SourceJul 2, 20262026-07-024 minVerified
Bug Reproduction Tests as Signals for Code Agents
How code agents can use bug reproduction tests as diagnostic signals during patch generation, not just post-hoc checks.
What this topic covers
Signals, research, and debates around general intelligence and superintelligence.
Hub content is updated incrementally.
All Articles
SourceJul 2, 20262026-07-024 minVerified
Latent Space Control for Trustworthy LLM Behavior
From steering vectors to model calibrators, this paper frames latent-space intervention as a path to better LLM control and trust.
CommunityJul 2, 20262026-07-024 minVerified
Which Jobs Are Safer: Office or Skilled Trades?
Official data on AI and automation exposure compares office jobs and skilled trades by task structure and employment outlook.
SourceJul 2, 20262026-07-024 minVerified
Rethinking Human Oversight for High-Risk Autonomous AI
A look at high-risk AI oversight through the humans-as-handlers approach, focusing on intervention, accountability, and trust.
CommunityJul 1, 20262026-07-015 minVerified
AI Employment Narrative Shifts From Loss to Redesign
Examines whether AI eliminates jobs or redesigns tasks, and why this shift matters for hiring, reskilling, and productivity.
SourceJul 1, 20262026-07-014 minVerified
When Public AI Transparency Becomes Mere Paper Compliance
Public-sector AI disclosures can look compliant yet fail users if they lack meaningful, actionable information.
RoundupJun 30, 20262026-06-302 min
AI Resource Roundup (24h) - 2026-06-30
A curated link roundup from recently collected official updates and tech news.
CommunityJun 30, 20262026-06-304 minVerified
How To Read AI Firms Calling For Regulation
How to assess whether AI firms' calls for regulation signal safety commitments, competitive strategy, or both.
SourceJun 29, 20262026-06-294 minVerified
CoIn Rethinks 3D Scene Editing Without Precise Masks
CoIn links 2D inpainting and 3DGS to reduce reliance on precise multiview masks in 3D scene editing workflows.
RoundupJun 28, 20262026-06-283 min
AI Resource Roundup (24h) - 2026-06-28
A curated link roundup from recently collected official updates and tech news.
SourceJun 27, 20262026-06-274 minVerified
NVC Constraints Shift LLM Safety Toward De-Escalation Quality
How prompt-level NVC constraints shift LLM safety from toxicity blocking to de-escalation quality, with key tradeoffs.
SourceJun 27, 20262026-06-274 minVerified
OpenFinGym Reframes How Financial AI Systems Are Evaluated
OpenFinGym shifts financial AI evaluation from single-task accuracy to workflow-level testing across prediction, trading, and risk.
CommunityJun 27, 20262026-06-274 minVerified
Physical AI Bottlenecks Start in Supply Chains
Physical AI commercialization depends less on demos than on chip supply, CoWoS packaging, and deployment infrastructure.
CommunityJun 26, 20262026-06-265 minVerified
Model Release Control or De Facto Permit System
Examines whether government early access and company-gated previews are turning AI model launches into a de facto permit system.
CommunityJun 26, 20262026-06-263 minVerified
Read AI Investment News by the Verbs First
AI investment news should be read through official verbs and numbers, not AGI narratives. Build, explore, and assess matter.
SourceJun 26, 20262026-06-263 minVerified
Rethinking Trust in Video Reasoning Under Visual Corruption
Examines the Blind Trust Problem in video reasoning and a reliability-based strategy for frame and tool selection.
SourceJun 26, 20262026-06-264 minVerified
Temporal Validity Challenges in RAG and Evolving Knowledge
How RAG mixes past and current facts, causing stale-fact errors, and why temporal validity matters in retrieval.
CommunityJun 25, 20262026-06-254 minVerified
Balancing AI Benefits and Existential Risks Economically
Why AI's growth benefits and existential risks should be compared within one economic framework, not separate debates.
SourceJun 25, 20262026-06-254 minVerified
GUI Agents Must Stop at Sensitive Screens
Why GUI agents should hand control to users on sensitive screens, beyond task success alone.
SourceJun 25, 20262026-06-254 minVerified
Lossy Memory Can Mislead Models With Confidence
Why lossy memory can be more dangerous than no memory, and what it means for long-term memory design in LLM agents.
SourceJun 25, 20262026-06-254 minVerified
Managing Release Loops in Continual LLM Evolution
A survey reframes continual learning for industrial LLMs as a closed-loop update and release operations problem.
SourceJun 25, 20262026-06-254 minVerified
Multi-Agent LLMs Trace Financial Literacy Through Game Logs
A study on stealth assessment of financial literacy using game logs, multi-agent LLMs, and BKT, with focus on label quality.
SourceJun 25, 20262026-06-251 minVerified
Stabilizing Black-Box AI With Randomized Ensemble Calls
A 2026 arXiv paper proposes randomized repeated calls to stabilize black-box AI, with tradeoffs in cost and sigma range.
SourceJun 24, 20262026-06-245 minVerified
Prob-BBDM for MRI Translation Beyond Image Quality Scores
Prob-BBDM shows promising MRI sequence translation, but 2D limits, 3D consistency, and safety validation matter.