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Topic

Agent Containment and Credential Hygiene

Sandboxing, least privilege, short-lived credentials and isolation of graders and logs from the agents they judge.

Current clusters

build11 publishers

The cooling-demand claim for frontier models rests on a single unquantified sentence

Four named researchers, two of them departures from Anthropic, put the safety-pacing argument on the record this week with dates and exact words. The buyer-side counterweight is one line about Ramp data.

Perspective Coverage

11 publishers
Builder
Builder 30%
Operator
Operator 38%
Investor
Investor 32%

Reality

Evidence74
Adoption58
Hype gap+18
Incentives66
Confidence71