SourceJun 28, 20262026-06-284 minVerified
Enforcing Agent Policies Beyond Prompt-Based Safety Guards
How formalized policies can deterministically govern agent tool calls beyond probabilistic prompt steering and filters.
SourceJun 28, 20262026-06-284 minVerified
Why Benchmarks Miss Much of LLM Performance
How single-run LLM benchmarks can miss usable performance, and why model choice, retries, and cost matter.
SourceJun 27, 20262026-06-274 minVerified
Why Agent Configs Need Deterministic Control Planes
Why reused coding agent config files can become an unmanaged control layer with security and operational risks.
SourceJun 26, 20262026-06-264 minVerified
Agent-Driven Iteration Loops for Industrial Recommender Systems
A look at AgentX and the shift from model changes to automating hypothesis, code, experiment, and analysis loops.
SourceJun 26, 20262026-06-263 minVerified
Emotion Vectors in Open LLMs and Behavior Control
Examines whether emotion vectors in open-weight LLMs are internal representations or merely correlated signals for behavior.
SourceJun 26, 20262026-06-264 minVerified
HiLSVA Reframes Scientific Visualization Agent Control and Oversight
HiLSVA emphasizes plan-first workflows, human oversight, and provenance over full autonomy in scientific visualization agents.
CommunityJun 26, 20262026-06-263 minVerified
How Generative AI Makes Money And Why Profitability Debates Persist
A look at how generative AI earns revenue, why infrastructure costs loom large, and how investment and cloud deals shape profitability.
SourceJun 26, 20262026-06-265 minVerified
KARLA Rethinks Retrieval During Token Generation for LLMs
KARLA explores retrieving facts during token generation, reframing RAG tradeoffs around noise, latency, cost, and attribution.
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
Evaluating VLM Visual Search Beyond Accuracy and Tokens
A framework for evaluating VLM visual search with classic human tasks, using token length and search cost beyond accuracy.
SourceJun 25, 20262026-06-254 minVerified
Grounded LLM Workflows for Inherited Disease Diagnosis Ranking
DeepBD highlights grounded LLM workflows for inherited disease diagnosis, emphasizing traceable evidence and recall gains.
SourceJun 25, 20262026-06-254 minVerified
How LLMs Fail Plausibly on Research Math Problems
A look at four plausible LLM failure modes in research-level math and why verification design matters beyond accuracy.
SourceJun 25, 20262026-06-253 minVerified
Modeling LLM Verifier Loops With Convergence Guarantees
A framework modeling LLM-verifier loops as a four-stage absorbing Markov chain to analyze convergence and failure points.
SourceJun 25, 20262026-06-255 minVerified
Rethinking Agent Safety Beyond Model Internal Guardrails
Why agent safety must shift from internal prompts and filters to external runtime permission enforcement.
SourceJun 24, 20262026-06-245 minVerified
CineCap And The Challenge Of Cinematic Video Captioning
CineCap targets cinematic video captioning, focusing on camera motion, shot size, angle, and structured scene reasoning.
SourceJun 24, 20262026-06-244 minVerified
HOLMES Challenges LLMs With Higher-Order Logic Reasoning
HOLMES probes higher-order logic reasoning beyond final answers, exposing limits in LLM rule, predicate, and constraint handling.
SourceJun 23, 20262026-06-234 minVerified
The AI Evaluability Gap in Risk Governance
Why AI deployment decisions depend not just on performance, but on sufficient evaluation evidence and governance links.
SourceJun 23, 20262026-06-233 minVerified
RLHF Alignment Through the Lens of Social Choice
A look at recent research framing RLHF as preference aggregation, with implications for fairness and safety.
SourceJun 23, 20262026-06-234 minVerified
Role-Based Agentic AI for Intent-Driven Network Operations
Examines role-based agentic AI for intent-driven telecom operations, with focus on autonomy, orchestration, and safety.
CommunityJun 23, 20262026-06-234 minVerified
UK Backs Open AI on Everyday Hardware
The UK funds open AI and general-purpose hardware research to expand access, efficiency, and tech autonomy.
CommunityJun 22, 20262026-06-224 minVerified
AI, Fermi Paradox, and the Meaning of L
A look at the Fermi Paradox through Drake equation variable L, observation limits, and AI risk claims.
CommunityJun 20, 20262026-06-204 minVerified
AI Coding Needs Review More Than Speed Gains
AI coding can boost output, but not quality or accountability. The real bottleneck is review, validation, and approval.
SourceJun 20, 20262026-06-204 minVerified
How Linear Transformer FFN Blocks Really Are
Examines per-block linear recoverability of transformer FFNs and what R^2_lin may imply for compression and interpretability.