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hourly summary

AI News Brief Hourly Summary 2026-10-19 10h : 11 posts

2026-10-19 10:10

11 posts published in the last hour

  • 07:35ShadowFPT: Backdooring Federated Prompt Tuning via Shadow Triggers
  • 07:35MS-Eval: Benchmarking Sub-Agent Delegation and Orchestration in MCP-Intensive Working Scenarios
  • 07:34Evo-B&B: Behavior-Aware LLM-Guided Joint Evolution of Branching and Node Selection Policies for MILP
  • 07:34World Action Critic (WAC) Model: Joint Foresight and Criticism for Policy Learning
  • 07:34Look Back, Correct Forward: Error Feedback Calibration for Time Series Forecasting
  • 07:03R$^2$Orch: Recursive Self-Improvement for Agent Orchestration via Self-Play within a Skill-Internalization Loop
  • 07:03Compression Precedes, Content Decides: Emergent Misalignment in Reward Models
  • 07:03Between Spoilers and Guesswork: Avoiding Over-Specification in Coding Benchmarks
  • 07:03StoBasket: Joint Upsell and Cross-Sell Optimization for Contribution Margin
  • 07:03When Can You Trust an Agent’s Own Verifier? Stress-Testing Counterfactual Rationale Verification Under Search Pressure and Oracle Access
  • 07:00AI News Brief Hourly Summary 2026-10-19 09h : 11 posts

Tags: 2026-10-19 hourly summary

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2026-10-20 06:10

AI News Brief: Overnight roundup, 2026-10-20 Summary This period's AI research and industry news highlight significant advancements in refining autonomous agent architectures through structured memory, verifier-guided credit assignment, and dynamic prompt optimization. Simultaneously, researchers introduce rigorous evaluation frameworks to audit…

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