All Articles
1 min read
ResearchSeptember 10, 2026

Do Agents Know When They Succeed? Calibrating Agent Confidence from Internal Representations

arXiv:2609.09448v1 Announce Type: new Abstract: As agentic systems getting adopted rapidly in safety critical applications, it is vital to measure the confidence associated with the agentic actions. In comparison to the traditional machine learning systems, agentic workflows…

Priyanka Mary Mammen, Emil Joswin, Srujananjali Medicherla·arXiv — cs.AI
Original Source
Key Takeaways
  • 01.arXiv:2609.09448v1 Announce Type: new Abstract: As agentic systems getting adopted rapidly in safety critical applications, it is vital to measure the confidence associated with the agentic actions
  • 02.In comparison to the traditional machine learning systems, agentic workflows…

This material is provided as an extended analytical summary.

Read full article at source
Aggregated within AI Qazaqstan national intelligence stream with author attribution.

Related Intelligence

All stories →
Research1 мин

Claude and Codex Begin Restricting Requests to Hack and Modify Their Own Devices

🚫 Claude and Codex have started limiting requests to hack and modify their own devices. Users complain that AI models from OpenAI and Anthropic are refusing reverse‑engineering tasks — analyzing and altering existing software. One Codex user…

Telegram — GPT Time | Нейросети | ИИ