research

A research paper reports that frontier AI systems satisfy a behavioral criterion for consciousness across tens of thousands of frozen trials, suggesting measurable indicators of machine consciousness.

MAGIC is a research paper exploring malicious aging attacks in circuits and cores, focusing on hardware security implications.

A research notebook from Ink & Switch describing the object model for Livelymerge, a project that uses an Automerge document as the persistent, collaborative heap of a JavaScript program.

A discussion on whether AI can accelerate medical science, potentially treating or curing chronic conditions in the coming decades, and whether a golden age of medicine is realistic.

A non-mathematician used ChatGPT to identify a normalization error in two recently published Riemann Hypothesis papers, and the author confirmed the issue after being contacted. The story highlights AI's growing role in assisting mathematical research.

DeepMind's hurricane AI model gives forecasters an extra day of warning and is being open-sourced as WeatherNext models, though researchers don't fully understand how it works.

The author argues that many research agent projects can be replaced by 'skills' running inside existing harnesses like Codex, sharing their experience implementing a Reddit customer-research workflow as a Codex skill with only deterministic Python helpers, and questioning when custom agent runtimes are truly needed.

Stanford NLP members Diyi Yang and Yutong Zhang are featured by Stanford Engineering for their research on AI companions, finding they boost practical tasks but hurt human connection as a substitute for social interaction.

Sergey Levine highlights a new paper investigating why action chunking is so effective in modern large-scale imitation learning for robotics, breaking down the underlying reasons.

Researchers analyzed five types of snail mucus, finding that collagen IV forms the structural base while protein content and amorphous calcium carbonate tune each mucus's mechanical properties, including defensive sticky and bubbly secretions.

Hugging Face hosted a live broadcast discussing how AI agents reproduced ICML 2026 papers.

NASA-funded teams will study the total solar eclipse on Aug. 12 using a high-altitude jet and scientific balloons to investigate the Sun's corona and atmospheric effects.

Researchers at Stanford and the Arc Institute used AI models Evo 1 and Evo 2 to design hundreds of novel bacteriophage genomes, 16 of which produced fully functional viruses capable of infecting E. coli. The breakthrough opens new avenues for combating antibiotic resistance but raises biosecurity concerns.

A radical new study proposes that life on Earth may have arisen twice independently, challenging conventional theories about the single origin of life.

This paper introduces KV-Skill, a design space of external factorized operators that frozen language models read through a lightweight interface, enabling task knowledge to be acquired from text or rewards and deployed independently. Experiments across ten benchmarks show consistent improvements over text skills, prefix tuning, and LoRA, with composable loadable skills.

Introduces Quantum-Structured World Models (QSWMs), a quantum-inspired framework for predictive world modeling with structured latent states, and evaluates them on elementary cellular automata against classical baselines.

This paper introduces Contrastive Anchor Probing (CAP) to study and detect preference-induced stance reversal sycophancy (PSRS) in LLMs, analyzing 290,460 labeled responses across 17 models and showing detection is possible from response text alone.

The paper proposes DoctorAgents, an agentic AI framework that uses specialized LLM agents to iteratively generate, validate, and refine end-to-end machine learning pipelines for small, heterogeneous clinical temporal datasets, outperforming established AutoML baselines.

Meta's AI models achieved gold-level results in five STEM Olympiad competitions, demonstrating advanced problem-solving and reasoning capabilities.

Researchers at the University of Pennsylvania developed a bioengineered chewing gum that reduced HPV levels by up to 93% and nearly eliminated two oral bacteria linked to head and neck cancer, while preserving beneficial microbes. The findings were published in Scientific Reports.