77% of searches now end with AI-generated answers instead of website clicks. It’s killing traditional SEO. Profound is the first platform that lets brands monitor, measure, and dominate this new AI search world. Here’s how it works
GENERATIVE AI
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Multiple AIs Debating Health Diagnostics More Accurately and Cheaply
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Don’t be tricked by the headlines. This article about AI and health diagnostics is NOT ABOUT HEALTH. This is about MULTIPLE AIs all arguing together, with internet access, more cheaply and at higher accuracy than one expensive expert. The paper is flawed (the human should have
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Global Leaders Deploy Agentic AI Agents into Production with North
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Global leaders are putting agentic AI into production with North. Integrated AI agents Real productivity gains Private, secure deployments See how RBC, LG CNS, and Dell are scaling with North: http://
cohere.com/blog/north-ga -

Claude Sonnet 4 1M Context Window Access Requirements
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Notes on the new 1m context window for Claude Sonnet 4: https://
simonwillison.net/2025/Aug/12/cl
aude-sonnet-4-1m/
… You need to send a beta header of context-1m-2025-08-07 and be on tier 4, which means you have purchased at least $400 in API credits -

LFM2-VL Models: 1.6B and 450M Vision-Language Released
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We also provide an inference and a fine-tuning Colab notebooks. LFM2-VL-1.6B: https://
huggingface.co/LiquidAI/LFM2-
VL-1.6B
… LFM2-VL-450M: https://
huggingface.co/LiquidAI/LFM2-
VL-450M
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Liquid Releases Fast 450M and 1.6B Parameter VLM Models
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Liquid just released two 450M and 1.6B param VLMs! They're super fast and leverage SigLIP2 NaFlex encoders to handle native resolutions without distortion. Available today on @huggingface
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Billion AI Chatbot Users Finding Unexpected Creative Uses Daily
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There are a billion people using AI chatbots. It is likely they are being used in hundreds of thousands of unexpected ways that would enlighten, horrify, amuse, or disgust (note that guardrails can be circumvented). Odd stories will bubble up for years, appearing in your feed.
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How Are You Feeling Today On Character AI Scale
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on a scale of random http://
c.ai characters how are you feeling today? -

Mistral Medium 3.1 Released with Performance Improvements
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Introducing Mistral Medium 3.1. Overall performance boost, tone improvement, smarter web searches. Try it now in Le Chat (default model) or via our API (`mistral-medium-2508`).
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Open-source world models welcome announcement
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Welcome to open-source world models! https://t.co/IXVxZdGm4r
— clem 🤗 (@ClementDelangue) 12 août 2025Welcome to open-source world models!