Recent Activity
2026-10-01FR-AI-0006Normal Record Review admitted Keeman (2026), arXiv:2603.22295v1, as bounded evidence that affect-reception representations recur across six Llama/Gemma base and instruct variants while emotion categorisation improves with scale. Primary provenance recorded; no legacy instance altered.Fragmenting
2026-09-28FR-AI-0009IN-009 Project Kitchen / Game2Policy preprint added as qualified, task-specific game-to-robot transfer evidence. WIRED coverage and the Worldmodeldata–Mila planned study were not treated as demonstrated transfer results.Escalating
2026-09-26FR-AI-0002Normal Record Review of Frontline Scout flag 2026-09-26-01 admitted OSWorld-Pro arXiv:2609.24890v1 as bounded process-level contesting evidence at the low-supervision agentic boundary. AS-002 remains current; Pressure State ESCALATING, Verification Stage VS-02, mechanisms and open questions unchanged. The benchmark does not establish economic productivity or real-world supervision cost.Escalating
Evidence Trajectories - PROG-AI
View Artificial Intelligence trajectoriesAI records are brought forward within the full archive.Frontier Records — PROG-AI
FR-AI-0001LLM Multi-Step Reasoning — Generalisation Beyond TrainingEscalating2 assessments2024-01-15FR-AI-0002LLM Knowledge-Work Utility — Economically Valuable Task PerformanceEscalating2 assessments2024-01-15FR-AI-0003RLHF Preference Generalisation — Behaviour Beyond Training DistributionFragmenting4 assessments2024-01-15FR-AI-0004Scaling Laws — Emergent Performance on Unseen TasksFragmenting3 assessments2024-01-15FR-AI-0005AGI Through Scaling — LLM Architecture as the Path to General IntelligenceFragmenting3 assessments2024-01-15FR-AI-0006Scaling Mechanism Coherence — Continuity Across Model SizesFragmenting5 assessments2024-01-15FR-AI-0007Autonomous AI Scientific Discovery — Novel, Correct, IndependentFragmenting4 assessments2024-01-15FR-AI-0008AI Medical Imaging Diagnosis — Specialist-Level Accuracy on Defined TasksFragmenting3 assessments2024-01-15FR-AI-0009World Models — Physical Prediction and TransferEscalating2 assessments2026-08-19
Programme Notes — PROG-AI
Landscape Essays — PROG-AI
No current programme-level diagnosis.