GPT Astra Will Eat Mathematics
You will know what OpenAI's mathematics paper claims for GPT Astra, how people already use GPT 5.6 Sol on research-level problems, and why checking the AI's work is now the hard part.
O que você precisa
A ChatGPT account (voice mode is optional)
The OpenAI paper and source links from the video description
Time to check any result before you rely on it
Passo a passo
Read OpenAI's mathematics paper
Open OpenAI's paper Ten Advances in Mathematics and Theoretical Computer Science. It describes ten unsolved problems that GPT Astra either solved or moved forward in a meaningful way. You can think of Astra as GPT 6, but that name is not confirmed.
OpenAI announcementhttps://openai.com/index/ten-advances-in-mathematics
Full paper (PDF)https://cdn.openai.com/pdf/ten-proofs-oai.pdf
Understand the level of the problems
These are not college exercises. The paper covers research-level problems. According to posts on X, the model could come out in about a month, but I am not sure that will happen, so do not plan around a date.
Report that OpenAI is preparing to launch Astrahttps://x.com/synthwavedd/status/2085365276640702915
Use GPT 5.6 Sol now
You don't need to wait for Astra. People already use GPT 5.6 Sol on very hard math problems. For one example, read the thread about six open Erdős problems worked through in five days.
Six open Erdős problems in five days with GPT 5.6 Solhttps://x.com/Qiaoqiao2001/status/2080003441821163958
Epoch AI open problem: the 2-adic Absolute Galois Grouphttps://x.com/DavidTurturean/status/2081780318881677693
Look at the Jacobian conjecture result
GPT 5.6 Sol reportedly settled the Jacobian conjecture, which had stayed unproven for about fifty years, by proving it false. I admit I don't know what the conjecture is. Read the sources before you repeat the claim.
Try voice mode in ChatGPT
Some people now work on these problems using only voice mode in ChatGPT, for example while walking the dog or getting a coffee. You can try the same thing: open voice mode and talk through the problem.
Plan how you will verify the output
Researchers now need to learn how to check the way these models reach their solutions, and to handle the volume of work. A quant director at a London trading firm says he has vetted research equal to his PhD thesis several times over, and that there are not enough humans to validate it.
Alex Gerko on "vibe researching" several PhDs' worth of mathshttps://x.com/wojkuli/status/2083555463300522400
Watch for Grok 4.6 and what comes next
New models such as Grok 4.6 are also on the way. I predict that new model releases will matter less, because the models have moved past simply competing on intelligence.
Grok (xAI)https://grok.com
Focus on applications
The next step is connecting these models to real work through applications such as ChatGPT, Codex and Claude Code. Choose the one that fits your task.
Codexhttps://chatgpt.com/codex
Claude Codehttps://claude.com/product/claude-code
Fique atento a
The Astra release date is still a rumor: "about a month" according to X, and I am not sure it will happen.
"GPT 6" is only a nickname. The official name of GPT Astra is not known.
AI can produce research faster than people can validate it. Don't treat a model's proof as correct until someone has checked it.
Big claims like the Jacobian conjecture result come from reports. Read the sources yourself before you rely on them.
