Building an ARC-2 Solver: My Multi-Agent Socratic Reasoning Journey Building a system that can solve ARC-AGI-2 (i.e., the second iteration of the Abstraction and Reasoning Corpus for Artificial …

ARC-AGI-2 reveals LLM perception gaps: why vision models struggle to count holes—and how text, high-res images, and reflection improve results

Building an ARC-2 solver: from multi-agent debate to a tool-augmented Oracle achieving 50–70%+ on the public evaluation dataset.

Experimental Tiny Recursion Model (TRM) Chat App with only 3.5M parameters

Perform data analysis using advanced machine learning techniques

Generate summary and line-by-line sentiment analysis of documents (e.g., speeches, earnings calls)

Extract raw financial data from earnings press releases

Perform slide-by-slide analysis and executive summary of a slide deck or KPI report

AI-generated summaries of charts in an multi-sheet excel file

Drill-down analysis of live excel financial models

Query an unlimited set of pdf files, exhaustively or RAG-based

Train on a speaker style. Then create speeches in that style just from bullet points

Create virtual panels or focus groups using AI agents