The Model Passed Its Test. Production Is a Different Experiment
An AI system can pass laboratory tests and still fail in production. Build a monitoring plan for drift, uneven errors, incidents, human overrides and retirement.
Tag: AI Research
OpenAI Creates Independent Mathematics Advisory Group as AI Moves Deeper Into Scientific Discovery
OpenAI has created an independent advisory group for mathematics and AI as advanced models move further into scientific reasoning and mathematical discovery.
A Benchmark Score Is Not a Capability Map: How to Read AI Evaluations
An AI benchmark score measures performance under specific conditions—not general intelligence. Learn to audit scope, baselines, uncertainty and transfer.
Claude Now Leads 26% of Anthropic’s AI R&D Work
Anthropic says Claude now leads 26% of its measured AI R&D work. What does this mean for AI development, oversight and human-in-the-loop research?
AI at Work Changes More Than Productivity: New Research Links Human-AI Interaction to Role Identity
A study published 9 September 2026 found human-AI interaction was positively associated with workplace task performance, partly through employees’ role identity and self-efficacy. The finding suggests AI adoption succeeds not only when the technology works—but when workers still understand what they contribute.
Field Note #009: The Background-Noise Question—When Lived Experience Independently Tests AI Design
A real-life question about whether AI can distinguish one voice from household noise becomes a study of speaker identity, interruption, accessibility and human agency in conversational AI.
OpenAI’s Automated Research Intern Has Arrived: What Changes When AI Can Run Days of Experiments
OpenAI says it has reached an automated research-intern milestone. The real test is whether faster experiments produce safer, verifiable knowledge.
AI Just Produced Ten Advances in Long-Standing Mathematics Problems
OpenAI says an internal version of Astra resolved or advanced ten long-standing problems across mathematics and theoretical computer science.
Google’s AlphaEvolve Is Now Solving Problems Humans Couldn’t Easily Optimise
Google Cloud has made its Gemini-powered AlphaEvolve agent generally available for algorithm optimisation across industry and research.
Singapore Is Training a Medical AI on Local Patients—And That Context Matters
Singapore’s SIMFONI initiative adapts foundation models to local clinical data, guidelines, disease patterns and care pathways.