~/talk

Building Trust In The AI Era

Talkat LambdaConf 2024 · 2024-05-04..05-10· [security, ai-assisted-development]
slides:none on file

Demo of Unblocked shows a multi-tenant AI developer productivity platform that integrates GitHub Confluence Slack and more and that scales to mostly enterprise customers (roughly 75–80%). Architecture decisions are concrete: per-organization encryption layered over a shared DB, Postgres row-level security for metadata, Federated SSO and session-less auth, and regular penetration testing. AI-specific controls are explicit: RAG with access checks to avoid cross-tenant leakage, prompt-exfiltration detection and classifiers, and sandboxed tool execution for web and SQL callbacks.

AI-written summary · about

  1. 0:00Introduction
  2. 0:46Developer info fragmentation
  3. 2:11Unblocked product demo
  4. 5:01Security fundamentals
  5. 8:36Authentication authorization
  6. 12:27Data security isolation
  7. 12:50AI security challenges
  8. 13:10Prompt injection risks
  9. 18:22Retrieval augmented generation
  10. 23:20Data poisoning threats
  11. 25:49Tool extension exploits
  12. 28:36AI Dev tools security
  13. 30:26Q&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.