AI NEXTIA / CAPABILITY LEDGER
An evolving, evidence-based record of demonstrated capability—not a list of predictions disguised as facts. Every entry has an original source, an evidence label, and an unresolved question.
01 / EVIDENCE RECORDS
Starting observations from November 2026. These records are curated manually; they are not a comprehensive live map of every AI breakthrough.
AI tools are helping frontier researchers complete parts of model development faster
Will the acceleration persist across labs and the most difficult research stages?
A controlled agent pipeline can triage and reproduce numerous security findings in an authorized research environment
How many fixes are accepted, deployed, and independently validated?
Models can assist in planning and data processing across stages of a biology experiment
Will productivity gains reproduce in other labs?
Cryptographic methods can potentially verify model identity without sharing weights
Can the computational overhead become practical?
WHY A LEDGER?
The next step is longitudinal monitoring: repeat measurements, cross-source comparisons and status changes from research prototype to dependable product.
