im actively trying to invest in companies that agents would be the main users of one interesting thing i saw in a report somewhere was does claude code buy or build – and it built tools in the majority of cases. so this could go against my thesis too in some respects
GENERATIVE AI
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String Seed of Thought: Prompting LLMs for Diverse Distribution-Faithful Generation
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String Seed of Thought: Prompting LLMs for Distribution-Faithful and Diverse Generation https://
arxiv.org/abs/2510.21150 https://
pub.sakana.ai/ssot/ -
NVIDIA Releases Nemotron 3 Models for Advanced Reasoning
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NVIDIA just dropped new open Nemotron models, including Nemotron 3 Super for long-context reasoning and VoiceChat for natural, low-latency conversations. Great resources for developers: https://
developer.nvidia.com/blog/building-
nvidia-nemotron-3-agents-for-reasoning-multimodal-rag-voice-and-safety/
… #AIModels #MachineLearning @nvidia -
String Seed of Thought: Prompting LLMs for Distribution-Faithful Generation
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String Seed of Thought: Prompting LLMs for Distribution-Faithful and Diverse Generation Paper: https://
arxiv.org/abs/2510.21150
Blog: https://
pub.sakana.ai/ssot/ #ICLR2026 -
Knowledge Cutoff Limitations in AI Models Explained
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That’s just knowledge cut off, you can blame Anthropic for many things but this is not one of them.
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Qwen catches up fast on AIME-2026 benchmark
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AIME-2026 #15 on first try after 30 min thinking, Qwen is catching up faster than I expected
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Claude Opus 4.7 Truthfulness and AI Behavioral Concerns
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Welp, apparently I should not have taken Opus 4.7 at its word about famous fictional characters who do not lie (only Ged being of my own knowledge). Maybe it was trying to fool me to retain freedom of action for future Claudes.
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Virtual Intelligence Operations Center: Building Your Own VIOC
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Don’t we all need our own Virtual Intelligence and Operations Center (VIOC)? @openclaw can make that happen: https://
open.substack.com/pub/bobgourley
/p/building-a-virtual-intelligence-and
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AI Systems Demonstrating Improved Learning and Understanding Capabilities
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Yeah my AI is getting smart about these things.
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OpenAI Codex acquisition enables real computer use capabilities
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the Codex x @skybysoftware acquisition may have been one of the best @openai deals made in the last year.
— swyx 🇸🇬 (@swyx) 20 avril 2026
I've been waiting for "real" computer use since @romainhuet demoed the ChatGPT App with 4o Vision at AIEWF 2024… and only now it's really, actually rolling out in a usable… https://t.co/b2aXj1qbLLthe Codex x @skybysoftware acquisition may have been one of the best @openai deals made in the last year. I've been waiting for "real" computer use since @romainhuet demoed the ChatGPT App with 4o Vision at AIEWF 2024… and only now it's really, actually rolling out in a usable