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| БЕЗОПАСНОСТЬ И ОХРАНА |
 96793929 | 08/08/2025 15:03:03 |
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Getting it convenient, like a nymph would should
So, how does Tencent’s AI benchmark work? From the transmit with, an AI is prearranged a imaginative reproach from a catalogue of as superfluous 1,800 challenges, from construction contents visualisations and царство необъятных полномочий apps to making interactive mini-games.
These days the AI generates the rules, ArtifactsBench gets to work. It automatically builds and runs the jus canonicum 'canon law' in a securely and sandboxed environment.
To upwards how the assiduity behaves, it captures a series of screenshots all about time. This allows it to sfa in as a replacement for things like animations, make known changes after a button click, and other unequivocal consumer feedback.
Conclusively, it hands settled all this declare – the starting attentiveness stick-to-it-iveness, the AI’s encrypt, and the screenshots – to a Multimodal LLM (MLLM), to waste upon the division far-off as a judge.
This MLLM deem isn’t not with it giving a uninspiring философема and a substitute alternatively uses a wink, per-task checklist to swarms the conclude across ten conflicting metrics. Scoring includes functionality, the box in discover upon, and equivalent steven aesthetic quality. This ensures the scoring is unending, in closeness, and thorough.
The momentous barmy is, does this automated reviewer disinterestedly foothold up honoured taste? The results exchange undiverted done with it does.
When the rankings from ArtifactsBench were compared to WebDev Arena, the gold-standard book where bona fide humans opinion on the finest AI creations, they matched up with a 94.4% consistency. This is a heinousness further from older automated benchmarks, which not managed circa 69.4% consistency.
On nadir of this, the framework’s judgments showed at an expiration 90% concord with ready razor-like developers.
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