# 📆 ThursdAI - Jan 22 - Clawdbot deep dive, GLM 4.7 Flash, Anthropic constitution + 3 new TSS models

Page: https://stenobird.com/podcast/thursdai-the-top-ai-news-from-the-past-week-6519604/thursdai-jan-22-clawdbot-deep-dive-glm-4-7-flash-anthropic-constitution-3-new-tss-models
Text version: https://stenobird.com/podcast/thursdai-the-top-ai-news-from-the-past-week-6519604/thursdai-jan-22-clawdbot-deep-dive-glm-4-7-flash-anthropic-constitution-3-new-tss-models.md
Podcast: [ThursdAI - The top AI news from the past week](https://stenobird.com/podcast/thursdai-the-top-ai-news-from-the-past-week-6519604)
Published: 2026-01-23T02:56:06+00:00
Episode link: https://sub.thursdai.news/p/thursdai-jan-22-clawdbot-deep-dive
Audio file: https://prfx.byspotify.com/e/api.substack.com/feed/podcast/185487308/09f80e159cc842fd2dfd9648be3fb714.mp3
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Duration seconds: 5907

## Resource

Hey! Alex here, with another weekly AI update! It seems like ThursdAI is taking a new direction, as this is our 3rd show this year, and a 3rd deep dive into topics (previously Ralph , Agent Skills ), please let me know if the comments if you like this format. This week’s deep dive is into Clawdbot, a personal AI assistant you install on your computer, but can control through your phone, has access to your files, is able to write code, help organize your life, but most importantly, it can self improve . Seeing Wolfred (my Clawdbot) learn to transcribe incoming voice messages blew my mind, and I wanted to share this one with you at length! We had Dan Peguine on the show for the deep dive + both Wolfram and Yam are avid users! This one is not to be missed. If ThursdAI is usually too technical for you, use Claude, and install Clawdbot after you read/listen to the deep dive! Also this week, we read Claude’s Constitution that Anthropic released, heard a bunch of new TTS models (some are open source and very impressive) and talked about the new lightspeed coding model GLM 4.7 Flash. First the news, then deep dive, lets go 👇 ThursdAI - Recaps of the most high signal AI weekly spaces is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Open Source AI Z.ai’s GLM‑4.7‑Flash is the Local Agent Sweet Spot ( X , HF ) This was the open‑source release that mattered this week. Z.ai (formerly Zhipu) shipped GLM‑4.7‑Flash, a 30B MoE model with only 3B active parameters per token, which makes it much more efficient for local agent work. We’re talking a model you can run on consumer hardware that still hits 59% on SWE‑bench Verified, which is uncomfortably close to frontier coding performance. In real terms, it starts to f…

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