Our talk just got selected as a keynote for the AI Engineer World's Fair 2026. So I want to share what @pauliusztin_ and I built: one memory for all 10,000+ of our notes. Everything I've learned and saved now lives in one structured memory my agents can actually use. It takes
AI
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Chinese sellers offer trillions of Claude tokens at 90% discount
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TIL chinese bros are selling trillions of Claude tokens at 90% discount
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Writer creates GOV.UK style guide derived writing skill for agents
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I got tired of reading badly formatted agent written reports, so I put together a writing skill derived from the GOVUK style guide and content design principles: https://
gist.github.com/fofr/505e225f9
bf5e839d30c12ba6bfa0be2
… Content is a little out of date, but here you can see the effect of the skill: -

US government takes direct control of GPT-5.6 access
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[JUST IN] The U.S. government is taking direct control of GPT-5.6 access. OpenAI is restricting the release to a limited partner preview after Commerce Secretary Lutnick personally warned Sam Altman not to launch without agency approval. Altman confirmed to staff that the
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Symbol-manipulation in 2001 book defines neurosymbolic systems
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see the discussion of symbol-manipulation in my 2001 book. without question tools, harnesses etc depend on symbol-manipulation as i defined it there. and to be neurosymbolic is to use symbol-manipulation and neural networks jointly.
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AI concentration risk demands rebel alliance against power and wealth
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The biggest risk in AI is concentration: of power, capabilities and economic wealth. Who can doubt it with trillion dollar companies and government now already controlling a massive part of it? So we need more rebels and more rebel alliance like this one from @usv and friends.
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Irene Perrin uses ElevenLabs voice to teach at Windsor Castle
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Motor Neurone Disease took Irene Perrin's speech. It didn't take her love of teaching.
— ElevenLabs (@ElevenLabs) 26 juin 2026
Today, she continues educating visitors at Windsor Castle using her ElevenLabs voice. pic.twitter.com/NyDecoWL5WMotor Neurone Disease took Irene Perrin's speech. It didn't take her love of teaching. Today, she continues educating visitors at Windsor Castle using her ElevenLabs voice.
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Anthropic’s Mythos forces DeepSeek into $7.4B fundraising
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Anthropic’s Mythos preview reportedly pushed DeepSeek into a $7.4B fundraising – because they could not compete with Mythos. Until now, the three-year-old Chinese AI lab had relied on CEO Liang Wenfeng’s personal wealth instead of outside capital. The Information reports the
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LangSmith LLM Gateway enables flexible budget controls for teams
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Before we shipped LangSmith LLM Gateway, we rolled it out internally. We don’t have to wait until the end of the month to understand spend We have been able to set budgets set by org, workspace, user, or API key Our teams can flexibly use coding agents without creating
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Physical AI in factories and vehicles requires enhanced cybersecurity
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As AI moves from the digital world into the physical world, cybersecurity becomes even more important.
— Bernard Marr (@BernardMarr) 26 juin 2026
At Bosch ConnectedWorld 2026 in Berlin, one of the biggest themes was physical AI, where AI is embedded into factories, vehicles, robots and industrial systems. That creates… pic.twitter.com/3GFAZf8ZfmAs AI moves from the digital world into the physical world, cybersecurity becomes even more important. At Bosch ConnectedWorld 2026 in Berlin, one of the biggest themes was physical AI, where AI is embedded into factories, vehicles, robots and industrial systems. That creates
