Data centers in space, fake SOC 2 audits, and GPU smuggling | Hot Weights EP 3

Shub Argha and Mateo Torres recap a week of AI news from San Francisco coming straight off an Arcade hackathon where every project turned out to be about the same thing: context. From there the conversation rolls through the MCP vs CLI debate (and why both sides keep missing the point), the ToolBench data that 95% of MCP servers fail to use tools correctly, Delve allegedly faking SOC 2 audit reports, "data centers in space," GPU smuggling, OpenAI's Astral acquisition, why TypeScript is the right bet for agents, and why you don't actually own your agent sessions.

⏰ TIMESTAMPS
00:00 – Intro & hackathon recap
01:20 – Context engineering & agent harnesses
07:41 – MCP vs CLI debate
12:40 – Delve faking SOC 2 audits
14:07 – Data centers in space
17:49 – Nvidia GTC & GPU smuggling
20:47 – Open Claude & enterprise agent strategy
23:41 – OpenAI acquires Astral & TypeScript for agents
25:46 – Browser agents, remote execution & hackathon harness demo
29:47 – Meta's AI plays & the metaverse pivot
32:48 – Diagramming & coding-agent limitations
36:59 – Trump's national AI legislative framework
39:04 – Cursor Composer 2.0, training data & owning your agent sessions

🔗 LINKS & RESOURCES

Referenced in this episode
- Astral / uv: https://github.com/astral-sh/uv
- Astral / ty (Python type checker): https://github.com/astral-sh/ty
- Kimi K2: https://moonshotai.github.io/Kimi-K2/
- Cursor Composer: https://cursor.com/
- Open Claude (claude-code open agent): https://github.com/anthropics/claude-code
- White House AI policy hub: https://www.whitehouse.gov/ai/

About the hosts
Shub Argha, Head of Solutions Engineering at Arcade
- LinkedIn: https://linkedin.com/in/shubcodes/
- GitHub: https://github.com/shubcodes
- X: https://x.com/shubcodes

Mateo Torres, Developer Relations at Arcade
- LinkedIn: https://linkedin.com/in/torresmateo/
- GitHub: https://github.com/torresmateo/
- X: https://x.com/torresmateo

Hot Weights is the Arcade show where we react to the week's AI news, hot takes included. New episodes regularly — subscribe so you don't miss EP 4.

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Видео Data centers in space, fake SOC 2 audits, and GPU smuggling | Hot Weights EP 3 канала Arcade