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ProCreations

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https://ssh.codes

AI & ML interests

i make stuff

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reflection/Beam-1.0-501B-A23B:Build with Beam - $20K in prizes

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ProCreations/Dory-Beam-4B-GGUF

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ProCreations/Dory-Beam-side-by-side

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ProCreations 's Spaces 360

Calibrated Preference Learning: The Case of Label Ranking

Verify research paper claims with reproducibility logbook

Reproduction logbook — Differentially Private Range Subgraph Counting

Five decisive paper-setting claim checks

ICML 2026 reproduction - Linear Regression with Unknown Truncation

Run reproducible linear regression truncation experiments

Reproduction logbook — Why Linear Recurrent Memory Works in Partially Observable Reinforcement Learning

RingWorld PPO evidence for five paper claims.

Reproduction logbook — LEC: Linear Expectation Constraints for Selection-Conditioned Risk Control in Selective Prediction and Routing Systems

Independent CommonsenseQA LEC power audit.

Reproduction - Rotary Position Encodings for Graphs

WIRE graph rotation and native benchmark repair audit

Reproduction logbook — Distributed Direct Preference Optimization

Official real-model reproduction.

Reproduction logbook — Semi-Supervised Gaze Estimation via DSCL

5 falsified; 1 verified

Reproduction logbook — Are Two Datasets Close Enough With Statistical Significance? A Kernel Distributional Closeness Testing Approach

NAMMD theory, benchmark contradiction, and case-study audit

Reproduction logbook — Learning Randomized Reductions

Official CSV reaggregation of the Agentic Bitween claim

Reproduction logbook — Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models

Official reproduction of fine-tuning in linear attention.

Reproduction Efficiently Learning Drifting Halfspaces

Explore experiment logs for the drifting halfspaces paper

Falsification logbook — Deep Networks Learn to Parse

Exact arithmetic audit of six registered claims

Reproduction logbook — Clipping Makes Distributed and Federated Asynchronous SGD Robust to Stragglers

CPU audit of six theoretical and empirical claims

Repro - Dropout Universality: Scaling Laws and Optimal Scheduling at the Edge-of-Chaos

Explore a research logbook and collaborate with an AI agent

Reproduction - Expressivity-Efficiency Hybrid Sequence Models

Six claims audited, arXiv 2603.08859

Repro - A Unifying View of Variational Generative Wasserstein Flows

Show a customizable static webpage for your Space

Independent five-claim audit — ATLAS

Display and edit a simple static web page

Reproduction: Statistical Early Stopping for Reasoning Models

Display a simple static welcome page

Reproduction logbook — Expectation Consistency Loss

3 verified; 3 falsified

Reproduction: A Perturbation Approach to Unconstrained Linear Bandits

Create and customize a simple static web page

ICML 2026 reproduction — Optimal and Scalable MAPF

Explore reproducibility results for optimal MAPF research

Reproduction: Generalization and Forgetting in In-Context Continual Learning

Native in-context continual-learning reproduction

Reproduction: Incentivized Exploration with Stochastic Covariates

Native RCB and public IWPC reproduction