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Google's AlphaEvolve has moved from DeepMind research project to generally available service, landing on the Gemini Enterprise Agent Platform as an evolutionary code optimization tool. Klarna reportedly doubled its machine learning training throughput using it, though practitioners are quick to note it only delivers results where you can define a measurable evaluation function. That's a meaningful constraint worth watching.
On the quantum computing front, Project Eleven has published a proof-of-concept recovery tool designed to help cryptocurrency holders protect their wallets before quantum computers can forge cryptographic signatures. It runs in two hundred forty three milliseconds on a standard laptop, which is impressive. The catch? Satoshi Nakamoto's estimated one point one million coins remain out of scope entirely.
And on a lighter but genuinely clever note, a hardware hacker has managed to fit five hundred thirty seven thousand ad-blocking domains onto a five dollar ESP thirty two microcontroller. The firmware uses roughly fifty kilobytes of RAM and resolves blocked lookups in ten milliseconds. In an era when even a Raspberry Pi can run you a couple hundred dollars, that kind of resourcefulness is hard not to admire.
Keep surfing. Tech Beat out.
