~/talk

Open Source AI reality

slides:none on file

Open source projects see a shift from noisy hallucinations in 2025 to high-volume, high-quality reports in 2026: report rate doubled in 2025 and doubled again, now averaging one report per day (roughly 20 hours per report vs ~110 before). Modern AI-powered code analyzers read uncompiled variants, cross libraries and protocols, generate reproducers and patch suggestions, and surface decades‑old bugs; curl prepares 8 CVEs in next curl release (18 CVEs so far in 2026). Fixes still need human review and triage.

AI-written summary · about

  1. 0:00AI security reality
  2. 3:46Generative AI awakening 2025
  3. 8:46From AI slop to quality reports
  4. 27:50Security reports drowning era
  5. 38:47Q&A
~/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.