2 weeks down, 14 repos done. 351 projects to go. This challenge is tough because this is not my biggest priority. I plan projects over periods of time and code them within an hour.

By Kye on 1/15/2025 Prompt: Generate an image of a dramatic and intense battle scene between Superman and Iron Man in a dense , misty forest, with Superman's iconic blue and red suit contrasting against Iron Man's sleek, metallic armor, surrounded by uprooted trees and debris,

Create Soundscapes Like Never Before! Introducing Audiogen, you can now generate up to 10 seconds of custom audio from text. Perfect for creating sound effects, music clips, or ambient audio for your projects. ⎆ Text-to-Audio: Describe the vibe, and we’ll turn it into sound.

📣 New updates to the create platform - image to video generation - multiple wallet support - dark mode - creator page enhancement - about page - bug fixes 🎥 Be sure to check out our newest modality: upload an image and convert to video

One of my old posts from another platform. ChatGPT release was the original AGI (Artificial General Intelligence). 2 years later and fundamentally, LLMs haven't changed, they just handle more context and reason through more complex tasks due to more effective training

LLM Agent that builds itself github.com/peytontolbert/…

Hackathon Weights & Biases

Agentification is the AGI

Program-Conditioned Adapters (PCA) compute tiny LoRA weights directly from a program’s graph of entities, edges, artifacts, and contracts so a pretrained LLM can be tuned at inference time to a specific domain and task. The possibilities are endless github.com/peytontolbert/…

10B tokens this year. Thank you cursor for helping me build 50+ projects in 2025! Cursor

Cognitive matrix for thinking in LLM agents. *Important to note this matrix doesn’t include verification which is part of agentic systems when taking actions.

Made a skills engine to ingest a repository and output skill artifacts from the code. Autonomous skill acquisition will help scale your AI agents much faster: github.com/peytontolbert/…

AGI is what emerges when the actions of a model become reliable across domains, persistent overtime, and self improving across failures.

huggingface.co/datasets/Peyto…

github.com/peytontolbert/… Built a couple of datasets with this repository including 100k papers and a repository graph with 15m rows. Datasets: huggingface.co/datasets/Peyto… huggingface.co/datasets/Peyto…

Spending $100 for 1m research papers

500k papers is only 11GB huggingface.co/datasets/Peyto…

9 pods at $1.12/hr is just over $10/hr to process ~100,000 papers/hr. It’s possible for anyone to process every paper on arxiv for under $500 Runpod

1m arxiv papers takes up less than 22 GB huggingface.co/datasets/Peyto…