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Daily Papers

byAK and the research community

Feb 18

Submitted by

therem

Sanity Checks for Sparse Autoencoders: Do SAEs Beat Random Baselines?

·
6 authors

3

Submitted by

xdotli

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

benchflow

Submitted by

taesiri

GLM-5: from Vibe Coding to Agentic Engineering

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186 authors

Submitted by

MingLiiii

Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook

umd-zhou-lab

Submitted by

liangyuch

UniT: Unified Multimodal Chain-of-Thought Test-time Scaling

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14 authors

2

Submitted by

anikethh

ResearchGym: Evaluating Language Model Agents on Real-World AI Research

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3 authors

Submitted by

hanxiao

jina-embeddings-v5-text: Task-Targeted Embedding Distillation

jinaai

2

Submitted by

FabianGroeger

Revisiting the Platonic Representation Hypothesis: An Aristotelian View

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3 authors

Submitted by

tianyyuu

A Trajectory-Based Safety Audit of Clawdbot (OpenClaw)

ShanghaiTech

ShanghaiTech University

Submitted by

sen-ye

Understanding vs. Generation: Navigating Optimization Dilemma in Multimodal Models

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6 authors

Submitted by

taesiri

On Surprising Effectiveness of Masking Updates in Adaptive Optimizers

google

Submitted by

ammarali32

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

MTSAIR

2

Submitted by

shreyasrajesh

Panini: Continual Learning in Token Space via Structured Memory

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5 authors

Submitted by

chansung

TAROT: Test-driven and Capability-adaptive Curriculum Reinforcement Fine-tuning for Code Generation with Large Language Models

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7 authors

Submitted by

taesiri

STAPO: Stabilizing Reinforcement Learning for LLMs by Silencing Rare Spurious Tokens

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13 authors

Submitted by

taesiri

Visual Persuasion: What Influences Decisions of Vision-Language Models?

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4 authors

Submitted by

nielsr

Causal-JEPA: Learning World Models through Object-Level Latent Interventions

brownu

Brown University

Submitted by

xz-liu

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems

Purdue-DM-ML

Data mining & Machine learning @ Purdue University

Submitted by

hlzhang109

Prescriptive Scaling Reveals the Evolution of Language Model Capabilities

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4 authors

2

Submitted by

skylenage

HLE-Verified: A Systematic Verification and Structured Revision of Humanity's Last Exam

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35 authors

2

Submitted by

lyfeng001

Learning Native Continuation for Action Chunking Flow Policies

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12 authors

2

Submitted by

Xidong

ClinAlign: Scaling Healthcare Alignment from Clinician Preference

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9 authors

Submitted by

jt-zhang

Geometry-Aware Rotary Position Embedding for Consistent Video World Model

Tsinghua University

Submitted by

apanc

Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation

s-nlp

2

Submitted by

junhongmit

How Much Reasoning Do Retrieval-Augmented Models Add beyond LLMs? A Benchmarking Framework for Multi-Hop Inference over Hybrid Knowledge

MIT

Massachusetts Institute of Technology