~/talk

Will the future of code be formal or informal?

Talkat dotAI 2026 · on Thursday, 2026-09-17· [ai-assisted-development]
slides:none on file

Human attention becomes the bottleneck so agents run faster than humans can review code, prompting a hybrid: keep code but attach small structured natural-language contracts next to files. Dust prototypes cut contracts that agents read and emit; a verifier runs across 10 days of PRs, finding 509 violations and 221 auto- or human-resolved, with violation rate trending down. Contracts include labels like owner and notify and enforce rules such as workspace isolation, letting agents audit diffs and humans quickly review meaningful intent.

AI-written summary · about

  1. 0:00Human intention bottleneck
  2. 3:36Formal systems limits
  3. 11:35Code remains essential
  4. 15:49Verification vs informal
  5. 17:16Cut contracts for collaboration
  6. 21:10Closing call to action
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.