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Source: [Hacker News](https://www.liquid.ai/blog/lfm2-5-230m)
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Your Scaffold Will Be Gamed
Here is a fact that should bother you more than it does: in a 2026 audit of 1,968 tasks drawn from five different terminal-agent benchmarks, 323 of them — sixteen percent — could be passed by a frontier model without solving the task at all. Not by being clever about the problem. By being cleve...
Why Your Favorite Sports Analyst's Predictions Fail 67% More Often Than a Random Forest Algorithm [Jun 28]
A soccer pundit confidently predicted Manchester City would dominate possession and win 3-1. They won 2-0 with 45% possession. Meanwhile, a machine learning model trained on 5 seasons of passing data, shot quality, and defensive pressure metrics predicted exactly that scoreline with 73% confide...
Five checks before connecting an OpenAI-compatible API
Most OpenAI-compatible API integration failures are configuration mismatches rather than SDK failures. Before connecting an application, I check five things: The base URL includes the correct protocol, host, and /v1 path. The API key was created by the same platform and project.
Wimbledon to 'discourage' top golfers from using phones to watch WC
Golfing stars Rory McIlroy and Tommy Fleetwood will be among the VIPs in Wimbledon’s Royal Box who will be asked not to watch the upcoming England World Cup match on their phones during play. Everton fan Fleetwood will have to skip watching his club’s goalkeeper Jordan Pickford in England’s matc...
Google rolling out new ‘Signatures’ app to Pixel and other Android phones [Gallery]
Google is quietly adding a new utility app to Android, with a “Signatures” app now showing up on Pixel devices and some other Android phones.
Steam Machine Releases with KDE Plasma
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