Subvolts take AI funding surges and new tools emerge, showing rapid commercialization and policy challenges. Jan 20, 2026
For you
Developers
Learn about new tools like Anthropic's Cowork that integrate AI code, potentially streamlining workflows.
Business
Understand the massive funding rounds and market interest in AI startups, and the geopolitical factors affecting hardware supply.
Hype note
3/5Notable

This episode covers significant funding rounds and new product announcements from major AI labs.

#231 - Claude Cowork, Anthropic $10B, Deep Delta Learning

1 h 43 News roundup Hosts: Andrey Kurenkov, Jeremie Harris
0:001:43:17

Audio streams from Skynet Today. Your place is remembered on this device.

From Subvolts

Summary and analysis by Subvolts editorial, AI-assisted.

Summary

This episode of Last Week in AI features hosts Andrey Kurenkov and Jeremie Harris discussing AI news. Topics include Anthropic's new Cowork tool, significant funding rounds for Anthropic and xAI, and Nvidia's chip supply challenges. The discussion also touches on policy debates surrounding U.S. export controls to China and Google's Gemini AI integration.

Explained simply

AI labs are getting huge investments and releasing new tools that work with your existing software. This episode covers how these tools might change how we work and the global discussions around AI's future.

Why listen

This episode offers insights into major AI funding and product developments, particularly from Anthropic and Google. It's for industry observers and business leaders tracking AI's rapid commercialization and geopolitical implications. The discussion connects current events to the broader strategies of frontier AI labs, highlighting how funding, product integration, and policy shape the competitive landscape.

On the mic
  • HostAndrey Kurenkov
  • HostJeremie Harris
About
Key facts
  • Episode Title: #231 - Claude Cowork, Anthropic $10B, Deep Delta Learning
  • Show: Last Week in AI
  • Length: 103 minutes
  • Anthropic Funding: $10B at $350B valuation
  • xAI Funding: $20B
  • Nvidia Chip Challenge: Supply challenges for H200 AI chips due to demand from China
Show notes from Skynet Today

Our 231st episode with a summary and discussion of last week's big AI news!

Recorded on 01/16/2026

Hosted by Andrey Kurenkov and Jeremie Harris

Feel free to email us your questions and feedback at contact@lastweekinai.com and/or hello@gladstone.ai

Read out our text newsletter and comment on the podcast at https://lastweekin.ai/

In this episode:

  • Anthropic's new cowork tool integrates Claude code, potentially simplifying multiple computing tasks from editing videos to compiling spreadsheets.
  • Significant funding rounds see Anthropic raising $10B at a valuation of $350B, while XAI raises $20B, underscoring the immense market interest in AI startups.
  • Nvidia faces supply challenges for H200 AI chips due to overwhelming demand from China, despite high costs per unit and its potential impact on U.S. company revenue.
  • Policy debates highlight tensions around U.S. export controls to China, with leaders like Justin Lin from Alibaba and Jake Sullivan, former national security advisor, weighing in on the ramifications for the AI industry's future.


Timestamps:

Jargon decoded
Claude Cowork
Andrey Kurenkov, Jeremie Harris
A new tool from Anthropic that uses its AI model, Claude, to help with various computing tasks.
H200 AI chips
Andrey Kurenkov, Jeremie Harris
Powerful computer chips made by Nvidia specifically designed for artificial intelligence tasks.
Published
Show
Last Week in AI · Skynet Today
Length
1 h 43
Companies
Anthropic, Google, xAI
Products
Claude Cowork, Gemini AI, H200
Summary by
Subvolts, using an AI model (how we work). Spotted a mistake? Tell us.

Questions people ask

What is Anthropic's new tool?
Anthropic released a new tool called Cowork that integrates Claude code, aiming to simplify various computing tasks.
How much funding did Anthropic and xAI raise?
Anthropic raised $10 billion at a $350 billion valuation, and xAI raised $20 billion.

Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Skynet Today.