2026 SESSION CATALOG Audited by Pangram
Prompt what’s next.—% AI
AWS invited builders. Its session catalog brought a language model. Pangram flags — of — descriptions for AI involvement.
01 / THE RECEIPTSThe humans were
The humans were
outnumbered.
For every description Pangram classifies as Human, it flags 5.5 with an AI signal. Automate everything—even describing the talks about automation.
How this works: Pangram 4 scores each title and abstract. Changed descriptions are rescored; results are probabilistic signals, not proof of authorship. All — active sessions currently have a verdict.
02 / THE INDEX
See every score
— live sessions · — new in 14 days · — pulled