GLM-5.2 did not perform very well on the Bullshit Benchmark – a level similar to that of their other Series 5* models.
LLMS
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The Foundations of Transformers, Pretraining, Distillation, and World Models in 1991
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In 1991, the foundations of Transformers, pretraining, distillation, and world models were already being built. These have helped shape my own thinking, from my time at Google Brain to our work on Improvement.
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Create a coordinated AI agent team with an orchestrator
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How to create a coordinated AI agent team:
– set up your first preferred agent (this is your orchestrator)
– ask it to configure Managed Gemini Agents or something like modal CPU instances to launch sub-agents in their own environment -
AI use cases: podcasts, simulations, storytelling, assistants, multi-speaker conversations
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Think about the use cases: → AI podcasts with distinct hosts
→ Training simulations with realistic dialogue
→ Storytelling with emotional range
→ Assistants that sound more natural
→ Multi-speaker conversations where every voice has a personality This is not just -
AI voice becomes text-to-performance with Gemini 3.1 Flash TTS
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AI voice is no longer just text-to-speech.
— Ronald van Loon (@Ronald_vanLoon) 19 juin 2026
It is becoming text-to-performance.
With @Google’s Gemini 3.1 Flash TTS, you can now direct an AI voice almost like an actor:
Tone.
Emotion.
Pacing.
Delivery shifts mid-sentence.
Here’s why that matters… pic.twitter.com/yAyHft168HAI voice is no longer just text-to-speech. It is becoming text-to-performance. With @Google
’s Gemini 3.1 Flash TTS, you can now direct an AI voice almost like an actor: Tone.
Emotion.
Pacing.
Delivery shifts mid-sentence. Here’s why that matters… -
Kimi is consistent, GLM is intelligent but prone to overthinking loops
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Kimi has been more consistent for me, GLM can be generally more intelligent when it doesn’t fall into an overthinking loop.
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Anthropic Mythos: Access Preserved by Early Users via Glasswing
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Early users of Anthropic Mythos still retain access after the US order. Mainly via the Glasswing project. Through Bloomberg.
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Use GLM 5.1 to avoid 3x token cost during morning hours
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Those of you new to Zai coding subscription, the time between 8:00 and 12:00 (Central European Summer tz) costs you 3x the tokens with GLM 5.2. You can use GLM 5.1 for 1x cost, it's IMHO still very good — people didn't catch on to it but I've been using it for a month!
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Managers have highest success rate using Claude Code
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Some (early) evidence that managers have the highest success rate in using Claude Code for coding. I have been arguing that management is an AI superpower, as clearly specifying what you want, how to do it & what good looks like is key to using agents. https://
oneusefulthing.org/p/management-a
s-ai-superpower
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