Find a story
Search Spins
Search titles, summaries, and missing voices across published articles — press releases, announcements, and media coverage.
0 results for “abstention”
SPIN Processed News Frame: The Hype
Can a Model Catch Its Own Hallucinations for Free?: Label-Free Doubt Signals Hold Their Own Against a Labelled Dataset for Abstention
A new research paper demonstrates that large language models can use their own internal confidence scores—without labeled training data—to decide when to abstain from answering factual questions, performing as well as traditional label-supervised methods.
Spin 45% Claim Present in Source AI Risk Moderate
arXiv Computation and Language
Aug 28, 2026
SPIN Processed News Frame: The Hype
The Abstention Protocol: RCA for Clos Fabrics
Researchers introduced CoreSec, a root cause analysis system for datacenter networks that uses abstention logic to improve stability and explainability in noisy, asynchronous telemetry environments.
Spin 65% Claim Present in Source AI Risk Moderate
arXiv Artificial Intelligence
Aug 25, 2026