Google/DeepMind

Latest AI news, models and releases from Google/DeepMind. ['A2UI v0.9', 'AI Co-Scientist', 'AI Evaluator', 'AI Mode', 'AI Overviews', 'Alexa', 'AlphaEvolve', 'AlphaFold', 'AlphaGenome', 'AlphaQubit', 'Antigravity', 'Auto frame', 'BERT', 'BioBERT', 'Chinchilla', 'ClinicalBERT', 'Computational Discovery', 'Confidential GKE Nodes', 'Co-Scientist', 'Empirical Research Assistance', 'Era', 'ERA', 'Executive LLM', 'Farmscapes 2020', 'Flood Hub', 'frontier AI', 'Frozen v2', 'FunctionGemma', 'Gemini', 'Gemini 1.5 Flash', 'Gemini-1.5-pro', 'Gemini 1.5 Pro', 'Gemini 2.0 Flash', 'Gemini 2.5', 'Gemini 2.5 Flash', 'Gemini-2.5 Flash', 'Gemini-2.5-Flash', 'gemini-2.5-flash-image', 'Gemini 2.5 Flash Lite', 'Gemini 2.5 Pro']

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AI Safety 🇷🇺

How prompt moderation works in AI services: good, bad, blocked

Moderation of sensitive prompts in AI services involves multiple stages: product policies, input classifiers, and output filters. The same request can be handled differently by different models—some block, some warn, some comply. The article compares responses from GPT-5.5 Instant, Claude Sonnet 5, and Grok on a borderline erotic prompt, and explains moderation techniques including classifier thresholds, LLM-based filters, and the importance of context.

OpenAI

Anthropic

xAI

Google/DeepMind

Яндекс

Habr — хаб ИИ29.07 · 07:02

Hardware & Inference 🇨🇳

AI Infrastructure Faces New Challenges: Models Grow, Heterogeneous Computing and Agent Complexity Reshape the Field

As AI model architectures become increasingly complex and diverse, AI infrastructure must adapt to heterogeneous computing, multi-model pipelines, and rising agent-driven workloads. Experts from Huawei, Inferact vLLM, and 4Paradigm discuss key challenges: managing diverse AI accelerators (NVIDIA, Ascend, Cambricon, etc.), optimizing multi-modal inference, and how AI may eventually automate much of infrastructure management, shifting engineers from implementation to planning and SLA definition.

Huawei

4Paradigm (Fourth Paradigm)

DeepSeek

Alibaba/Qwen

Cosmos (NVIDIA)

Google/DeepMind