ML PhD students debate LLM use in research

A r/OpenAI thread reports Codex running slowly on Sol 6.1, with the poster saying usage limits are unusable even with resets.

MobiHealthNews video segment argues AI investment in healthcare should be measured by patient health outcomes. No figures, named organizations, or specific technologies are cited in the available excerpt.

Readily raised $11M for its healthcare compliance AI, per MobiHealthNews. No investors, valuation, or product details were disclosed in the report.

A 4-bit build of microsoft/Mage-Flow runs on ComfyUI's native quantized kernels at 8.9 GB VRAM, with an accuracy recovery adapter (ARA) pulling the 4-bit model back toward the BF16 original. An optional INT8 text encoder cuts another ~3.7 GB.

The Pi API beta lets developers upload data, run managed fine-tuning on π0 and π0.5 robotic foundation models, and run inference through a hosted gateway. Physical Intelligence says the latest model in the API offers more data-efficient fine-tuning and improved capability for partners.

A r/ClaudeAI thread questions claims that Claude was used to clone Adobe apps including Premiere Pro, Illustrator, Photoshop and Designer, some over 35 years old. The poster says the claims came from a tweet and YouTube videos and is skeptical of the large-app clones.