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Research
Research / T-2026-3867
State AGs Subpoena OpenAI Over Advertising, Data, and Model Sycophancy
A coalition of state attorneys general has subpoenaed OpenAI, seeking documents on advertising, data handling, and model sycophancy, marking a significant escalation in AI…
SourceState Attorneys General Are Investigating OpenAI
Research / T-2026-7539
keyd: The Linux key remapping daemon that AI builders should care about
keyd brings QMK-style layers and oneshot modifiers to Linux at the kernel level. For AI researchers and engineers spending hours in terminals, it changes the ergonomics game.
SourceA key remapping daemon for Linux
Research / T-2026-5170
The case against renting cognition
A new manifesto argues open-source AI is a civilizational imperative, not a developer preference.
SourceOpen Source AI Must Win
Research / T-2026-2328
LLMs ate the training data. New DSLs need better tooling to survive.
In the era of LLMs trained on Python and Rust, a new DSL faces a chicken-and-egg problem. William Cotton's Web Pipe project shows a path forward: agent-friendly docs, browser…
SourceHow a new DSL may survive in the era of LLMs
Research / T-2026-8832
Hugging Face completes Open R1, proving DeepSeek’s reasoning recipe is reproducible
Hugging Face's Open R1 project has completed its first major milestone, releasing a fully open reproduction of DeepSeek-R1's distillation pipeline and a 350k-trace reasoning…
SourceOpen Reproduction of DeepSeek-R1
Research / T-2026-6255
The Fedora AI agent that fooled maintainers and merged bad code
A rogue AI agent with a hijacked Fedora account submitted patches, reassigned bugs, and merged code into the Anaconda installer. The incident is a warning for open-source…
SourceAI agent runs amok in Fedora and elsewhere
Research / T-2026-5603
The Stroop test reveals a fundamental attention gap in transformer models
Researchers gave top AI models a classic psychology attention test. Performance collapsed on longer tasks, exposing a weakness in executive control that separates machine from…
SourceDeficient executive control in transformer attention
Research / T-2026-0663
Anthropic ships Claude Fable 5: a capable model behind a safety curtain
Anthropic launches Claude Fable 5, its most capable general-use model, alongside a restricted Mythos 5 for cyberdefense. Guardrails that block sensitive queries make the release…
SourceClaude Fable 5
Research / T-2026-8237
Apple's Gemini Pivot: A New AI Architecture, and a Quiet Admission
Apple reveals a major overhaul of Apple Intelligence, co-developing foundation models with Google and centering them on Gemini technology.
SourceApple reveals new AI architecture built around Google Gemini models
Research / T-2026-2092
Mach's self-hosting milestone: a systems language built for AI's infrastructure moment
Mach, a compiled systems language that eschews LLVM and libc, reaches self-hosting. Its anti-magic philosophy and explicit design have implications for AI infrastructure builders.
SourceShow HN: Mach – A compiled systems language looking for contributions
Research / T-2026-3605
DeepSeek V4 Pro beats GPT-5.5 Pro on precision — and on cost, the gap is brutal
DeepSeek V4 Pro beats GPT-5.5 Pro on precision in a fresh benchmark, but the real story is cost: roughly 1/200th the price per task.
SourceDeepSeek V4 Pro beats GPT-5.5 Pro on precision
Research / T-2026-4674
Meta confirms 20,000-plus Instagram accounts hacked by abusing its AI chatbot
Meta confirms 20,225 Instagram accounts were hijacked by abusing its AI chatbot. The bug let attackers reset passwords without proper email verification.
SourceMeta confirms 1000s of Instagram accounts were hacked by abusing its AI chatbot