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SynPref-40M and Skywork-Reward-V2: Scalable Human-AI Alignment for State-of-the-Art Reward Models
Understanding Limitations of Current Reward Models Although reward models play a crucial role in Reinforcement...
SynapseRoute: An Auto-Route Switching Framework on Dual-State Large Language Model
arXiv:2507.02822v1 Announce Type: new Abstract: With the widespread adoption of large language models (LLMs) in...
SWE-Bench Performance Reaches 50.8% Without Tool Use: A Case for Monolithic State-in-Context Agents
Recent advancements in LM agents have shown promising potential for automating intricate real-world tasks. These...
Surprise Calibration for Better In-Context Learning
arXiv:2506.12796v1 Announce Type: new Abstract: In-context learning (ICL) has emerged as a powerful paradigm for...
Superintelligence: Unlocking the Mysteries of the Future
Imagine a future where machines don’t just outperform humans in specific tasks but fundamentally outthink...
Stop guessing why your LLMs break: Anthropic’s new tool shows you exactly what goes wrong
Anthropic’s open-source circuit tracing tool can help developers debug, optimize, and control AI for reliable...
SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation
arXiv:2411.11053v5 Announce Type: replace Abstract: Large language models demonstrate exceptional performance in simple code generation...
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs
arXiv:2502.16747v2 Announce Type: replace Abstract: Open-weight large language models (LLMs) have significantly advanced performance in...
Spott’s AI-native recruiting platform scores $3.2M to end hiring software chaos
Spott secures $3.2 million in funding to build an all-in-one AI-native recruitment platform that automates...
SPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling
arXiv:2506.15498v1 Announce Type: new Abstract: Process or step-wise supervision has played a crucial role in...
Solo.io wins ‘most likely to succeed’ award at VB Transform 2025 innovation showcase
Solo.io’s Kagent Studio framework allows enterprises to build, secure, run and manage their AI agents...
Solidroad just raised $6.5M to reinvent customer service with AI that coaches, not replaces
Dublin AI startup Solidroad raises $6.5M from First Round Capital to transform customer service training...
