Actualités sur Perplexity et modèles de langage - 23 août 2026

Un outil de réparation présenté dans l'article infère des correctifs pour cinq bugs avec un seul exemple réussi, démontrant un apprentissage peu supervisé impressionnant avec zéro token et quatre instructions CPU.

I recently implemented a minimal, educational version of SynthID-Text-style watermarking for language models. I saw anthropic post about how they'll start adding watermarks to their model responses and it made me very curious as to how they'll do it and what do they even mean by watermark here. Like will we start getting random ads or something in the middle of model responses or what. Then decided to read their article and found out that watermark is not a visible message at all. It is a subtle statistical pattern introduced while the model chooses its tokens. My implementation is not an e