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.

14 items read as favourable

• TACS-RF: Tool-driven Agentic Circuit Synthesis of RF and mmWave Modules
  +27 arXiv cs.AI 13d ago moderate agreement · ±38
• 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
• 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
• 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
• 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
• Situating Vulnerability: An Ethical Governance Framework for Anthropomorphic AI Interaction
  +50 arXiv cs.CY (Computers and Society) 2026-10-22 single model
• Toxic algorithms wouldn't let them go - now Australia wants an off switch
  +50 BBC News: Technology 2026-10-16 single model
• Improving social media for democratic discourse
  +50 arXiv cs.CY (Computers and Society) 2026-10-09 single model

Across the whole window

The two tables below describe every item in the last 30 days under power-concentration. 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.