Judge, Retrieve, or Abstain: Uncertainty-Guarded LLM Judging with Provable Risk Guarantees
Reported by
arXiv
T1
Tier 1.5
No AI, no prose
No AI, no prose
The digest for Wednesday, 19 August 2026
56 headlines, clustered and ranked by a deterministic program — recency, source tier, independent confirmation, novelty and beat priority, weighted and summed. No model wrote or selected any of this. Every title on this page is a source's own headline; every item links straight to where it was reported. How this differs from the edited paper →
Last refreshed · runs three times a day, no model in the loop
Models
14 storiesDelegation Asymmetry in Agentic Recommender Systems: Measuring Two-Sided Receptivity in Online Dating
Reported by
arXiv
T1
Replit expands access to software creation with GPT-5.6 Luna
Reported by
OpenAI
T1
StagedWorkspace: A Versioned Workspace for Knowledge-Work Agents
Reported by
arXiv
T1
Why GPT-Style Models Do Not Directly Transfer to Symbolic Music: Compression in the Wrong Coordinate System
Reported by
arXiv
T1
Can Large Language Models Explain Flight Safety Events? A Prior-Guided Semantic LLM-based Approach
Reported by
arXiv
T1
Too Sure to Be Safe: Model Calibration for Reliable Log Anomaly Detection
Reported by
arXiv
T1
An Omitted Mode Is a Rare Rule: The Sampling-Verification Danger Law in Continuous Code World Models
Reported by
arXiv
T1
Do Large Language Models Play Six Degrees of Separation? Measuring Topological Compression in Long-Context Manifolds
Reported by
arXiv
T1
SIGMA: SHAP-Guided Implicit-Trajectory Generation for Metadata-Free LLM-Based AutoFE
Reported by
arXiv
T1
BEAR-Bench: A Bilingual Enterprise and Academic Reasoning Benchmark for Multimodal Models
Reported by
arXiv
T1
Encoded but Not Actionable: Auditing the Decode-Generate-Steer Gap in Frozen LLMs for Geometric Constraints
Reported by
arXiv
T1
The IOL-AI Challenge: An Open Challenge towards Advancing Linguistic Reasoning
Reported by
arXiv
T1
Whether LLMs Can Navigate Beliefs and Facts Depends on How You Phrase It
Reported by
arXiv
T1
Research
10 storiesMulti-Agent AI System for Radiology Report Structuring and Quality Assurance with Independent Radiologist Evaluation
Reported by
arXiv
T1
On the Fragility of Self-Improving Agents: Variance, Task Order, and Underspecification
Reported by
arXiv
T1
Chain-of-Experience for Continual LLM Improvement
Reported by
arXiv
T1
Policy-Invariant Reward Shaping from LLM Feedback: A Framework for Hybrid RL Agents
Reported by
arXiv
T1
When Writing Style Drifts: Benchmarking Authorship Verification under Distribution Shifts in Genre, Time and the AI-Era
Reported by
arXiv
T1
Towards Zero-Shot Task Transfer with Neurosymbolic World Models
Reported by
arXiv
T1
Analysis of Types of Inquiries in Student-AI Interaction: A case study of two CS2 tasks
Reported by
arXiv
T1
AdaLens: Interactive Storyline for Monitoring and Steering Long-Running Agentic Data Analysis
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arXiv
T1
From Global Benchmarks to Local Evaluations: Benchmarking LLMs for the German Public Sector
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arXiv
T1
Interpretable Humans, Alien LLMs: Expert Analysis of Latent Structures in Assessment Responses
Reported by
arXiv
T1
Business
10 storiesRelativity Networks raises $22 million to bring a faster kind of fiber to data centers
Reported by
TechCrunch
T2
EvoTS-Agent: A Self-Evolving LLM Agent for Financial Time Series Change Point Detection
Reported by
arXiv
T1
Adaptive Incentive Design in Dynamic Principal-Agent Problem via Kernelized Bandits
Reported by
arXiv
T1
Enterprises are overpaying for simple AI queries — Snowflake's gateway now auto-routes to cut costs up to 3x
Reported by
VentureBeat
T3
Commerce AI is fragmenting. Here is why that matters.
Reported by
VentureBeat
T3
Daybreak models are now available on AWS
Reported by
OpenAI
T1
Looking back on Microsoft’s FY26: From AI experimentation to Frontier Transformation
Reported by
Microsoft
T1
Microsoft Frontier Company: AI engineering that amplifies and protects your intelligence
Reported by
Microsoft
T1
ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration
Reported by
Hugging Face
T1
Achieving success with AI
Reported by
Microsoft
T1
Policy
1 storyCan AI Coexist With Privacy? Proton’s Andy Yen Says It Will Have To
Reported by
WIRED
T2
Infrastructure
10 storiesChina fund managers stick with AI, chips in August despite July sell-off, survey finds
Reported by
South China Morning Post
T2
Traceable Trust for action-ready artificial intelligence in bioscience
Reported by
arXiv
T1
Task-Aware Harness Provisioning for LLM Agents in Mission-Critical Infrastructure Operations
Reported by
arXiv
T1
KernelArc: A Multi-Agent Framework for GPU Kernel Optimization
Reported by
arXiv
T1
How NVIDIA scales expertise with ChatGPT Work
Reported by
OpenAI
T1
How Axonius built secure multi-tenant AI agents on Bedrock AgentCore
Reported by
Amazon
T1
Accelerate cyber defense with OpenAI and AWS: Daybreak Red & Daybreak Blue now available to eligible customers on Amazon Bedrock
Reported by
Amazon
T1
OpenAI’s letter to Governor Abbott on responsible AI infrastructure in Texas
Reported by
OpenAI
T1
Meta Upholds Texas Governor Greg Abbott’s Data Center Standards
Reported by
Meta
T1
How HSP GRUPPE builds AI capabilities for tax advisory
Reported by
OpenAI
T1
Society
8 storiesFlock Has a Powerful New AI Tool for Police. We Got Its Code
Reported by
WIRED
T2
Preserving the privacy of AI training data
Reported by
Amazon Science
T1
Partnering with CodeAI to prepare the first AI generation
Reported by
OpenAI
T1
Working with the American Psychological Association on youth mental health and AI
Reported by
OpenAI
T1
Advancing responsible AI across Europe
Reported by
OpenAI
T1
New York City educators and industry leaders gathered at Google’s offices to shape the future of AI in classrooms.
Reported by
Google
T1
New research shows how AMIE, our medical AI, could help manage health conditions.
Reported by
Google
T1
Strengthening Singapore’s AI Future: A New National Partnership
Reported by
Google DeepMind
T1
India
3 storiesInvesting in multi-agent AI safety research
Reported by
Google DeepMind
T1
Building trust into AI
Reported by
Amazon Science
T1
Unlocking UK house-building with AI-accelerated planning
Reported by
Google DeepMind
T1