a feat of emulation archaeology with lessons for AI
Porting Windows NT to GameCube/Wii is a technical curiosity. It also mirrors how AI researchers resurrect old models and simulate rare hardware.
SourceWindows NT for GameCube/Wii
Research / T-2026-0274
The open-model switch is cheaper than most professionals think
A new essay makes the case that open-weight models are now close enough to frontier APIs that switching is a viable option for technical professionals.
SourceThere is minimal downside to switching to open models
Research / T-2026-8208
Cloudflare's temporary accounts solve a hidden bottleneck for AI agents
Cloudflare's temporary accounts let AI agents deploy Workers without human signup. The move exposes a deeper bottleneck in the agentic coding loop.
SourceTemporary Cloudflare accounts for AI agents
Research / T-2026-2619
John Jumper leaves DeepMind for Anthropic, taking AlphaFold know-how with him
AlphaFold lead John Jumper leaves DeepMind after nine years to join Anthropic, signaling a major talent shift and a bet on AI for biology.
SourceJohn Jumper to join Anthropic
Research / T-2026-9953
Noam Shazeer Leaves Google Gemini for OpenAI
Noam Shazeer, co-lead of Google Gemini and co-author of the transformer paper, joins OpenAI. Analysis of what his move means for AI research and the talent war.
SourceNoam Shazeer Joins OpenAI
Research / T-2026-9310
GLM-5.2 tops the open-weights leaderboard, but the cost story matters more
GLM-5.2 leads all open-weights models on Artificial Analysis, scoring 51 on the Intelligence Index. At $0.46 per task, it sits on the Pareto frontier — but its token inefficiency…
SourceGLM-5.2 is the new leading open weights model on Artificial Analysis
Research / T-2026-2610
GPT-NL: A Sovereign Language Model for the Netherlands
The Netherlands invests in a sovereign, transparent LLM built from scratch. A model for how Europe can compete on governance, not just compute.
SourceGPT‑NL: a sovereign language model for the Netherlands
Research / T-2026-5427
LLMs make rewriting cheap and reviewing expensive
AI-generated code shifts the bottleneck from writing to reading, making review the expensive step and rewrite the cheap one.
SourceReviews have become expensive, rewrites have become cheap
Research / T-2026-0046
Rio de Janeiro's 'homegrown' LLM appears to be a merge of an existing model
Evidence posted to a GitHub issue suggests Rio-3.5-Open-397B is not an original training effort but a direct weight merge of Nex-N2 and Qwen3.5.
SourceRio de Janeiro's "homegrown" LLM appears to be a merge of an existing model