PivotOPD: Learning to Recover from Pivotal Mistakes in Multi-Turn Agents
PivotOPD trains agents to avoid and recover from early pivotal mistakes, lifting ALFWorld and SWE-Bench scores.
52
AI model
Qwen3-235B
- Mentions · 7d0
- Mentions · 30d0
- All mentions5
- First seenSep 21, 2026
- Last mentionedSep 30, 2026
Timeline
5 articles · newest firstPivotOPD: Learning to Recover from Pivotal Mistakes in Multi-Turn Agents
PivotOPD trains multi-turn agents to avoid pivotal mistakes and recover within a few turns.
52
Kyutai Releases Voice of Reason: A Speech-Native Model that Solves Spoken Math with Reinforcement Learning
Kyutai released two open-weight 9B speech models that raise spoken GSM8K accuracy from 27.3% to 77.1% using reinforcement learning.
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Dynamic Conformance Testing of WebGPU Through Specification-Driven Mutation
Research paper introducing LANTERN, a dynamic conformance testing framework to uncover WebGPU browser bugs.
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Rare Event Estimation via Iterative Unalignment
Research paper on estimating rare events from agent outputs, proposing a new importance sampling method with large efficiency gains.
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Appears with
- NVIDIAorganization · 2
- Nemotron-3.5ai model · 2
- NVIDIAvendor · 2
- Alibabavendor · 2
- Qwen3-1.7Bai model · 2
- Qwen3-8Bai model · 2
- Qwen3-Omniai model · 1
- Qwen2.5-Omniai model · 1
- iterative-unalignmentproduct · 1
- namkoong-laborganization · 1
- Chromiumvictim · 1
- Scattered Spidermalware · 1
- GLM-4-Voice-9Bai model · 1
- Microsoftorganization · 1
- Voice of Reasonai model · 1
- Googlevendor · 1
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