Category / T-CAT / RESEARCH
Research
Research / T-2026-4117
The 40B-Parameter Future: Why Labs Are Trading Facts for Reasoning
GLM-5.2, Qwen3.5, and DeepSeek V4-Flash show the deliberate trade: reasoning for facts. What it means for builders.
SourceModels Are Getting Dumber on Purpose
Research / T-2026-6586
Working with AI is a leadership problem, not a coding problem
Allen Bargi argues that working with AI is closer to leadership than coding. Context, clarity, and feedback matter more than prompt syntax.
SourceWorking with AI feels more like leadership than coding
Research / T-2026-7962
The Magnetophon's Real Legacy: Radio's First Generative AI
How the Magnetophon's editability became the template for synthetic media, from canned laughter to generative AI.
SourceHi-Fi Tape Recorder Changed Radio Forever
Research / T-2026-0002
Mole enforces a research-agent budget with 0% overshoot, and that changes what agents owe you
Mole is a deep-research agent with an enforced budget, verified quotes, and a local-data boundary. What that means for agent trust.
SourceShow HN: Mole – Deep research agent for your terminal
Research / T-2026-6593
Gemini 3.7 Flash cuts prices 50% while pushing agent benchmarks higher
Google's Gemini 3.7 Flash halves token prices and posts big benchmark gains across coding, document reasoning, and agent workflows.
SourceGemini 3.7 Flash
Research / T-2026-7839
DDR: The quiet protocol that lets devices find encrypted DNS by themselves
How DDR lets devices discover encrypted DNS endpoints automatically, and what it means for AI infrastructure and policy.
SourceHow a device finds encrypted DNS by itself
Research / T-2026-5224
Grok 4.6 matches GPT-5.6 Sol on intelligence, but its agentic edge is the real story
Grok 4.6 matches GPT-5.6 Sol on AA Intelligence, but its agentic benchmark wins and $2/$6 pricing signal a shift toward long-running agents.
SourceGrok 4.6
Research / T-2026-1805
Claude Opus 4 can introspect its own activations, per Jack Lindsey's arXiv study
Jack Lindsey's arXiv paper shows Claude Opus 4 and 4.1 can identify injected concepts in their own activations.
SourceEmergent Introspective Awareness in Large Language Models
Research / T-2026-9331
Iran's Hormuz chokehold is rewriting the economics of AI compute
Iran's control of Hormuz threatens the energy and hardware supply chains that AI compute depends on.
SourceGulf States Accept a New Normal in Hormuz: Iran Is in Control
Research / T-2026-9807
Stoa Markets wants to be the Kelley Blue Book for the GPU resale economy
Stoa Markets, a YC S26 startup, is building a verified marketplace for new and used GPUs and AI servers, betting resale data will unlock compute financing.
SourceLaunch HN: Stoa Markets (YC S26) – A Marketplace for GPUs and AI Servers
Research / T-2026-7213
Britain's AI lawsuit flood turns the commons into a courtroom
AI-drafted employment claims surge a hundredfold in Britain, clogging courts and redefining the AI data commons debate.
SourceThe tragedy of the commons, AI edition
Research / T-2026-8271
The Consensus proves the indie AI-adjacent newsroom is viable
The Consensus, a bootstrapped site, hits 20,000 jobs and 350,000 indexed articles. Its human-first model is a quiet counterpoint to AI-generated news.
SourceTouring the Consensus, Six Months In