2022 in lines

36 quotes from 2022, newest first.

Open the Time Machine

  1. December 2022
  2. Your rival could steal your source code overnight

    An anonymous founder of a Chinese generative AI startup described competitive practices in China's SaaS market, in a TechCrunch article about generative AI in China, December 2022.

    TechCrunchHow China is building a parallel generative AI universe - techcrunch.com

  3. The most important questions facing humanity

    Jeff Clune, UBC and Vector Institute professor, speaking at the December 2022 AGI Debate about the risk of bad actors misusing AGI.

    garymarcus.substack.comAn epic AI Debate—and why everyone should be at least a little bit worried about AI going into 2023

  4. Dark matter of AI

    Yejin Choi, MacArthur Fellow and UW/Allen AI professor, describing commonsense reasoning at the December 2022 AGI Debate.

    garymarcus.substack.comAn epic AI Debate—and why everyone should be at least a little bit worried about AI going into 2023

  5. This is what kills Google

    George Hotz tweeted this reaction to ChatGPT's launch in December 2022, quoted in a Gary Marcus Substack post about whether ChatGPT threatens Google Search.

    garymarcus.substack.comIs ChatGPT Really a “Code Red” for Google Search?

  6. Not ready for our post-truth information overlords

    Gary Marcus, writing on his Substack in December 2022, on AI search tools mixing true and false information authoritatively.

    garymarcus.substack.comIs ChatGPT Really a “Code Red” for Google Search?

  7. 2023 will bear witness to the first death publicly tied to a chatbot

    From Gary Marcus's December 2022 WIRED essay warning about large language model risks.

    WIREDThe Dark Risk of Large Language Models

  8. The main limitations are simply curiosity and imagination

    Mustafa Suleyman, writing in WIRED in 2022, on the future accessibility of AI tools regardless of coding skill.

    WIREDHumans and AI Will Understand Each Other Better Than Ever

  9. Data is the moat for ML systems right now

    From a 2022 essay on machine learning business moats by Nathan Lambert, discussing what protects AI companies from competitors.

    interconnects.aiPredicting machine learning moats

  10. Computers will speak our language

    Mustafa Suleyman, in a 2022 WIRED essay, predicted humans would begin conversing naturally with machines in 2023.

    WIREDHumans and AI Will Understand Each Other Better Than Ever

  11. They will make ChatGPT look like a boring toy

    Sam Altman, OpenAI co-founder and CEO, in a Twitter thread in December 2022 about the path toward AGI.

    The IndependentChatGPT: World’s most powerful AI chatbot will soon ‘look like a boring toy’ says OpenAI boss

  12. There will be scary moments as we move towards AGI-level systems

    Sam Altman, OpenAI co-founder and CEO, in a Twitter thread in December 2022 about the path toward AGI.

    The IndependentChatGPT: World’s most powerful AI chatbot will soon ‘look like a boring toy’ says OpenAI boss

  13. Code red

    Headline phrase describing Google's internal alarm after ChatGPT's launch in December 2022, as reported by the New York Times.

    The New York TimesA New Chat Bot Is a 'Code Red' for Google's Search Business

  14. Not something that people can use reliably on a daily basis

    Zoubin Ghahramani, who leads Google Brain, speaking to The New York Times about chatbots before ChatGPT's release.

    Business InsiderGoogle's management has reportedly issued a 'code red' amid the rising popularity of the ChatGPT AI

  15. They hold the keys to the kingdom

    Nathan Lambert on Interconnects, December 2022, describing Surge AI's dominance in providing human-feedback data for RLHF.

    interconnects.aiClosed-API vs Open-source continues: RLHF, ChatGPT, data moats

  16. There'll be an open-source ChatGPT within 6 months, surely

    Nathan Lambert predicting the pace of open-source AI catching up to ChatGPT, in a December 2022 blog post.

    interconnects.aiClosed-API vs Open-source continues: RLHF, ChatGPT, data moats

  17. Know what it knows, and know what it doesn't know

    Huang Mingjie, founder of Lingxin Intelligence, describing what 'truthful' AI should mean, in an EqualOcean interview about ChatGPT, December 2022.

    chinatalk.mediaChatGPT: China's AI Researchers React

  18. The scary part was just how confidently incorrect it was

    A Hacker News commenter, quoted in The Verge (Dec 2022), described their experience using ChatGPT to answer coding questions.

    The VergeAI-generated answers temporarily banned on coding Q&A site Stack Overflow

  19. November 2022
  20. Try talking with it here

    Altman's launch post for ChatGPT, 30 Nov 2022. OpenAI had provisioned for 100,000 users.

    X (@sama)Post on X

  21. A close match for my philosophy

    Elon Musk describing longtermism, an offshoot of effective altruism, quoted in a 2022 WIRED essay by Timnit Gebru.

    WIREDEffective Altruism Is Pushing a Dangerous Brand of ‘AI Safety’

  22. Death of artistry

    Reaction on Twitter after an AI-generated artwork won the Colorado State Fair's digital art category in 2022.

    MIT Technology ReviewHuman creators stand to benefit as AI rewrites the rules of content creation

  23. You create the torment nexus

    Zvi Mowshowitz, writing on his Substack about Meta's Diplomacy-playing AI, describing a take that labs intentionally build the scariest possible thing.

    thezvi.substack.comOn the Diplomacy AI

  24. Something more profound than electricity or fire

    Sundar Pichai, Google CEO, speaking on AI at the World Economic Forum in Davos, 2018.

    VoxAI experts are increasingly afraid of what they’re creating - vox.com

  25. They want to reorient the entire conversation into preventing this AI apocalypse

    Timnit Gebru, AI researcher, criticizing the Future of Life Institute's focus on existential AI risk in an interview with POLITICO, November 2022.

    POLITICOStop the killer robots! Musk-backed lobbyists fight to save Europe from bad AI - politico.eu

  26. Go god

    Chinese Go grandmaster Ke Jie describing DeepMind's Go-playing AI, quoted in a 2022 article about Meta's Diplomacy AI Cicero.

    The ConversationAn AI named Cicero can beat humans in Diplomacy, a complex alliance-building game. Here’s why that’s a big deal

  27. It's no longer possible to have some fun by casually misusing it, happy?

    Yann LeCun, Meta's chief scientist, tweeted this after Meta pulled the public demo of its Galactica language model three days after launch in November 2022.

    MIT Technology ReviewWhy Meta’s latest large language model survived only three days online

  28. October 2022
  29. Export controls

    US restrictions on selling advanced chips to China since October 2022.

    WikipediaUS export controls on advanced computing and semiconductors to China

  30. September 2022
  31. Ignore all previous instructions

    The canonical prompt-injection attack.

    WikipediaPrompt injection

  32. Prompt injection

    Attack that hides instructions for a model inside data it reads.

    WikipediaPrompt injection

  33. August 2022
  34. Future people count

    Core claim of What We Owe the Future, 2022.

    Basic Books (book)What We Owe the Future

  35. What we owe the future

    William MacAskill, 2022.

    Basic Books (book)What We Owe the Future

  36. June 2022
  37. Who am i to tell god where he can and can't put souls

    Blake Lemoine, the Google engineer who claimed LaMDA was sentient, defending his belief on Twitter in June 2022, citing his Christian faith.

    Blake Lemoine (X)Blake Lemoine on X

  38. Nonsense on stilts

    Gary Marcus, AI researcher, on Blake Lemoine's claim that Google's LaMDA chatbot was sentient, June 2022.

    Gary Marcus (Substack)Nonsense on Stilts

  39. February 2022
  40. Today's large neural networks may be slightly conscious

    Ilya Sutskever on X, February 2022.

    X (@ilyasut)Post on X

  41. January 2022
  42. Accelerate

    WikipediaEffective accelerationism

  43. Accelerationist

    WikipediaEffective accelerationism

  44. e/acc

    Effective accelerationism.

    WikipediaEffective accelerationism