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SITUATION EXPLAINED: OpenAI solves a real math problem
In 1946, renowned mathematician Paul Erdลs defined a simple problem: if you place n points in a plane, what is the maximum possible number of pairs of points that can be exactly 1 unit of distance apart? This problem, the planar unit distance problem, became one of the most well-known in the field of combinatorial geometry. Erdลs conjectured that the โsquare latticeโ solution shown below was more or less optimal.
An internal OpenAI model just disproved this conjecture, finding a more optimal solution. This is a big deal. This isnโt a literature review that found a previously unpublished human solution, or a slight improvement to an existing human solution, or a solution to some minor subproblem that no one cares about. Itโs a fully AI-discovered novel solution to a well-known open problem central to a field of mathematics.
Just as crucially, the result came from a general-purpose reasoning model, not a model specifically designed for math like Googleโs AlphaProof. Itโs possible that this model is the next version of GPT-5.5 Pro, soon to be released to millions of ChatGPT subscribers worldwide. The dream of a genius in everyoneโs pocket is one step closer to becoming a reality.
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
In 1946, renowned mathematician Paul Erdลs defined a simple problem: if you place n points in a plane, what is the maximum possible number of pairs of points that can be exactly 1 unit of distance apart? This problem, the planar unit distance problem, became one of the most well-known in the field of combinatorial geometry. Erdลs conjectured that the โsquare latticeโ solution shown below was more or less optimal.
An internal OpenAI model just disproved this conjecture, finding a more optimal solution. This is a big deal. This isnโt a literature review that found a previously unpublished human solution, or a slight improvement to an existing human solution, or a solution to some minor subproblem that no one cares about. Itโs a fully AI-discovered novel solution to a well-known open problem central to a field of mathematics.
Just as crucially, the result came from a general-purpose reasoning model, not a model specifically designed for math like Googleโs AlphaProof. Itโs possible that this model is the next version of GPT-5.5 Pro, soon to be released to millions of ChatGPT subscribers worldwide. The dream of a genius in everyoneโs pocket is one step closer to becoming a reality.
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
๐1
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OpenAI made history today.
An internal reasoning model autonomously disproved a famous conjecture in mathematics that stood for nearly 80 years.
The problem: In 1946, Paul Erdลs asked how many pairs of points can be exactly 1 unit apart if you place n points on a flat surface. The best known answer came from square grid constructions, and Erdลs himself conjectured you can't do meaningfully better. Mathematicians believed this for decades.
The AI proved him wrong. It found entirely new point configurations that beat the square grid by a fixed polynomial factor, not a marginal improvement, a real mathematical gap.
The proof uses methods from algebraic number theory, a completely different branch of math, Class field towers, Golod-Shafarevich theory, tools nobody expected to be relevant to a geometry problem about distances in the plane (reminds me of move 37, AlphaGo tbh).
Fields Medalist Tim Gowers calls it "a milestone in AI mathematics." The proof was verified by leading external mathematicians.
According to OpenAI, this is the first time AI has independently solved a prominent open research problem in mathematics!
Caveat: Obviously OpenAI chose which problems to test the model on. So "autonomous" means the model generated the idea and wrote the proof, not that it wandered into the problem on its own.
But if reasoning models can reliably make cross-domain connections like this, finding paths that experts didn't prioritize, this changes research far beyond math. Biology, physics, materials science, medicine.
This isn't AI reproducing human knowledge anymore. This is AI producing new knowledge. That's a qualitative shift.
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
An internal reasoning model autonomously disproved a famous conjecture in mathematics that stood for nearly 80 years.
The problem: In 1946, Paul Erdลs asked how many pairs of points can be exactly 1 unit apart if you place n points on a flat surface. The best known answer came from square grid constructions, and Erdลs himself conjectured you can't do meaningfully better. Mathematicians believed this for decades.
The AI proved him wrong. It found entirely new point configurations that beat the square grid by a fixed polynomial factor, not a marginal improvement, a real mathematical gap.
The proof uses methods from algebraic number theory, a completely different branch of math, Class field towers, Golod-Shafarevich theory, tools nobody expected to be relevant to a geometry problem about distances in the plane (reminds me of move 37, AlphaGo tbh).
Fields Medalist Tim Gowers calls it "a milestone in AI mathematics." The proof was verified by leading external mathematicians.
According to OpenAI, this is the first time AI has independently solved a prominent open research problem in mathematics!
Caveat: Obviously OpenAI chose which problems to test the model on. So "autonomous" means the model generated the idea and wrote the proof, not that it wandered into the problem on its own.
But if reasoning models can reliably make cross-domain connections like this, finding paths that experts didn't prioritize, this changes research far beyond math. Biology, physics, materials science, medicine.
This isn't AI reproducing human knowledge anymore. This is AI producing new knowledge. That's a qualitative shift.
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
โค3
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This AI pretended to be a student ๐ญ
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๐จ One tiny biteโฆ and your body could reject meat FOREVER.
Doctors say the Lone Star Tick can trigger Alpha-Gal Syndrome โ a condition linked to severe allergic reactions to red meat, dairy, and more.
But now the internet is asking a darker questionโฆ
Why are these ticks suddenly spreading EVERYWHERE? ๐๐ท๏ธ
Some people think itโs natural.Others think something much bigger is going on.
Coincidenceโฆ or experiment? #lonestartick #alphagal #conspiracy #creepy #brainrotreels
Doctors say the Lone Star Tick can trigger Alpha-Gal Syndrome โ a condition linked to severe allergic reactions to red meat, dairy, and more.
But now the internet is asking a darker questionโฆ
Why are these ticks suddenly spreading EVERYWHERE? ๐๐ท๏ธ
Some people think itโs natural.Others think something much bigger is going on.
Coincidenceโฆ or experiment? #lonestartick #alphagal #conspiracy #creepy #brainrotreels
๐5
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Today, we share a breakthrough on the planar unit distance problem, a famous open question first posed by Paul Erdลs in 1946.
For nearly 80 years, mathematicians believed the best possible solutions looked roughly like square grids.
An OpenAI model has now disproved that belief, discovering an entirely new family of constructions that performs better.
This marks the first time AI has autonomously solved a prominent open problem central to a field of mathematics.
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
For nearly 80 years, mathematicians believed the best possible solutions looked roughly like square grids.
An OpenAI model has now disproved that belief, discovering an entirely new family of constructions that performs better.
This marks the first time AI has autonomously solved a prominent open problem central to a field of mathematics.
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
๐ฅ1
Forwarded from DoomPosting
Math grad student friend comments on the recent Erdลs proof
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
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Malachy Steenson got thousands of people on the streets to protest against Irelandโs population replacement of migrants from all over the world.
Vote Malachy Steenson 1 in Dublin Central on May 22
MalachySteenson
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Vote Malachy Steenson 1 in Dublin Central on May 22
MalachySteenson
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Woman blows through a stop sign in her white SUV. Dude calls her out and she immediately jumps out screaming, then shoots the back window of his car before speeding off
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๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
๐ฆ2
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In Colombia, two tourists, a father and his son, were abducted in broad daylight on a beach in Buenaventura by armed members of the โLos Shottasโ cartel.
44-year-old Alexander Valencia Hernรกndez and his 22-year-old son Nicolรกs were intercepted after the son accidentally entered a cartel-controlled โforbidden zoneโ while filming their fishing trip. When the father tried to defend his son, both were taken.
Hours later, authorities found Alexanderโs body floating in a tidal area. His son Nicolรกs is still missing.
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
44-year-old Alexander Valencia Hernรกndez and his 22-year-old son Nicolรกs were intercepted after the son accidentally entered a cartel-controlled โforbidden zoneโ while filming their fishing trip. When the father tried to defend his son, both were taken.
Hours later, authorities found Alexanderโs body floating in a tidal area. His son Nicolรกs is still missing.
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
๐ฑ5๐คฌ2
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>Be so fat you have to be kept under house arrest and constant supervision.
>Somehow manage to escape.
>Start eating food from a dumpster behind a supermarket.
>Eat so much spoiled food you die.
Why are fats like this?
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
>Somehow manage to escape.
>Start eating food from a dumpster behind a supermarket.
>Eat so much spoiled food you die.
Why are fats like this?
๐ณ๐พ๐พ๐ผ๐ฟ๐ค๐ ๐ ๐ธ๐ฝ๐ถ
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