AI Risk Atlas Prototype/Demo — Unofficial independent experiment. Not an official xAI product. Scores can be wrong.

Risk Atlas

Signal register

Signals from X

Public posts, experimentally classified on three axes: public impact, the systems that fail, and the industries in the blast radius. Estimates only — not a formal assessment.

Methodology — experimental estimates

Scores are automated, experimental estimates from public X posts and a hand-written seed corpus. They are not formal risk assessments, not certified, and not suitable for compliance or operational decisions.

Consequence, likelihood, and urgency are 1–5 judgements applied by this project, not by a standards body. Residual scores assume only the mitigations marked in place. A signed-in reviewer can override residual and mark an item reviewed — that override is still unofficial. Aspect tags (capability, domain knowledge, affordance, impact domain) are a lightweight PRA aid, not a formal hazard analysis.

Full about and disclaimer

Signals
75
Critical
18
High
40
Industries
15
high6 months ago@cryptopunk7213
Anthropic labor study: hiring freeze, not mass firing — graduates 4× more exposed as entry-level roles vanish.

Anthropic just published a crazy report on AI replacing your job: #1 most at-risk jobs are computer programmers, financial analysts and customer service. High-risk jobs aren't firing employees... they've STOPPED HIRING. Biggest victims: college graduates (4X more likely). Entry-level hiring has dropped 14% since ChatGPT launched for highest risk jobs. AI models are capable of automating most work TODAY but are prevented because of law and slow company adoption.

CapabilityDomain knowledgeImpact domainCap-adjacent
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