Nugget

Tech News · The field notes

Personal Tech — Monday, November 2, 2026

OpenAI plans a shared ChatGPT and Codex usage allowance, Meta ads outgrow Google Search while AWS accelerates, DeepSeek open-sources a super-agent prototype, and physical AI leads the week's funding.

OpenAI to combine ChatGPT and Codex usage into one shared allowance from December 2026 (Plus, Pro, Business)

  • Work merging into main ChatGPT experience
  • practical impact for users who split chatting and coding

OpenAI UAE deals announced at Adipec in Abu Dhabi

  • deployment across energy companies, investment firms, government agencies
  • Sam Altman on AI transforming energy economics
  • planned post-midterm policy/PR push rebranding data centers as "AI compute campuses" for the lame-duck Congress

Big tech earnings scoreboard

  • Meta advertising revenue up 26% in Q3 vs Google Search and related up 12%
  • AWS up 39.3% to nearly $46B, fastest growth in almost five years
  • AI demand real but infrastructure spending weighing on free cash flow

DeepSeek Harness open-sources Super-agent architecture research prototype (dsh-superagent-prototype, MIT license)

  • agent coordinating longer multi-step tasks and tools, research release not a finished product

Physical AI leads funding

  • ten largest US deals Oct 24-30 raised at least $4.8B, ~65% to hardware/industrial
  • Bedrock Robotics $600M Series C at $4.1B for autonomous excavators (CapitalG, Emergence Capital)
  • Foundry Robotics $100M for autonomous factories, 130,000 sq ft Emeryville facility

Safety/policy roundup

  • Microsoft tracking North Korean hackers' AI adoption
  • federal judge allows NAACP lawsuit against xAI over allegedly unpermitted gas turbines at Colossus to proceed (procedural ruling, not a liability finding)

Look ahead

  • Apple fiscal Q4 results after market close Monday, November 2
  • CEO John Ternus first earnings call
  • expected ~$113B revenue, ~$56B iPhone sales
  • watch holiday guidance, AI/revamped Siri remarks, memory-chip margin squeeze

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