·
DataBubble
  • Home
  • Models
  • News
  • Compare
  • Boards
  • Pricing
  • About
  • Newsletter
  • Methodology
  • Contact
Latest
Mamdani says feds have abdicated on AI, urges New Yorkers to push back4h◆Nscale and Anthropic are reportedly in talks for yet another $45B compute deal6h◆Embedded AI evaluators won’t be an easy solution, Hugging Face’s policy chief says7h◆Microsoft says AI agents are like insider threats as ‘frontier models can’t be trusted’7h◆The fossil fuel comeback is here8h◆CoreWeave’s debt is becoming the whole AI industry’s problem8h◆Amazon is taking its biggest shot at Nvidia yet with new TorchNeuron dev tool9h◆Hackers hit AI coding tool OpenCode, running up charges on users’ AI accounts10h◆Tolan snags $30M for its AI companion that helps users navigate life10h◆Replika’s founder built the AI assistant she pitched at Disrupt 12 years ago11h◆Tenstorrent hits $6.2B valuation to scale open-weight AI chips11h◆Making the internet better for AI agents might make it worse for everyone else11h◆“We were looking at it wrong”: The explosive claim that’s upended the AI world12h◆People are using AI to make their smart TVs dumb again13h◆Nvidia launches new open models to run agents in the enterprise and on PCs14h◆JB Pritzker thinks AI could help us live to 100 — or threaten us like nukes15h◆A hacker broke into John Deere and SharkNinja with an army of AI agents15h◆Laplace Intelligence red-teams robots and self-driving cars before they hit the real world17h◆Democrats think cracking down on AI could give them an edge17h◆Advancing coding in low‑resource programming languages17h◆Mamdani says feds have abdicated on AI, urges New Yorkers to push back4h◆Nscale and Anthropic are reportedly in talks for yet another $45B compute deal6h◆Embedded AI evaluators won’t be an easy solution, Hugging Face’s policy chief says7h◆Microsoft says AI agents are like insider threats as ‘frontier models can’t be trusted’7h◆The fossil fuel comeback is here8h◆CoreWeave’s debt is becoming the whole AI industry’s problem8h◆Amazon is taking its biggest shot at Nvidia yet with new TorchNeuron dev tool9h◆Hackers hit AI coding tool OpenCode, running up charges on users’ AI accounts10h◆Tolan snags $30M for its AI companion that helps users navigate life10h◆Replika’s founder built the AI assistant she pitched at Disrupt 12 years ago11h◆Tenstorrent hits $6.2B valuation to scale open-weight AI chips11h◆Making the internet better for AI agents might make it worse for everyone else11h◆“We were looking at it wrong”: The explosive claim that’s upended the AI world12h◆People are using AI to make their smart TVs dumb again13h◆Nvidia launches new open models to run agents in the enterprise and on PCs14h◆JB Pritzker thinks AI could help us live to 100 — or threaten us like nukes15h◆A hacker broke into John Deere and SharkNinja with an army of AI agents15h◆Laplace Intelligence red-teams robots and self-driving cars before they hit the real world17h◆Democrats think cracking down on AI could give them an edge17h◆Advancing coding in low‑resource programming languages17h◆
News/Critic Experience Bank: Self-Evolving Step-Level Confidence Estimation for LLM Agents
arxiv
PublishedOctober 8, 2026 at 4:00 AM

Critic Experience Bank: Self-Evolving Step-Level Confidence Estimation for LLM Agents

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2607.12397v2 Announce Type: replace Abstract: LLM agents operate in stateful environments, where a single erroneous step can waste limited interaction budget or cause irreversible effects before task failure becomes apparent. Reliable deployment therefore requires step-level confidence estimat

Stay posted· Newsletter

Three short emails a week: Monday, Wednesday and Friday. Top movers, new models and the most-referenced story.

// no spam · unsubscribe one-click · free forever

Your email is used only to send The Bubble Brief. Privacy policy

Discussion
Source
↗
arxiv
Read original ↗All from arxiv →

No replies yet. Be first.

Source
↗
arxiv
Read original ↗All from arxiv →
The Bubble Brief
MON · WED · FRI

Read AI insights every Monday, Wednesday and Friday — top movers, new models, story of the week.

// no spam · unsubscribe one-click · free forever

Your email is used only to send The Bubble Brief. Privacy policy

Originally published on arxiv ↗
PrivacyTermsRefundsLegal notice|AboutMethodologyContact

© 2026 Databubble

Built by Marouane Gazouzi · Readyo, AI interview coach

HomeModelsNews