How are you measuring visibility when answers come from AI, not Google?
→ View original post on X — @coremention, 2026-01-13 15:01 UTC
GENERATIVE AI
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AI Search Metrics Beyond SEO: Entity Recall Over Page Rankings
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We still measure AI search with SEO-era metrics. But LLMs don’t rank pages. They recall entities.
→ View original post on X — @coremention, 2026-01-13 15:01 UTC
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Improving Self-Evolving LLM Agents Learning Capabilities
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On building more powerful self-evolving agents. LLM agents struggle to learn from experience after deployment. Fine-tuning is expensive and causes catastrophic forgetting. RAG retrieves based on semantic similarity alone, often pulling noise instead of what actually works.
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Google’s Auto Browse for Gemini
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Google is working on a new tool for Gemini called "Auto Browse". Auto Browse will Chrome into a proper agentic browser, where Gemini will serve as a control interface. This addition is a continuation of agentic functionalities announced in September.
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AI Search Visibility: Why Brand Mentions Matter in ChatGPT
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Most companies think they’re visible online. ChatGPT disagrees. If AI can’t mention your brand by name, you don’t exist in AI search.
→ View original post on X — @coremention, 2026-01-13 09:39 UTC
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Are Claude Instances Shared Among Anthropic Staff Teams
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I would be fascinated to hear if the Claude instances doing the coding and research are *shared* between the human staff… (Presumably the bug-fixing Slack bot is.)
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Edge AI Models in Future Wearable Devices
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It really sets up the future move to glasses: https://t.co/C6ccrs8RpD
— Robert Scoble (@Scobleizer) 13 janvier 2026
Apple will have small models running on your phone or glasses that will answer many common questions, and control your device, and if things get more complex then it'll go to Google.
But your conclusion is…It really sets up the future move to glasses: https://
x.com/Scobleizer/sta
tus/2010760834428125386?s=20
… Apple will have small models running on your phone or glasses that will answer many common questions, and control your device, and if things get more complex then it'll go to Google. But your conclusion is -
Crystal Video Upscaler: High-Precision Video Upscaler for Portraits and Products
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Crystal Video Upscaler from @philz1337x is live on Replicate
— Replicate (@replicate) 13 janvier 2026
A high-precision video upscaler model optimized for portraits, faces and products pic.twitter.com/gGRZGLKGtICrystal Upscaler from @philz1337x is live on Replicate A high-precision video upscaler model optimized for portraits, faces and products
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Cerebras Software Optimizations Enable 20x Faster LLM Inference
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Everyone talks about our hardware @Cerebras. Few notice the software.
— Cerebras (@cerebras) 12 janvier 2026
Ryan Loney breaks down the hidden optimizations powering 20× faster LLM inference than GPUs, speculative decoding, token reuse, and why we’re just getting started.
Watch the full story here pic.twitter.com/JFZz7Y5SubEveryone talks about our hardware @Cerebras
. Few notice the software. Ryan Loney breaks down the hidden optimizations powering 20× faster LLM inference than GPUs, speculative decoding, token reuse, and why we’re just getting started. Watch the full story here -
Cowork: The Future of Knowledge Work for Everyone
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The "Claude Code but for non-coders" moment is here.
— Alex Albert (@alexalbert__) 12 janvier 2026
Cowork will form the foundation of the future of knowledge work. https://t.co/Z8CJvfAJgHThe "Claude Code but for non-coders" moment is here. Cowork will form the foundation of the future of knowledge work.