Ten advances in mathematics

OpenAI announced that an internal version of its upcoming Astra model solved ten previously open problems in mathematics and theoretical computer science, including the existence of non-sofic groups and new sphere-packing bounds. The results were published as machine-checkable Lean proofs on GitHub for roughly $2,000 in compute, and Fields Medalist Timothy Gowers said he would recommend one of the proofs for a top journal without hesitation.

openai.com ↗

As AI content floods the internet, Pangram raises $9M to detect it

AI-content detection startup Pangram raised $9 million as demand grows for tools that flag AI-generated text and images online. The company launched Pangram 4, its next-generation text detection model, alongside a new AI image detection model.

techcrunch.com ↗

LinkedIn adds a button to report AI-generated 'slop'

LinkedIn introduced a feature letting users flag posts that look like low-quality AI-generated content, as the platform contends with a rise in "AI slop." The company is also replacing its own AI writing assistant feature with a proofreading tool.

techcrunch.com ↗

Gemini 2.5 Pro and Gemini 3 Flash deprecated

GitHub deprecated Gemini 2.5 Pro and Gemini 3 Flash across all GitHub Copilot experiences as of July 31, 2026, suggesting Gemini 3 Flash users migrate to newer models. The change follows GitHub's ongoing rotation of supported third-party models inside Copilot.

github.blog ↗