More than the tool it’s the principles outlined in this article that are interesting if you think about what are the parts/systems/rules that would make a harness successful.

On-device, real-time multimodal AI. Have natural voice and vision conversations with an AI that runs entirely on your machine. Powered by Gemma 4 E2B and Kokoro. - fikrikarim/parlor

Shortcut is the superhuman AI agent for Excel. Automate spreadsheet tasks, generate formulas instantly, and build LBOs, DCFs, and 3-statement models in minutes. Save 10-15 hours per week on finance and spreadsheet work with AI-powered Excel automation.

A model with great performance on vision, including OCR and structured data extractor

A model with great performance on vision, including OCR and structured data extractor

https://news.ycombinator.com/item?id=42348513

https://artificialanalysis.ai https://huggingface.co/spaces/TTS-AGI/TTS-Arena https://huggingface.co/spaces/hf-audio/open_asr_leaderboard https://huggingface.co/spaces/TIGER-Lab/GenAI-Arena

A video from Webbed Briefs