Ask KAR — AI Agent Researcher

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Governed enterprise agent · streaming

Audit logged · No PII to model

How can KAR help today?

Pick a prompt or describe your research question.

Active horizon

Now

Answers grounded in present-day BLS data. Change horizon to project forward.

Memory hits

Prior: knowledge-work exposure brief

Confidence 0.84 · used because topic matches

Pref: bullet format for execs

Confidence 0.84 · used because topic matches

Policy: do not export PII

Confidence 0.84 · used because topic matches

Tool calls

bls.search("software developers")

memory.recall(topic="exposure")

verifier.check(claims=3)

Human–AI collaboration · Now

≥50% crossover · May 2026

Tool-assisted20%

Co-pilot80%

Agent team0%

Supervised swarm0%

Agent-executed financial transactions

Now

40%

of finance $-volume agents can run unattended

Trust ceiling now: Read-only insights · cap $0

AI literacy enforcement

Now

/100 enforcement maturity

Active stage: DOL AI Literacy Framework

39.1M workers in scope · DOL ETA framework Feb 2026