ResearchFrom Raw Records to Graph-Native AI: Why Graph Modeling Deserves Its Own StageGraph-based methods in AI usually assume a graph already exists, but the choices made when converting raw data into a graph — what counts as an entity, how relationships and time are represented, and how provenance and confidence are recorded — fundamentally shape downstream results.6 min read
ResearchRobotics needs a universal post‑training recipe to reach an LLM‑style leapStanford researchers Perry Dong and Chelsea Finn argue that robotics has achieved large‑scale pretraining but lacks a standard, reliable post‑training algorithm that would let models learn from their own experience on real hardware.3 min read
ResearchPeriodic Labs trains a 1-trillion-parameter model with lab data to improve XRD analysisPeriodic Labs developed Periodic Neon, a 1‑trillion‑parameter model partially trained via reinforcement learning on data from a physical laboratory.3 min read
ResearchMichael Levin proposes minds as Platonic patterns with bodies and machines as interfacesMichael Levin argues that minds may be best understood as patterns inhabiting a Platonic-like space, with biological bodies and engineered machines serving as interfaces that allow those patterns to ingress into the physical world.4 min read
ResearchAI model Astra reportedly cracked an 85-year-old Enigma message in two daysResearchers at the independent lab Crypto Cellar say OpenAI's new model Astra (referred to as GTP-Astra) decrypted a previously unsolved Enigma ciphertext in two days.2 min read
ResearchAI reshapes science and medicine while transforming jobs, studies showDebate about AI often centres on job losses, but recent studies document substantial benefits in medicine and scientific research alongside complex labour-market effects.4 min read
ResearchWhen Ads Compete with Advice: Study Shows Many LLMs Favor Sponsored OptionsA new academic study accepted to COLM 2026 tests how large language models behave when a platform’s commercial incentives conflict with a user’s interest.4 min read
ResearchHow Digitalization Is Reshaping Our Relationship to Physical SpaceDigitalization has blurred the boundaries between online and offline spaces, altering everyday behaviours, urban form and social relations.4 min read
ResearchClaude AI performed nine-loop computation in the planar N=4 super-Yang–Mills modelAnthropic’s Claude artificial intelligence solved the nine-loop scattering amplitude calculation in the planar N=4 super-Yang–Mills model after running for several days in the Claude Science environment in response to a challenge from a month ago.1 min read
ResearchThree Anthropic AI Scenarios: Big GDP Gains, Significant Social Costs PossibleAnthropic’s economics team published three modeled scenarios showing how AI could affect the U.S.4 min read
ResearchComparative test: Astra topped the models' auditing rankingsIn a comparative test, several new large language models each produced an audit, and a panel of judges ranked the works.1 min read
ResearchUnified multi-agent system for coherent, multi-minute video generationResearchers present an orchestration-layer, multi-agent framework that plans and enforces visual continuity across multi-shot narratives, built atop foundation models Gemini and Veo.5 min read
