Cost-aware abstention cuts wrong routes on IT ticket classification
On 47,837 tickets, a calibration-selected TF-IDF policy cuts test cost 38.1% and wrong routes from 15.3% to 3.5%.
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- Mentions · 7d0
- Mentions · 30d2
- All mentions3
- First seenSep 11, 2026
- Last mentioned8d ago
Timeline
3 articles · newest firstShortcut Sensitivity in Agent-Safety Evaluations
Shortcut cues in agent-safety benchmarks can change guard decisions and measured accuracy.
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Hackers Abuse Claude AI Agents to Automate Cyberattacks, Exploitation and Data Theft
Anthropic reports actors including GTG-20006 (Midnight Blizzard-linked) and ShinyHunters clusters abused Claude AI agents to automate phishing, credential harvesting, and data theft against 20+ organizations.
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Appears with
- GTG-20006threat actor · 1
- PowerChromeproduct · 1
- Anthropicorganization · 1
- Claudeai model · 1
- Ukrainian and European government entitiesvictim · 1
- LinuxArenaproduct · 1
- WUEngineproduct · 1
- CloudSyncSvcproduct · 1
- Sonnetai model · 1
- Anthropicvendor · 1
- DistilBERTai model · 1
- ShinyHuntersthreat actor · 1
- Midnight Blizzardthreat actor · 1
- MiniPlasmaproduct · 1
- drone supply chainvictim · 1
- AgentDojoproduct · 1
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