·
DataBubble
  • Home
  • Models
  • News
  • Compare
  • Boards
  • Pricing
  • About
  • Newsletter
  • Methodology
  • Contact
Latest
Mamdani says feds have abdicated on AI, urges New Yorkers to push back5h◆Nscale and Anthropic are reportedly in talks for yet another $45B compute deal7h◆Embedded AI evaluators won’t be an easy solution, Hugging Face’s policy chief says8h◆Microsoft says AI agents are like insider threats as ‘frontier models can’t be trusted’9h◆The fossil fuel comeback is here9h◆CoreWeave’s debt is becoming the whole AI industry’s problem9h◆Amazon is taking its biggest shot at Nvidia yet with new TorchNeuron dev tool10h◆Hackers hit AI coding tool OpenCode, running up charges on users’ AI accounts11h◆Tolan snags $30M for its AI companion that helps users navigate life12h◆Replika’s founder built the AI assistant she pitched at Disrupt 12 years ago12h◆Tenstorrent hits $6.2B valuation to scale open-weight AI chips12h◆Making the internet better for AI agents might make it worse for everyone else12h◆“We were looking at it wrong”: The explosive claim that’s upended the AI world13h◆People are using AI to make their smart TVs dumb again14h◆Nvidia launches new open models to run agents in the enterprise and on PCs15h◆JB Pritzker thinks AI could help us live to 100 — or threaten us like nukes16h◆A hacker broke into John Deere and SharkNinja with an army of AI agents17h◆Laplace Intelligence red-teams robots and self-driving cars before they hit the real world18h◆Democrats think cracking down on AI could give them an edge19h◆Advancing coding in low‑resource programming languages19h◆Mamdani says feds have abdicated on AI, urges New Yorkers to push back5h◆Nscale and Anthropic are reportedly in talks for yet another $45B compute deal7h◆Embedded AI evaluators won’t be an easy solution, Hugging Face’s policy chief says8h◆Microsoft says AI agents are like insider threats as ‘frontier models can’t be trusted’9h◆The fossil fuel comeback is here9h◆CoreWeave’s debt is becoming the whole AI industry’s problem9h◆Amazon is taking its biggest shot at Nvidia yet with new TorchNeuron dev tool10h◆Hackers hit AI coding tool OpenCode, running up charges on users’ AI accounts11h◆Tolan snags $30M for its AI companion that helps users navigate life12h◆Replika’s founder built the AI assistant she pitched at Disrupt 12 years ago12h◆Tenstorrent hits $6.2B valuation to scale open-weight AI chips12h◆Making the internet better for AI agents might make it worse for everyone else12h◆“We were looking at it wrong”: The explosive claim that’s upended the AI world13h◆People are using AI to make their smart TVs dumb again14h◆Nvidia launches new open models to run agents in the enterprise and on PCs15h◆JB Pritzker thinks AI could help us live to 100 — or threaten us like nukes16h◆A hacker broke into John Deere and SharkNinja with an army of AI agents17h◆Laplace Intelligence red-teams robots and self-driving cars before they hit the real world18h◆Democrats think cracking down on AI could give them an edge19h◆Advancing coding in low‑resource programming languages19h◆
News/Does Personalization Break Trust? Open-Set Rejection Calibration Under Few-Shot On-Device Intent Adaptation
arxiv
PublishedOctober 16, 2026 at 4:00 AM

Does Personalization Break Trust? Open-Set Rejection Calibration Under Few-Shot On-Device Intent Adaptation

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

arXiv:2610.20652v1 Announce Type: new Abstract: Always-on virtual assistants increasingly personalize on-device to new user-specific commands via few-shot fine-tuning (e.g., LoRA), but this adaptation is evaluated almost exclusively on whether it learns the new commands, not on whether the assistant

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