Hot Mess

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aryopg 

authored 2 papers about 1 month 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

haeggee 

authored 3 papers about 2 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 • 17

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

Paper • 2601.23045 • Published Jan 30

haeggee 

published a dataset about 2 months ago

hot-mess/hot-mess-data

Updated Feb 2 • 22.5k • 2

haeggee 

updated a dataset about 2 months ago

hot-mess/hot-mess-data

Updated Feb 2 • 22.5k • 2

haeggee 

in hot-mess/hot-mess-data 4 months ago

Create README.md

#1 opened 4 months ago by

haeggee

aryopg 

authored a paper 7 months ago

PiCSAR: Probabilistic Confidence Selection And Ranking

Paper • 2508.21787 • Published Aug 29, 2025 • 4

haeggee 

authored a paper 8 months ago

BaCaDI: Bayesian Causal Discovery with Unknown Interventions

Paper • 2206.01665 • Published Jun 3, 2022 • 2

aryopg 

authored 4 papers 8 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

haeggee 

authored a paper 8 months ago

Inverse Scaling in Test-Time Compute

Paper • 2507.14417 • Published Jul 19, 2025 • 28

aryopg 

authored a paper 12 months ago

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

Paper • 2503.23415 • Published Mar 30, 2025 • 1

aryopg 

authored a paper about 1 year ago

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

Paper • 2502.05092 • Published Feb 7, 2025 • 8

haeggee 

authored a paper about 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

aryopg 

authored 2 papers over 1 year ago

CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning

Paper • 2410.10336 • Published Oct 14, 2024 • 2

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering

Paper • 2410.15999 • Published Oct 21, 2024 • 20