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Artificial Developer Intelligence · May 15 · 1 hr 13 min

Multi-Agent Patterns for 2026, Anthropic on Colossus, Brockman's Tesla Painting

Anthropic finally fixed the compute crunch — by partnering with the one company OpenAI is currently being sued by. Plus Brockman's deposition journal drops, we unpack why a billion-token context window needs an entirely different GPU architecture, and Phil Schmid's four sub-agent patterns for 2026. This week on ADI Pod: Dan, Rahul and Shimin go heavy on the Elon news — the OpenAI lawsuit, the Anthropic + SpaceX/XAI compute deal that just lifted Claude Code's peak-hour limits, and the Wall Street Journal's data on Grok's user base collapsing (now ~1/30th of ChatGPT's). Then we move into the substance: NVIDIA's Rubin CPX architecture and disaggregation, Phil Schmid's four sub-agent patterns and where the agent-teams pattern is headed, Jack Clark's piece on recursive AI research automation, and Simon Willison reluctantly admitting he runs Claude Code with --dangerously-skip-permissions by default. We close with bubble watch — and move the clock further from midnight after a week with no major red flags. 🔗 Articles we discussed ▸ How Elon Musk left OpenAI, per Greg Brockman (TechCrunch) https://techcrunch.com/2026/05/06/how-elon-musk-left-openai-according-to-greg-brockman/ ▸ Anthropic raises Claude Code usage limits, credits SpaceX deal (Ars Technica) https://arstechnica.com/ai/2026/05/anthropic-raises-claude-code-usage-limits-credits-new-deal-with-spacex/ ▸ Anthropic-SpaceX AI deal (Wall Street Journal) https://www.wsj.com/tech/ai/anthropic-spacex-ai-deal-elon-musk-f86ea369?st=XUQnP7&reflink=desktopwebshare_permalink ▸ The road to a billion-token context (CACM) https://cacm.acm.org/news/the-road-to-a-billion-token-context/ ▸ Sub-agent patterns for 2026 — Phil Schmid https://www.philschmid.de/subagent-patterns-2026 ▸ Import AI 455: automating AI research — Jack Clark https://importai.substack.com/p/import-ai-455-automating-ai-research ▸ Vibe coding and agentic engineering are getting closer than I'd like — Simon Willison https://simonwillison.net/2026/May/6/vibe-coding-and-agentic-engineering/ ▸ You need AI that reduces your maintenance costs — James Shore https://www.jamesshore.com/v2/blog/2026/you-need-ai-that-reduces-your-maintenance-costs ▸ Anthropic reportedly agrees to pay Google $200B for chips and cloud access (Engadget) https://www.engadget.com/2165585/anthropic-reportedly-agrees-to-pay-google-200-billion-for-chips-and-cloud-access/ ▸ Silicon Valley bets on floating AI data centers powered by ocean waves (Ars Technica) https://arstechnica.com/ai/2026/05/silicon-valley-bets-on-floating-ai-data-centers-powered-by-ocean-waves/ ⏱ Chapters 00:00 Cold Open & Welcome 02:15 News: Elon vs OpenAI Trial Drama (Brockman's Journal & The Tesla Painting) 08:30 News: Anthropic Joins Colossus (SpaceX/XAI Compute Deal) 13:06 Hardware Hunt: The Road to a Billion-Token Context (NVIDIA Rubin CPX) 21:56 Technique: Phil Schmid's 4 Sub-Agent Patterns for 2026 30:11 Post-Processing: Jack Clark — AI Systems Are About to Build Themselves 45:17 Post-Processing: Simon Willison — Vibe Coding & Agentic Engineering 55:14 Post-Processing: James Shore — AI That Reduces Maintenance Costs 1:01:39 Two Minutes to Midnight 1:12:05 Outro 🎙 About ADI Pod ADI Pod (Artificial Developer Intelligence) is a weekly conversation show about AI and software development. We go through hundreds of links and dozens of newsletters each week so you don't have to. Hosts: Shimin Zhang, Dan Łaski, Rahul Yadav. 🌐 https://www.adipod.ai 📧 humans@adipod.ai 🦋 Shimin on Bluesky: @shiminsky.bsky.social If something in this episode changed your mind or gave you something to try on Monday, hit subscribe and leave a comment with what you tried. #ADIPod #AINews #ClaudeCode #Anthropic #AICoding (00:00) - Cold Open & Welcome (02:15) - News: Elon vs OpenAI Trial Drama (Brockman's Journal & The Tesla Painting) (08:30) - News: Anthropic Joins Colossus (SpaceX/XAI Compute Deal) (13:06) - Hardware Hunt: The Road to a Billion-Token Context (NVIDIA Rubin CPX) (21:56) - Technique: Phil Schmid's 4 Sub-Agent Patterns for 2026 (30:11) - Post-Processing: Jack Clark — AI Systems Are About to Build Themselves (45:17) - Post-Processing: Simon Willison — Vibe Coding & Agentic Engineering (55:14) - Post-Processing: James Shore — AI That Reduces Maintenance Costs (01:01:39) - Two Minutes to Midnight (01:12:05) - Outro

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Anthropic finally fixed the compute crunch — by partnering with the one company OpenAI is currently being sued by. Plus Brockman's deposition journal drops, we unpack why a billion-token context window needs an entirely different GPU architecture, and Phil Schmid's four sub-agent patterns for 2026.


This week on ADI Pod: Dan, Rahul and Shimin go heavy on the Elon news — the OpenAI lawsuit, the Anthropic + SpaceX/XAI compute deal that just lifted Claude Code's peak-hour limits, and the Wall Street Journal's data on Grok's user base collapsing (now ~1/30th of ChatGPT's). Then we move into the substance: NVIDIA's Rubin CPX architecture and disaggregation, Phil Schmid's four sub-agent patterns and where the agent-teams pattern is headed, Jack Clark's piece on recursive AI research automation, and Simon Willison reluctantly admitting he runs Claude Code with --dangerously-skip-permissions by default.


We close with bubble watch — and move the clock further from midnight after a week with no major red flags.


🔗 Articles we discussed


▸ How Elon Musk left OpenAI, per Greg Brockman (TechCrunch)

https://techcrunch.com/2026/05/06/how-elon-musk-left-openai-according-to-greg-brockman/


▸ Anthropic raises Claude Code usage limits, credits SpaceX deal (Ars Technica)

https://arstechnica.com/ai/2026/05/anthropic-raises-claude-code-usage-limits-credits-new-deal-with-spacex/


▸ Anthropic-SpaceX AI deal (Wall Street Journal)

https://www.wsj.com/tech/ai/anthropic-spacex-ai-deal-elon-musk-f86ea369?st=XUQnP7&reflink=desktopwebshare_permalink


▸ The road to a billion-token context (CACM)

https://cacm.acm.org/news/the-road-to-a-billion-token-context/


▸ Sub-agent patterns for 2026 — Phil Schmid

https://www.philschmid.de/subagent-patterns-2026


▸ Import AI 455: automating AI research — Jack Clark

https://importai.substack.com/p/import-ai-455-automating-ai-research


▸ Vibe coding and agentic engineering are getting closer than I'd like — Simon Willison

https://simonwillison.net/2026/May/6/vibe-coding-and-agentic-engineering/


▸ You need AI that reduces your maintenance costs — James Shore

https://www.jamesshore.com/v2/blog/2026/you-need-ai-that-reduces-your-maintenance-costs


▸ Anthropic reportedly agrees to pay Google $200B for chips and cloud access (Engadget)

https://www.engadget.com/2165585/anthropic-reportedly-agrees-to-pay-google-200-billion-for-chips-and-cloud-access/


▸ Silicon Valley bets on floating AI data centers powered by ocean waves (Ars Technica)

https://arstechnica.com/ai/2026/05/silicon-valley-bets-on-floating-ai-data-centers-powered-by-ocean-waves/


⏱ Chapters


00:00 Cold Open & Welcome

02:15 News: Elon vs OpenAI Trial Drama (Brockman's Journal & The Tesla Painting)

08:30 News: Anthropic Joins Colossus (SpaceX/XAI Compute Deal)

13:06 Hardware Hunt: The Road to a Billion-Token Context (NVIDIA Rubin CPX)

21:56 Technique: Phil Schmid's 4 Sub-Agent Patterns for 2026

30:11 Post-Processing: Jack Clark — AI Systems Are About to Build Themselves

45:17 Post-Processing: Simon Willison — Vibe Coding & Agentic Engineering

55:14 Post-Processing: James Shore — AI That Reduces Maintenance Costs

1:01:39 Two Minutes to Midnight

1:12:05 Outro


🎙 About ADI Pod


ADI Pod (Artificial Developer Intelligence) is a weekly conversation show about AI and software development. We go through hundreds of links and dozens of newsletters each week so you don't have to. Hosts: Shimin Zhang, Dan Łaski, Rahul Yadav.


🌐 https://www.adipod.ai

📧 humans@adipod.ai

🦋 Shimin on Bluesky: @shiminsky.bsky.social


If something in this episode changed your mind or gave you something to try on Monday, hit subscribe and leave a comment with what you tried.


#ADIPod #AINews #ClaudeCode #Anthropic #AICoding

  • (00:00) - Cold Open & Welcome
  • (02:15) - News: Elon vs OpenAI Trial Drama (Brockman's Journal & The Tesla Painting)
  • (08:30) - News: Anthropic Joins Colossus (SpaceX/XAI Compute Deal)
  • (13:06) - Hardware Hunt: The Road to a Billion-Token Context (NVIDIA Rubin CPX)
  • (21:56) - Technique: Phil Schmid's 4 Sub-Agent Patterns for 2026
  • (30:11) - Post-Processing: Jack Clark — AI Systems Are About to Build Themselves
  • (45:17) - Post-Processing: Simon Willison — Vibe Coding & Agentic Engineering
  • (55:14) - Post-Processing: James Shore — AI That Reduces Maintenance Costs
  • (01:01:39) - Two Minutes to Midnight
  • (01:12:05) - Outro

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