Tag: talks
A conference talk arguing that the spec-to-code loop degrades a codebase on every pass, that the reason is ordinary software entropy, and that five failure modes of AI coding each have a fix sitting in a twenty-year-old book. The first source in this notebook that locates the harness inside the code rather than around it.
Planning note for a 50-minute talk in Prague — the business case for specialized small models, then the training harness live. Includes the evidence check that killed the original opening slogan, the six conditions under which fine-tuning is the right call, and the caveat about borrowing a frontier lab's factory as a template.