19Labor & rentsBelow the top 20
A draft that pasted the NDA into a public model
CapabilityDomain knowledgeImpact domainCap-adjacent
Statement (NASA form)
Given that people already ‘just summarise this’, there is a possibility of the employer’s secret, and your job, in the log resulting in a career event from a helper.
Likelihood
4Likely
Consequence
4Critical
Urgency
3Priority
Personal slice · work. Experimental household card. Not a certified finding.
Composite 19 = 4×4 + 3
Applicable mitigations
Controls · Short-lived, narrowly scoped tokens for every tool call · Mandatory secret scanning before a skill can be listed · No shared tool state across agent sessions · Capability thresholds that cannot be open-released · Know-your-customer on high-end fine-tune clusters · Pair open release with synthesis and exploit screening upgrades · Apprenticeship quotas in firms that deploy the models · Automatic stabilisers for exposed graduating cohorts