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Grounded Iterative Language Planning: How Parameterized World Models Reduce Hallucination Propagation in LLM Agents
arXiv.org

Grounded Iterative Language Planning: How Parameterized World Models Reduce Hallucination Propagation in LLM Agents

An agent-based world model calls an LLM API and reasons flexibly in language, but its errors appear as hallucinated…

6/29/2026 · 3 min read · 30 views
Understanding Rollout Error in Graph World Models
arXiv.org

Understanding Rollout Error in Graph World Models

Many planning environments, however, are not vectors or images; they are graphs of agents, tools, skills, routes, and…

6/29/2026 · 3 min read · 35 views
AlgoEvolve: LLM-driven Meta-evolution of Algorithmic Trading Programs
arXiv.org

AlgoEvolve: LLM-driven Meta-evolution of Algorithmic Trading Programs

Most current applications focus on static coding benchmarks. We extend this paradigm to algorithmic trading. This…

6/26/2026 · 2 min read · 33 views
Accelerating Returns and the Qualitative Engine for Science
arXiv.org

Accelerating Returns and the Qualitative Engine for Science

The paper discusses the concept of accelerating returns, which suggests that technological progress becomes…

6/26/2026 · 3 min read · 37 views
COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami
arXiv.org

COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami

Researchers have developed COrigami, an AI pipeline for co-designing flat-foldable visually recognizable origami. The…

6/26/2026 · 3 min read · 29 views
OpenFinGym: A Verifiable Multi-Task Gym Environment for Evaluating Quant Agents
arXiv.org

OpenFinGym: A Verifiable Multi-Task Gym Environment for Evaluating Quant Agents

The paper introduces OpenFinGym, a unified gym environment designed for evaluating quantitative‑finance agents across…

6/26/2026 · 3 min read · 31 views
What We are Missing in Multimodal LLM Evaluation?
arXiv.org

What We are Missing in Multimodal LLM Evaluation?

Computer Science > Artificial Intelligence arXiv:2606.26348 (cs) [Submitted on 24 Jun 2026] Title:What We are Missing…

6/26/2026 · 2 min read · 34 views
Geometry-Aware MCTS for Extremal Problems in Combinatorial Geometry
arXiv.org

Geometry-Aware MCTS for Extremal Problems in Combinatorial Geometry

Classical exact solvers suffer from combinatorial explosion for these types of problems, and standard reinforcement…

6/26/2026 · 3 min read · 29 views
Narration-of-Thought: Inference-Time Scaffolding for Defeasible Ethical Reasoning in Large Language Models
arXiv.org

Narration-of-Thought: Inference-Time Scaffolding for Defeasible Ethical Reasoning in Large Language Models

We introduce narration-of-thought (NoT), a system prompt that structures chain-of-thought into five sections:…

6/26/2026 · 3 min read · 33 views
When Agents Meet Electric Bus Fleet Operations: Pricing Behavior, Trade-offs, and Policy Implications in an Aggregator Framework
arXiv.org

When Agents Meet Electric Bus Fleet Operations: Pricing Behavior, Trade-offs, and Policy Implications in an Aggregator Framework

Electric bus fleets provide a relevant test case. Their operation requires continuous coordination between service…

6/26/2026 · 3 min read · 49 views
How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks?
arXiv.org

How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks?

Computer Science > Artificial Intelligence arXiv:2606.26346 (cs) [Submitted on 24 Jun 2026] Title:How Do…

6/26/2026 · 3 min read · 32 views
The Verification Horizon: No Silver Bullet for Coding Agent Rewards
arXiv.org

The Verification Horizon: No Silver Bullet for Coding Agent Rewards

For today's coding agents, this intuition is being inverted: as foundation models develop stronger reasoning…

6/26/2026 · 3 min read · 34 views
Instruction Bleed: Cross-Module Interference in Prompt-Composed Agentic Systems
arXiv.org

Instruction Bleed: Cross-Module Interference in Prompt-Composed Agentic Systems

We formalize this as compositional behavioral leakage (CBL): interference between modules sharing a context window.…

6/26/2026 · 3 min read · 38 views
Governing Actions, Not Agents: Institutional Attestation as a Governance Model for Autonomous AI Systems
arXiv.org

Governing Actions, Not Agents: Institutional Attestation as a Governance Model for Autonomous AI Systems

This paper observes that human institutions have governed powerful autonomous actors not by monitoring their reasoning…

6/26/2026 · 2 min read · 34 views
Life After Benchmark Saturation: A Case Study of CORE-Bench
arXiv.org

Life After Benchmark Saturation: A Case Study of CORE-Bench

Siegel, Arvind Narayanan View a PDF of the paper titled Life After Benchmark Saturation: A Case Study of CORE-Bench,…

6/26/2026 · 3 min read · 28 views
Knowledge-augmented Agentic AI for Mental Health Medication Information Seeking
arXiv.org

Knowledge-augmented Agentic AI for Mental Health Medication Information Seeking

Integrating them without conflating evidence and anecdote is especially consequential in psychiatry, where poorly…

6/26/2026 · 3 min read · 36 views
Detecting and Controlling Sycophancy with Cascading Linear Features
arXiv.org

Detecting and Controlling Sycophancy with Cascading Linear Features

These data pairs determine the degree to which interpretability frameworks can reliably detect model features…

6/26/2026 · 3 min read · 40 views
Accelerating Skill Assessment in Chess: A Drift-Diffusion-Enhanced Elo Rating System
arXiv.org

Accelerating Skill Assessment in Chess: A Drift-Diffusion-Enhanced Elo Rating System

However, they inherently suffer from response lag due to their exclusive reliance on match outcomes, neglecting the…

6/26/2026 · 3 min read · 31 views
Agentic Analysis for Agentic Infrastructure: An LLM-Powered Pipeline for Comparative Governance of DAO and Corporate AI Protocols
arXiv.org

Agentic Analysis for Agentic Infrastructure: An LLM-Powered Pipeline for Comparative Governance of DAO and Corporate AI Protocols

We introduce an LLM-powered comparative pipeline for large-scale governance discourse analysis, integrating automated…

6/26/2026 · 3 min read · 42 views
Refusal Lives Downstream of Persona in Chat Models
arXiv.org

Refusal Lives Downstream of Persona in Chat Models

Researchers have found that refusal and persona traits in chat models are interconnected, with a compliant persona…

6/26/2026 · 2 min read · 33 views
Google News

All Work Published on Generative AI - Stanford HAI

All Work Published on Generative AI Stanford HAI

6/12/2025 · 33 views
Google News

1 November 21, 2022 Response to the Request for Comments on Trade Regulation Rule on Commercial Surveillance and Data Security S - Stanford HAI

1 November 21, 2022 Response to the Request for Comments on Trade Regulation Rule on Commercial Surveillance and Data…

6/12/2025 · 29 views
Google News

Stanford HAI - Stanford HAI

Stanford HAI Stanford HAI

3/11/2025 · 28 views
Google News

Stephen Eglash - Stanford HAI

Stephen Eglash Stanford HAI

3/7/2025 · 33 views
Google News

Shana Lynch - Stanford HAI

Shana Lynch Stanford HAI

4/11/2025 · 29 views
Google News

Distinguished Fellows - Stanford HAI

Distinguished Fellows Stanford HAI

3/5/2025 · 35 views
Google News

All Work Published on Workforce, Labor - Stanford HAI

All Work Published on Workforce, Labor Stanford HAI

3/7/2025 · 31 views
Google News

Stanford HAI - Stanford HAI

Stanford HAI Stanford HAI

5/12/2025 · 23 views
Google News

Efficiently Modeling Long Sequences with Structured State Spaces - Stanford HAI

Efficiently Modeling Long Sequences with Structured State Spaces Stanford HAI

3/4/2025 · 29 views
Google News

Senior Fellows - Stanford HAI

Senior Fellows Stanford HAI

3/6/2025 · 25 views
Google News

Manisha Desai - Stanford HAI

Manisha Desai Stanford HAI

3/4/2025 · 26 views
Google News

Affiliated Faculty - Stanford HAI

Affiliated Faculty Stanford HAI

3/7/2025 · 32 views
Google News

Dawn Siegel - Stanford HAI

Dawn Siegel Stanford HAI

4/25/2025 · 22 views
Google News

AI + Health Conference - Stanford HAI

AI + Health Conference Stanford HAI

3/6/2025 · 26 views
Google News

Elizabeth Schumann - Stanford HAI

Elizabeth Schumann Stanford HAI

3/7/2025 · 28 views
Google News

News - Stanford HAI

News Stanford HAI

6/23/2025 · 26 views
Google News

““ - Stanford HAI

““ Stanford HAI

11/4/2025 · 26 views
Google News

Seed Research Grants - Stanford HAI

Seed Research Grants Stanford HAI

9/15/2025 · 26 views
Google News

Marissa Reitsma - Stanford HAI

Marissa Reitsma Stanford HAI

9/2/2025 · 24 views
Google News

Bryce Marion - Stanford HAI

Bryce Marion Stanford HAI

8/30/2025 · 29 views
Google News

Justin Sonnenburg - Stanford HAI

Justin Sonnenburg Stanford HAI

10/14/2025 · 31 views
Google News

What is Big Data? - Stanford HAI

What is Big Data? Stanford HAI

4/7/2026 · 26 views
Google News

Luis Hernandez-Nunez - Stanford HAI

Luis Hernandez-Nunez Stanford HAI

2/25/2026 · 25 views
Google News

Stanford HAI - Stanford HAI

Stanford HAI Stanford HAI

1/5/2026 · 22 views
Google News

Chris Mentzel - Stanford HAI

Chris Mentzel Stanford HAI

6/16/2026 · 20 views
Google News

All Work Published on Regulation, Policy, Governance - Stanford HAI

All Work Published on Regulation, Policy, Governance Stanford HAI

6/18/2026 · 23 views
Google News

AI+Science: Accelerating Discovery - Stanford HAI

AI+Science: Accelerating Discovery Stanford HAI

4/9/2026 · 26 views
Google News

What is Overfitting? - Stanford HAI

What is Overfitting? Stanford HAI

4/12/2026 · 25 views
LAP: An Agent-to-Instrument Protocol for Autonomous Science
arXiv cs.AI

LAP: An Agent-to-Instrument Protocol for Autonomous Science

The article introduces the Lab Agent Protocol (LAP), designed to enhance the interaction between autonomous agents and…

6/3/2026 · 3 min read · 50 views
Proof-Refactor: Refactoring Generated Formal Proofs into Modular Artifacts
arXiv cs.AI

Proof-Refactor: Refactoring Generated Formal Proofs into Modular Artifacts

The paper titled 'Proof-Refactor' addresses the challenges in generating formal proofs using Large Language Models…

6/3/2026 · 3 min read · 50 views

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