Hot Mess

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aryopg authored a paper 3 days ago

SCOPE: Self-Play via Co-Evolving Policies for Open-Ended Tasks

aryopg authored a paper 4 months ago

Beyond Data Filtering: Knowledge Localization for Capability Removal in LLMs

aryopg authored a paper 4 months ago

The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity?

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authored a paper 3 days ago

SCOPE: Self-Play via Co-Evolving Policies for Open-Ended Tasks

Paper • 2605.31433 • Published 6 days ago • 25

authored 2 papers 4 months ago

Beyond Data Filtering: Knowledge Localization for Capability Removal in LLMs

Paper • 2512.05648 • Published Dec 5, 2025

The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity?

Paper • 2601.23045 • Published Jan 30

authored 3 papers 4 months ago

Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler

Paper • 2508.01483 • Published Aug 2, 2025 • 1

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments

Paper • 2509.14233 • Published Sep 17, 2025 • 20

The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity?

Paper • 2601.23045 • Published Jan 30

published a dataset 4 months ago

hot-mess/hot-mess-data

Updated Feb 2 • 817 • 4

updated a dataset 4 months ago

hot-mess/hot-mess-data

Updated Feb 2 • 817 • 4

in hot-mess/hot-mess-data 6 months ago

Create README.md

#1 opened 6 months ago by

authored a paper 9 months ago

PiCSAR: Probabilistic Confidence Selection And Ranking

Paper • 2508.21787 • Published Aug 29, 2025 • 4

authored a paper 11 months ago

BaCaDI: Bayesian Causal Discovery with Unknown Interventions

Paper • 2206.01665 • Published Jun 3, 2022 • 2

authored 4 papers 11 months ago

Self-Training Large Language Models for Tool-Use Without Demonstrations

Paper • 2502.05867 • Published Feb 9, 2025

Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain

Paper • 2307.03042 • Published Jul 6, 2023

Scalpel vs. Hammer: GRPO Amplifies Existing Capabilities, SFT Replaces Them

Paper • 2507.10616 • Published Jul 13, 2025 • 1

Inverse Scaling in Test-Time Compute

Paper • 2507.14417 • Published Jul 19, 2025 • 28

authored a paper 11 months ago

Inverse Scaling in Test-Time Compute

Paper • 2507.14417 • Published Jul 19, 2025 • 28

authored a paper about 1 year ago

An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering

Paper • 2503.23415 • Published Mar 30, 2025 • 1

authored a paper over 1 year ago

Lost in Time: Clock and Calendar Understanding Challenges in Multimodal LLMs

Paper • 2502.05092 • Published Feb 7, 2025 • 8

authored a paper over 1 year ago

The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training

Paper • 2501.18965 • Published Jan 31, 2025 • 7

authored a paper over 1 year ago

CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning

Paper • 2410.10336 • Published Oct 14, 2024 • 2