OpenAI’s Bubeck denies trying to cut Anthropic mathematician from credit37m ago 10 of the scariest AI villains in movie history38m ago Maven Robotics wants to steal your robot deployment deal40m ago Agent Security Is Not AI Governance: Why Conflating The Two Is A Risk Enterprises Can't Afford42m ago Positron Valued at $5 Billion in New Funding as Demand for AI Chips Surges49m ago 7 Steps to Become a Forward Deployed Engineer in 202657m ago Ramp eyes $60bn valuation three months after $44bn, Bloomberg reports1h ago D-Matrix Connects Raptor XPUs to NVIDIA AI Factories via NVLink Fusion2h ago Andrew Tulloch, Poster Child for Out-of-Control AI Spending, Reportedly Quits Meta1h ago Mother Horrified When Instagram’s AI Scours Social Media for Invasive Information About Her Young Daughters1h ago Salesforce Unveils Six-Capability Trusted AI Harness for Enterprises2h ago US closes $1.9bn loan to restart the Iowa nuclear plant powering Google2h ago OpenAI Gives US Agencies 50% Off Models, Ending $1 Per Year Deal2h ago 47,000 job listings reveal the engineering roles that AI is creating2h ago

OpenAI’s Bubeck denies trying to cut Anthropic mathematician from credit37m ago 10 of the scariest AI villains in movie history38m ago Maven Robotics wants to steal your robot deployment deal40m ago Agent Security Is Not AI Governance: Why Conflating The Two Is A Risk Enterprises Can't Afford42m ago Positron Valued at $5 Billion in New Funding as Demand for AI Chips Surges49m ago 7 Steps to Become a Forward Deployed Engineer in 202657m ago Ramp eyes $60bn valuation three months after $44bn, Bloomberg reports1h ago D-Matrix Connects Raptor XPUs to NVIDIA AI Factories via NVLink Fusion2h ago Andrew Tulloch, Poster Child for Out-of-Control AI Spending, Reportedly Quits Meta1h ago Mother Horrified When Instagram’s AI Scours Social Media for Invasive Information About Her Young Daughters1h ago Salesforce Unveils Six-Capability Trusted AI Harness for Enterprises2h ago US closes $1.9bn loan to restart the Iowa nuclear plant powering Google2h ago OpenAI Gives US Agencies 50% Off Models, Ending $1 Per Year Deal2h ago 47,000 job listings reveal the engineering roles that AI is creating2h ago

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PROOF-Gen: From Optimized Data to Better Distillation

Apple Research BlogPublished 16 days ago

Researchers introduced PROOF-Gen, a method that recovers successful task trajectories from failures by optimizing prompts per scenario, improving tool-calling model performance significantly on τ 2-bench and in deployed pipelines.

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