Killer Context: How AI Will Impact Security & Business
summary
Claim: AI is the largest tech impact yet because it replaces human intelligence not just manual tasks. Proposes SPQA (State, Policy, Questions, Actions) as the architecture: feed business state and policies into models so natural‑language questions return risk‑aware answers and actions. Demonstrates a running system for a faux company that reads Slack and logs, links incidents to security goals, and executes fixes via LangChain agents. Predicts vertical consolidation, vector DBs and custom models in 6–24 months, and a large security risk from centralized context lakes.
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chapters (8)
- 0:00Introduction
- 1:06AI impact overview
- 2:55AI surpassing past tech
- 5:44Context-based software rise
- 13:30AI transforming security
- 24:54Preparing for AI business
- 31:37Context-powered AI disruptor
- 32:00Q&A
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