A01头版 - 2025年元旦假日本市机动车不限行

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The new DDoS: Unicode confusables can't fool LLMs, but they can 5x your API bill Can pixel-identical Unicode homoglyphs fool LLM contract review? I tested 8 attack types against GPT-5.2, Claude Sonnet 4.6, and others with 130+ API calls. The models read through every substitution. But confusable characters fragment into multi-byte BPE tokens, turning a failed comprehension attack into a 5x billing attack. Call it Denial of Spend.

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I dug in and got GitHub access to FNA’s Native AOT ports for Xbox and PS5 as well as some private channels in the FNA Discord. Knowing that there were other examples in the world of C# being run on consoles using Native AOT gave me some level of hope that just maybe this might be possible. However, there were still many unknowns and overall this was a huge risk. I presented my findings and asked for two weeks for the backend team to come up with a proof of concept. A valid proof of concept meant demonstrating that we could take some of our existing C# code and call it from the Unreal game client on all three platforms we needed to support.

A new feature in the Gemini app will let users hand off multi-step tasks, like ordering a rideshare or building a grocery cart. The feature, which will first arrive in beta, runs in the background while users perform other tasks. Gemini's progress can be monitored live via notifications, so users can see what it's doing and jump in at any time.

David Sirota