How the monitored publications were assessed

Discourse valence across every scored item: what the sampled sources published and how independent models read it. It is not a measure of public opinion, not a measure of the state of the world, and article volume is not agreement.

66 items read as favourable

• Asymmetric Decline Rather Than Backfire: A Repost-Network Analysis of Japanese Vaccine-Shedding Misinformation on X
  +20 arXiv cs.CY (Computers and Society) 6d ago single model
• Designing an AI serving harness built to last
  +20 MIT Technology Review: AI 2026-10-22 single model
• Who Should We Listen to More? Welfare-Aware Preference Acquisition for Pluralistic Alignment
  +20 arXiv cs.LG (Machine Learning) 2026-10-15 single model
• Meet the Anthropic Engineer Keeping Its AI Agent Trustworthy
  +20 IEEE Spectrum: AI 2026-10-12 single model
• EvoBelief: Falsifiable World Models for Self-Improving LLM Agents
  +20 arXiv cs.AI 2026-10-12 single model
• The U.S. Nuclear Plant Fleet Is Leaning into AI
  +20 IEEE Spectrum: AI 2026-10-08 single model
• AI Solves a Major Unsolved Math Problem. Not Everyone Is Happy
  +20 IEEE Spectrum: AI 2026-10-05 single model
• AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks
  +20 arXiv cs.AI 2026-10-01 single model
• Generative AI Gives Spacecraft the Autonomy Engineers Once Feared
  +20 IEEE Spectrum: AI 2026-09-28 single model
• Agentic Economies for Autonomous Scientific Discovery
  +20 arXiv cs.CY (Computers and Society) 2026-09-28 single model
• Google's first Suncatcher orbital data center test launches October 1
  +20 Ars Technica: AI 2026-09-24 single model
• Safety Nudges: User-Facing Interventions for Real-Time AI Risk Awareness
  +20 arXiv cs.CY (Computers and Society) 2026-09-24 single model
• AutoGym: Blueprint-First Generation of Verifiable Agent Gyms
  +20 arXiv cs.AI 2026-09-23 single model
• Incipit: Axiom-Grounded Scaffolding for Human-AI Literary Creation
  +20 arXiv cs.CY (Computers and Society) 2026-09-23 single model
• Building the materials foundation for AI
  +20 MIT Technology Review: AI 2026-09-16 single model
• The AI-Enabled Scientific Frontier
  +20 arXiv cs.AI 2026-09-16 single model
• Using Codebooks to Detect Cybercrime Topics in Text Narratives
  +20 arXiv cs.CY (Computers and Society) 2026-09-16 single model
• How GPT-5.6 Sol helps run quantum computing experiments
  +20 OpenAI 2026-09-08 single model
• Learning by Collaborating in the Age of AI: Research Mentorship for Polymathic, Workflow-Centered Science
  +24 arXiv cs.CY (Computers and Society) 12d ago low agreement · ±150
• Self-Evolving Harness on Multiple Tasks with the Agent as Its Own Optimizer
  +24 arXiv cs.AI 2026-10-01 low agreement · ±88
• TACS-RF: Tool-driven Agentic Circuit Synthesis of RF and mmWave Modules
  +27 arXiv cs.AI 13d ago moderate agreement · ±38
• OpenAI claims to have solved maths problem that stumped humans for decades
  +28 The Guardian: Artificial Intelligence 2026-09-08 high agreement · ±15
• John Healey pledges to use budget to harness power of AI to bolster Britain’s security
  +28 The Guardian: Artificial Intelligence 2026-10-24 low agreement · ±55
• Community safety report and new protections for teens
  +31 OpenAI 9d ago low agreement · ±60
• An Autonomous GeoAI Agent for Arctic Eco-Navigation
  +33 arXiv cs.AI 2026-09-11 low agreement · ±60
• CriticGen: Generation-Aware Evaluation as Actionable Feedback
  +34 arXiv cs.AI 2026-09-10 low agreement · ±67
• Detecting AI Training in Datacentre Power
  +38 arXiv cs.CY (Computers and Society) 2026-10-23 low agreement · ±50
• Workplace Ambiguity and Technology Support for Autistic and IDD Workers
  +40 arXiv cs.CY (Computers and Society) 2026-10-16 low agreement · ±60
• The Moving Frontier: How the National Justice Project Is Using Digital Technology to Expand Access to Justice
  +50 arXiv cs.CY (Computers and Society) 2d ago single model
• Formally verifying agent-written full-stack web apps with PDD Kit
  +50 Microsoft Research 3d ago single model
• Agent Harness Awareness: Turning Verified Telemetry into Operational Control for Tool-Using Agents
  +50 arXiv cs.AI 3d ago single model
• AI agents run this automated biology lab that sequences DNA and more
  +50 Nature 4d ago single model
• ‘Population collapse’ makes AI productivity gains vital, says top Meta executive
  +50 Financial Times: Artificial Intelligence 4d ago single model
• Counterfactual assessment of social media interventions by separating exposure from engagement
  +50 arXiv cs.CY (Computers and Society) 6d ago single model
• Could Abdul El-Sayed’s plan for AI companies stave off catastrophe? | Jerel Ezell
  +50 The Guardian: Artificial Intelligence 10d ago single model
• ‘There is no inevitable dystopia’: Jeanette Winterson on AI and the future of humanity
  +50 The Guardian: Artificial Intelligence 11d ago single model
• PolicyMediator: Multi-Regional Policy Learning through Mediation Agents with Evolving Skills in OPC Ecosystems
  +50 arXiv cs.CY (Computers and Society) 11d ago single model
• Governed Sovereign RAG for Public Administration: Tripartite Epistemic Routing, Facet-Guided Clarification, and Deterministic Numeric Verification in Citizen Services
  +50 arXiv cs.CY (Computers and Society) 11d ago single model
• DeepMind unveils Genie 4 world model promising more realistic physics and humans
  +50 Ars Technica: AI 12d ago single model
• Artificial Intelligence in Mechanical Engineering: Foundations, Opportunities, Challenges, and Responsibilities
  +50 arXiv cs.AI 12d ago single model
• A pedagogically guided LLM framework for scaffolding human-AI cocreation and preserving learners' agency and creativity
  +50 arXiv cs.CY (Computers and Society) 12d ago single model
• OpenHamoye: A Multi-Scale Open Geospatial Intelligence Framework for Decision Support Across Nigeria
  +50 arXiv cs.CY (Computers and Society) 12d ago single model
• UK to invest £100m in 'world first' AI Biosecurity Lab
  +50 BBC News: Technology 2026-10-24 single model
• Probing and Steering for Safety-Relevant Behaviours in Large Language Models
  +50 arXiv cs.CY (Computers and Society) 2026-10-23 single model
• The Customer Is the Builder: How AI Coding Agents Are Rewriting the Economics of Software
  +50 arXiv cs.CY (Computers and Society) 2026-10-23 single model
• ClinGuard: a governance framework for reliable, transparent, and auditable clinical coordination
  +50 arXiv cs.CY (Computers and Society) 2026-10-23 single model
• The Privacy Paradox Is a Misnomer: Data Under Structural Uncertainty
  +50 arXiv cs.CY (Computers and Society) 2026-10-22 single model
• Situating Vulnerability: An Ethical Governance Framework for Anthropomorphic AI Interaction
  +50 arXiv cs.CY (Computers and Society) 2026-10-22 single model
• Solving a 31-year-old grand challenge in mathematics – the KLS conjecture
  +50 Microsoft Research 2026-10-21 single model
• Using thousands of AI agents to uncover new leads in biological data
  +50 OpenAI 2026-10-21 single model
• ValiAssist: Scaling LLM-generated Programming Feedback Validation by Demonstration
  +50 arXiv cs.CY (Computers and Society) 2026-10-21 single model
• SPEM: Structure-Aware Procedural Memory for Efficient Skill Use in LLM Agents
  +50 arXiv cs.AI 2026-10-21 single model
• From Natural Language Intent to Executable Control: Hierarchical Feedback-Guided LLM Planning for Multi-component Cyber-Physical Systems
  +50 arXiv cs.AI 2026-10-19 single model
• Toxic algorithms wouldn't let them go - now Australia wants an off switch
  +50 BBC News: Technology 2026-10-16 single model
• EvolvingBrain: An Adaptive Skill System for Multi-modal Agents Self-Evolution in Open Worlds
  +50 arXiv cs.AI 2026-10-16 single model
• L2G-SR: Learning to Guide LLM-based Symbolic Regression
  +50 arXiv cs.AI 2026-10-16 single model
• VEPA: Verified Evolving Formal Policy for Lifelong LLM Agent Guardrails
  +50 arXiv cs.AI 2026-10-12 single model
• CLEAT: Learning Value-Guided Clarification for Interactive Agents
  +50 arXiv cs.AI 2026-10-12 single model
• Transformer-Based Masked Diffusion Models Provably Learn Distributions with Latent Structure
  +50 arXiv cs.LG (Machine Learning) 2026-10-12 single model
• Improving social media for democratic discourse
  +50 arXiv cs.CY (Computers and Society) 2026-10-09 single model
• The Wisdom of Artificial Deliberative Crowds
  +50 arXiv cs.AI 2026-09-23 single model
• GPEvac: GNN-Based PPO for Adaptive Evacuation Routing During Shooting Events
  +50 arXiv cs.AI 2026-09-16 single model
• Machine Unlearning for Speech Question Answering in Large Audio-Language Models
  +50 arXiv cs.LG (Machine Learning) 2026-09-15 single model
• ‘Multifunctional’ brain implant translates speech and gestures in real time
  +50 Nature 2026-09-14 moderate agreement · ±40
• Reinforcement Learning over Patient Trajectories for Clinical Reasoning in EHR Foundation Models
  +50 arXiv cs.CY (Computers and Society) 2026-09-14 single model
• Google DeepMind Maps 9 Billion Possible DNA Variants
  +55 IEEE Spectrum: AI 2026-09-08 moderate agreement · ±40

Across the whole window

The two tables below describe every item in the last 365 days. They are deliberately not narrowed by the reading filter (currently favourable), because a mean taken only over items already selected for their score would just restate the filter.

By topic

By source

A source's mean says how the items it published were read. It is not a rating of the source.