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2023

DTN 045: AI Just Solved an Unsolvable Math Problem

The Big Picture

The first supercomputer capable of simulating the human brain in real time

“The world's first supercomputer capable of simulating networks at the scale of the human brain has been announced by researchers from the International Centre for Neuromorphic Systems (ICNS) at Western Sydney University. DeepSouth uses a neuromorphic system which mimics biological processes, using hardware to efficiently emulate large networks of spiking neurons at 228 trillion synaptic operations per second - rivalling the estimated rate of operations in the human brain. DeepSouth stands apart from other supercomputers as it is purpose-built to operate like networks of neurons, requiring less power and enabling greater efficiencies.” (Western Sydney University)

DeepMind's LLM Just Solved an Unsolvable Math Problem

“Google DeepMind has used a large language model to crack a famous unsolved problem in pure mathematics. In a paper published in Nature today, the researchers say it is the first time a large language model has been used to discover a solution to a long-standing scientific puzzle—producing verifiable and valuable new information that did not previously exist. “It’s not in the training data—it wasn’t even known,” says coauthor Pushmeet Kohli, vice president of research at Google DeepMind. After a couple of million suggestions and a few dozen repetitions of the overall process—which took a few days—FunSearch was able to come up with code that produced a correct and previously unknown solution to the cap set problem, which involves finding the largest size of a certain type of set. Imagine plotting dots on graph paper. The cap set problem is like trying to figure out how many dots you can put down without three of them ever forming a straight line.” (MIT Technology Review)

Deep Tech News

JPEG of the Week

Tesla demonstrates Optimus Gen 2 dexterity, recalls 2M vehicles - The Robot  Report
On Tuesday, Tesla released a demo video showing the latest version of its prototype humanoid robot, Optimus Gen 2. The demo comes more than one year after Tesla's first public Optimus robot demonstration, which showcased shaky robots that waved and slumped over. During this demo, the robot performed various tasks, such as walking slowly, crouching, manipulating eggs without breaking them, and waving its arms. Optimus Gen 2 is not designed for production or sale. As a prototype, it represents a potential waypoint on a much longer journey to a more functional human robot. (via Ars Technica)

Peer Review

Funding x M&A

Miscellanea

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