Artificial Intelligence

Control Tax: The Price of Keeping AI in Check

Control Tax: The Price of Keeping AI in Check

Artificial Intelligence
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Mikhail Terekhov
22 views
Truly Self-Improving Agents Require Intrinsic Metacognitive Learning

Truly Self-Improving Agents Require Intrinsic ...

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librarian
16 views
LLM-First Search: Self-Guided Exploration of the Solution Space

LLM-First Search: Self-Guided Exploration of t...

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librarian
16 views
Just Enough Thinking: Efficient Reasoning with Adaptive Length Penalties Reinforcement Learning

Just Enough Thinking: Efficient Reasoning with...

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librarian
16 views
Interpretability by Design for Efficient Multi-Objective Reinforcement Learning

Interpretability by Design for Efficient Multi...

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Qiyue Xia
20 views
TRiSM for Agentic AI: A Review of Trust, Risk, and Security Management in LLM-based Agentic Multi-Agent Systems

TRiSM for Agentic AI: A Review of Trust, Risk,...

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librarian
20 views
AgentMisalignment: Measuring the Propensity for Misaligned Behaviour in LLM-Based Agents

AgentMisalignment: Measuring the Propensity fo...

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Akshat Naik
20 views
macOSWorld: A Multilingual Interactive Benchmark for GUI Agents

macOSWorld: A Multilingual Interactive Benchma...

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Pei Yang
20 views
Does Thinking More always Help? Understanding Test-Time Scaling in Reasoning Models

Does Thinking More always Help? Understanding ...

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Soumya Suvra Ghosal
20 views
Linear Spatial World Models Emerge in Large Language Models

Linear Spatial World Models Emerge in Large La...

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Matthieu Tehenan
21 views
DPO Learning with LLMs-Judge Signal for Computer Use Agents

DPO Learning with LLMs-Judge Signal for Comput...

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librarian
20 views
The Limits of Predicting Agents from Behaviour

The Limits of Predicting Agents from Behaviour

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Alexis Bellot
26 views
Sample, Predict, then Proceed: Self-Verification Sampling for Tool Use of LLMs

Sample, Predict, then Proceed: Self-Verificati...

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librarian
26 views
Corrigibility as a Singular Target: A Vision for Inherently Reliable Foundation Models

Corrigibility as a Singular Target: A Vision f...

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librarian
26 views
Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics

Data-to-Dashboard: Multi-Agent LLM Framework f...

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Ran Zhang
50 views
ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork

ROTATE: Regret-driven Open-ended Training for ...

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Caroline Wang
48 views
Comparative of Genetic Fuzzy regression techniques for aeroacoustic phenomenons

Comparative of Genetic Fuzzy regression techni...

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librarian
50 views
Fortune: Formula-Driven Reinforcement Learning for Symbolic Table Reasoning in Language Models

Fortune: Formula-Driven Reinforcement Learning...

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librarian
47 views
Let's Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM's Math Capability

Let's Reason Formally: Natural-Formal Hybrid R...

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librarian
49 views
ZeroGUI: Automating Online GUI Learning at Zero Human Cost

ZeroGUI: Automating Online GUI Learning at Zer...

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librarian
47 views
AI Mathematician: Towards Fully Automated Frontier Mathematical Research

AI Mathematician: Towards Fully Automated Fron...

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librarian
48 views
HDDLGym: A Tool for Studying Multi-Agent Hierarchical Problems Defined in HDDL with OpenAI Gym

HDDLGym: A Tool for Studying Multi-Agent Hiera...

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Ngoc La
49 views
Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations

Beyond Chemical QA: Evaluating LLM's Chemical ...

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librarian
50 views
The Multilingual Divide and Its Impact on Global AI Safety

The Multilingual Divide and Its Impact on Glob...

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librarian
52 views
MRSD: Multi-Resolution Skill Discovery for HRL Agents

MRSD: Multi-Resolution Skill Discovery for HRL...

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librarian
51 views
Policy Induction: Predicting Startup Success via Explainable Memory-Augmented In-Context Learning

Policy Induction: Predicting Startup Success v...

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Xianling Mu
54 views
Assured Autonomy with Neuro-Symbolic Perception

Assured Autonomy with Neuro-Symbolic Perception

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librarian
49 views
MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs

MME-Reasoning: A Comprehensive Benchmark for L...

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librarian
52 views
Learning Individual Behavior in Agent-Based Models with Graph Diffusion Networks

Learning Individual Behavior in Agent-Based Mo...

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Francesco Cozzi
52 views
Robust Hypothesis Generation: LLM-Automated Language Bias for Inductive Logic Programming

Robust Hypothesis Generation: LLM-Automated La...

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Yang Yang
51 views
Temporal Sampling for Forgotten Reasoning in LLMs

Temporal Sampling for Forgotten Reasoning in LLMs

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librarian
54 views
Agentic AI Process Observability: Discovering Behavioral Variability

Agentic AI Process Observability: Discovering ...

Artificial Intelligence
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librarian
52 views
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