arXiv:2610.00212v1 Announce Type: new Abstract: Public-service recommendations require evidence that matches the requested service, scope, and date. Yet…
Conflicting Supervision Moves Commitment, Not Capability: A 12.29{\sigma} arrangement effect that is exactly zero under a convention-agnostic score
arXiv:2610.00234v1 Announce Type: new Abstract: “Train a model on the same problems written under two incompatible conventions, both correct, and ask what…
AI News Brief Hourly Summary 2026-10-02 07h : 13 posts
13 posts published in the last hour 04:32Characterizing a Configuration Where Inference-Time PRM-Pruned Fragment Grafting Is Inert: Evidence from Three Reasoning LMs 04:32Gradient-Aligned Pair Selection for Personalized Preference Optimization 04:31K-Dense BYOK: An Open-Source AI Research Assistant That Runs Locally and…
Characterizing a Configuration Where Inference-Time PRM-Pruned Fragment Grafting Is Inert: Evidence from Three Reasoning LMs
arXiv:2610.00047v1 Announce Type: new Abstract: Diversity collapse in parallel chain-of-thought has motivated inference-time interventions built on a…
Gradient-Aligned Pair Selection for Personalized Preference Optimization
arXiv:2610.00061v1 Announce Type: new Abstract: Personalizing large language models (LLMs) requires aligning generation behavior with user-specific…
K-Dense BYOK: An Open-Source AI Research Assistant That Runs Locally and Keeps a Hash-Chained Lab Notebook
arXiv:2610.00074v1 Announce Type: new Abstract: K-Dense BYOK (bring your own keys) is a free, open-source AI research assistant for scientists in any…
Comedic Fool’s Gold: Reward Exploits and Countermeasures in Conversational Humor
arXiv:2610.00197v1 Announce Type: new Abstract: We investigate automated rewards for training language models in conversational humor, focusing on reward…
Scientific Agents: Evaluating Profession-Specific System Prompts on Scientific Tasks
arXiv:2610.00084v1 Announce Type: new Abstract: Detailed profession-specific system prompts raise token use and estimated cost per response without a…
From Proposal to Verified Effect: Praxa, an Evidence-Bound Harness for Governed AI Agent Execution
arXiv:2610.00015v1 Announce Type: new Abstract: Large-language-model agents can propose and execute actions, but proposal, authority, dispatch, verified…
When Do Causal World Models Help Modular LLM Agents
arXiv:2610.00012v1 Announce Type: new Abstract: LLM agents increasingly act through modular systems, such as order, payment, inventory, and shipment…
Heavy-Tailed Memory Traces in Long-Horizon Language Agents
arXiv:2610.00010v1 Announce Type: new Abstract: Long-horizon language agents increasingly rely on external memory as a frozen world model, yet current…
Gemini 4 Argon: our next era of frontier intelligence
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Measuring the Microtask Eligibility Gap: When Is an Off-the-Shelf SLM Enough for an Agent Harness?
arXiv:2610.00025v1 Announce Type: new Abstract: Agent harnesses increasingly want to run small language models (SLMs) on the microtasks around a frontier…
AutoSynthData: Generating Training Data for Enterprise Agents
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What Do Rationales Communicate? A Message-Intervention Study in Role-Specialized QA
arXiv:2610.00018v1 Announce Type: new Abstract: Role-specialized QA pipelines increasingly pass rationales from a reasoner to a verifier, but it is…
AI News Brief Hourly Summary 2026-10-02 06h : 13 posts
13 posts published in the last hour 03:32scTrilemma: Balancing Identity, Invariance, and Fidelity in Single-Cell Representation Learning 03:32SkillSeek: Revisiting Agent Skill Retrieval at Marketplace Scale 03:32Where MLLMs Fail and Why: Causal Task Decomposition for Capability Failure Diagnosis 03:31Mitigating the Length-Scaling…
scTrilemma: Balancing Identity, Invariance, and Fidelity in Single-Cell Representation Learning
arXiv:2609.38840v1 Announce Type: cross Abstract: Single-cell RNA-seq representation learning is fundamentally label-free: cell identities, states, and…
SkillSeek: Revisiting Agent Skill Retrieval at Marketplace Scale
arXiv:2609.38822v1 Announce Type: cross Abstract: Anthropic’s Agent Skills package reusable procedural know-how for an LLM agent into SKILL.md…