Christopher · Research Notes
Free notes, essays, and dossiers on artificial intelligence, quantum computing, technology, and the future. Every publication shows sources, uncertainty, and limits.
04 · Explore by topic
Publications
Publication date orders the archive; a correction does not turn an older piece into a new release.
An interactive guide from zero to RLM, Continual Harness, persistent subagents, published results, reward hacking, and safer experimentation without mistaking a promising demo for independent evidence.
A critical interactive reading of Demis Hassabis's framework: what it proposes, what the evidence supports, and what a credible evaluation system would need to prove.
This area already has a defined place. Its first article will appear here only after completing all seven editorial controls.
A critical interactive dossier on automation, judgment, responsibility, authenticity, and the long term: it separates an interview thesis from available evidence and scenarios we still cannot prove.
An interactive guide to test the “barrel of intelligence” metaphor, compare prices without mistaking them for quality, and calculate cost per accepted outcome.
An interactive guide from first principles to Kardashev types, humanity's current position, related industrial capabilities, and a transparent simulator of possible trajectories.
This area already has a defined place. Its first article will appear here only after completing all seven editorial controls.