Recent Activity
2026-09-06FR-AI-0008Normal Record Review admitted Gommers et al. (2026) final MASAI primary interval-cancer analysis with structured primary provenance. New evidence only; no retroactive repair or replacement of legacy instances.Fragmenting
2026-09-04FR-AI-0006Normal Record Review admitted Xu (2026), arXiv:2605.17084v1: Subspace PGA evidence of scale-dependent predictive representation geometry across seven Pythia models with three cross-family checks. Admitted as new evidence with primary provenance; not used to retrofit unresolved legacy IN-005.Fragmenting
2026-08-29FR-AI-0006PA-005: Yang et al. ICML 2025 cross-scale symbolic-mechanism evidence admitted with structured provenance.Fragmenting
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 DistributionFragmenting3 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 SizesFragmenting4 assessments2024-01-15FR-AI-0007Autonomous AI Scientific Discovery — Novel, Correct, IndependentFragmenting3 assessments2024-01-15FR-AI-0008AI Medical Imaging Diagnosis — Specialist-Level Accuracy on Defined TasksFragmenting3 assessments2024-01-15FR-AI-0009World Models — Physical Prediction and TransferEscalating1 assessment2026-08-19
Programme Notes — PROG-AI
Landscape Essays — PROG-AI
No current programme-level diagnosis.