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Oriol Vinyals@OriolVinyalsMLXAI score60AIOriol Vinyals says Google's Gemini 3.1 Pro has landed with strong performance across the board. He adds that its SVG generation has improved greatly, a capability that existing evals fail to measure.
Why it matters: The post's own benchmark table compares Gemini 3.1 Pro with Gemini 3 Pro, Claude Sonnet 4.6, Opus 4.6 and GPT-5.2, which helps readers see where it leads and where it does not.
Quoc Le@quocleixXAI score62AIQuoc Le announced a paper describing Aletheia, an agent built on Gemini Deep Think that goes beyond Olympiad problems to PhD-level mathematics. The post says Aletheia iteratively generates and verifies proofs, collaborates on human-AI research, autonomously generates a paper on eigenweights, and solves open Erdős conjectures.
Why it matters: The post details an agent's iterative proof checking and open-problem results, which show how AI research workflows are being tested beyond competition math.
Quoc Le@quocleixXAI score60AIQuoc Le announced a case study using Gemini to systematically evaluate 700 conjectures labeled open in the Erdős Problems database. The team addressed 13 problems, finding 5 novel autonomous solutions and identifying 8 existing solutions missed by previous literature.
Why it matters: The case study shows how a systematic AI sweep found new solutions and missed prior literature across 700 open Erdős conjectures, offering a concrete look at AI-assisted math research.
Quoc Le@quocleixXAI score62AIGoogle's Gemini 3 Deep Think mode is now available in the Gemini app for Ultra users. The post says it uses parallel thinking for difficult coding and scientific tasks and builds on technology that reached gold-medal level at the ICPC World Finals and IMO.
Why it matters: The post names the access tier and the coding and scientific task focus, which helps readers judge whether the mode fits their work.
Quoc Le@quocleixXAI score62AIQuoc Le, who posts for Google and Gemini, says Gemini 3 Deep Think is now powered by an even stronger version of the engine behind Google's gold medal-level results at IMO and ICPC. He calls it state of the art above state of the art and says more will follow soon.
Why it matters: The post links Deep Think to earlier IMO and ICPC gold-level results and shows benchmark charts, helping readers compare it with Gemini 3 Pro and rival models.
