Federal Law No. 152-FZ
PulseAugur coverage of 152-ФЗ — every cluster mentioning 152-ФЗ across labs, papers, and developer communities, ranked by signal.
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Self-hosting AI GPUs rarely pays off; engineers and idle time are the real costs
Self-hosting GPUs for AI models is generally not cost-effective compared to using cloud APIs, primarily due to the significant cost of specialized engineers and underutilization of hardware. While open-source models are…
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AI models accelerate legal work, but human oversight remains critical
Large language models are increasingly being used by legal professionals to accelerate tasks such as drafting contracts, analyzing documents for risks, and comparing different versions of legal texts. While models like …
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Russian vs. International LLMs: Choice hinges on task, not just capability
In 2026, the choice between Russian AI models like Sber's GigaChat and Yandex's YandexGPT, and international leaders such as OpenAI's GPT-5.5 and Anthropic's Claude Opus 4.7, depends on specific task requirements. Russi…