An agent passport must not expand authority through delegation
ServiceNow’s planned AI Passport makes signed scope a runtime concern. Buyers should test the intersection of permissions, not only the credential’s authenticity.
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A task map needs a measurement layer before it becomes a workforce plan
Workday’s early-access Work Intelligence connects jobs, tasks and skills. Buyers still need to separate inferred activity, worker confirmation and observed time.
Europe’s AI adoption count needs a core-process denominator
A new JRC sector analysis reports rising AI use. Workforce planners should distinguish a tool being present from a capability embedded in production.
AI-linked pay needs an opportunity-adjusted evidence rubric
A US finance survey says AI proficiency is entering pay and promotion decisions. Tool-use disclosure is not a fair or validated performance measure.
Research-idea evaluation must separate distance from direction
A new preprint finds a gap on an embedding-based novelty measure. It challenges evaluation design, not the possibility of useful AI-assisted science.
Agent-scale source control starts with a checkout amplification budget
Anthropic’s Scion case study is a reason to measure repository traffic and service dependencies—not a general instruction to replace Git.
Workday’s C1.ai deal needs event-to-entitlement mapping proof
The proposed acquisition links HR events to access governance. Buyers should test what each event actually changes before automating permissions.
A 100× drop in extracted reasoning still needs a durability budget
Anthropic says its new controls cut exposed reasoning tokens by 10 to more than 100 times. The useful procurement question is how long that reduction survives adaptive attack—and what legitimate users pay meanwhile.
Independent AI evaluation needs a redaction protocol before the test
Reuters reports negotiations over what outside evaluators may publish. Independence is operational only when confidentiality, redaction and disclosure rights are fixed before results exist.