Files
the_information_nexus/docs/llm/llm_enterprise.md
2023-11-18 12:59:57 +00:00

3.3 KiB
Raw Blame History

Millions & Billions

OpenAI Tesla and IBM

News

IBM invests in Huggingface

  • Arvind Krishna CEO of IBM
  • Froze thousands of jobs earlier this year
  • 3900 layoffs planned
  • 7800 positions frozen
  • Says AI could take over 30% to 50% of repetitive tasks (and do them better than humans)
  • $235M Series D Funding Round
  • Hugging Face now worth $4.5B
  • They have collaborated on WatsonX
  • Doubling down on AI

Tesla Giga Computer

  • Turned on HPC cluster worth $300M
  • Powered by 10000 Nvidia H100 compute GPUs
  • Primarily for FSD and other HPC workloads
  • Elon has said they will invest $4B in more AI
  • Plan is to invest over the next 2 years
  • Investing another $1B into Dojo supercomputer
  • Doubling down on AI

OpenAI Revenue Explodes

  • On track to generate more than $1B in revenue
  • Up from $28M in revenue last year
  • 35x in revenue growth

  • ChatGPT costs $700k per day (estimated)
  • Not sure if they are cash positive
  • Microsoft entitled to 75% of revenue
  • Could take a decade to pay it off
  • That timeframe may shorten quite a lot
  • Looks like their investment paid off!

Analysis

AI Investment Growth

  • Global AI Investment
  • 2020: $30B
  • 2021: $66.8B
  • 2022: $92B
  • 2023: ???
  • 2025: $200B (Goldman Sachs forecast)
  • Current opinions mixed
  • Some signs of investment slowing or accelerating
  • But were only in September
  • Consensus seems to be things are chugging along more or less as expected

Tech Layoffs New Jobs

  • 150000+ US tech layoffs as of June
  • Total unemployment remains at 3.5%
  • Government source (MLS)
  • About 375k open jobs as of January
  • Forecasts said 272k new tech jobs in 2023
  • Remains to be seen… (not a government source)
  • AI expected to destroy 85M jobs by 2025
  • But create up to 97M jobs
  • Net gain of 12M
  • Not a government source so take it with a grain of salt
  • Thats a LOT of reskilling!
  • Generative AI job postings up 20% in May
  • Maybe its a wash? So far so good.
  • Just make sure youre up to date on Generative AI tools

Public Sentiment

  • Reuters/Ipsos poll: 61% of Americans view AI as a potential threat to human civilization
  • Pew Research poll: 58% of Americans more concerned than excited about the rise of AI
  • Economist/YouGov poll: ~75% of Americans believe AI should be regulated by government
  • 79% Democrat
  • 73% Republican

Conclusion

Predictions

  • AI investment may cool slightly
  • OpenAI lawsuits seem to have spooked the markets
  • Still turning red hot fast
  • This will be brief if at all
  • Americans are largely united on regulations fears
  • Regulatory capture still a primary concern
  • Rarely see this much consensus!
  • State of jobs right now seems good
  • Post-Labor Economics will have to wait (and UBI)
  • Keep your eyes open though were in for an interesting future
  • Many industries are being disrupted (tech marketing translation copywriting etc)

Takeaways

  • Skill up!
  • Learn to use AI tools
  • Learn the basics of AI
  • Job market transformation is actively happening
  • Im happy to do remote training groups ping me
  • Might do paywalled training not sure
  • Reminds me of early 2000s with the rise of Microsoft and developer and IT certifications
  • Voter solidarity
  • Americans are rarely this united on something
  • Dont count the chickens yet
  • CONSTANT VIGILANCE!