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Suffering an
AI Change
Bill Thompson for BoS 2024
Don’t look for me on X/Twitter as it’s a trash fire.
Find me on Threads, Mastodon, Bluesky, LinkedIn
tl;dr
After the Jackpot, the world in 2107 still uses AI, and climate
change is still a problem
Full AI-enabled the business lies
of its code are models made
those are prompts that were its teams
nothing of it that doth fade
but doth suffer an AI change
into something rich and strange.
Chainèd prompts ring its knell
ding-dong.
Hark! The model speaks, what will it tell?
After Wm Shakespeare.
A bit about me
Philosophy; Psychology; Computer Science. 1981 Pt IB dissertation on machine vision, with Geoff Hinton
A bit about AI
This is not about ‘intelligence’. Shame we didn’t call it ‘computational rationality’ back in the 1950’s.
“a machine-based system that is capable of influencing the
environment by producing an output (predictions,
recommendations or decisions) for a given set of objectives.
It uses machine and/or human-based data and inputs to (i)
perceive real and/or virtual environments; (ii) abstract
these perceptions into models through analysis in an
automated manner (e.g., with machine learning), or manually;
and (iii) use model inference to formulate options for
outcomes. AI systems are designed to operate with varying
levels of autonomy”. OECD
Computrainium
Adding new capabilities to the computational matrix. Not fairy dust.
Not just GenAI
AI has a seventy year history, and includes much more than LLMs and diffusion models
We have taught the machines how to think,
and our profit on’t is they know how to
hollow out the middle-class tax base by
making many professional roles either
redundant or more efficient – either way
we need fewer people.
After Wm Shakespeare.
Let’s worry about bias, misinformation, surveillance, climate change, extractive capitalism,
models of assessment and the impact onwork
Wider questions to consider
What is the nature of the information ecosystem in the age of AI. How do we develop these powerful tools to serve real needs
and not just the accumulation of wealth?
The impact of AI – particularly GenAI – is growing
Conversational search; conversational machines; chained LLMs; embedded LLMs;
Spot the tour guide
Boston Robotics Spot robot with ChatGPT API (GPT-4), Spot SDK, Respeaker V2
A new Luddism?
Can we find a way to push back against extractive, surveillant
AI? Can we imagine a humane AI?
The World from 2107
Imagine you’re in 2107
Look back at today
Talk to the delegates about what
happened, how you get there, what could
have been done differently
Greetings from
2107
You may not find
this fun
“
”
Thank you
And good luck

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BoSEU24 | Bill Thompson | Talk From Another Century

  • 1. Suffering an AI Change Bill Thompson for BoS 2024 Don’t look for me on X/Twitter as it’s a trash fire. Find me on Threads, Mastodon, Bluesky, LinkedIn
  • 2. tl;dr After the Jackpot, the world in 2107 still uses AI, and climate change is still a problem
  • 3. Full AI-enabled the business lies of its code are models made those are prompts that were its teams nothing of it that doth fade but doth suffer an AI change into something rich and strange. Chainèd prompts ring its knell ding-dong. Hark! The model speaks, what will it tell? After Wm Shakespeare.
  • 4. A bit about me Philosophy; Psychology; Computer Science. 1981 Pt IB dissertation on machine vision, with Geoff Hinton
  • 5. A bit about AI This is not about ‘intelligence’. Shame we didn’t call it ‘computational rationality’ back in the 1950’s. “a machine-based system that is capable of influencing the environment by producing an output (predictions, recommendations or decisions) for a given set of objectives. It uses machine and/or human-based data and inputs to (i) perceive real and/or virtual environments; (ii) abstract these perceptions into models through analysis in an automated manner (e.g., with machine learning), or manually; and (iii) use model inference to formulate options for outcomes. AI systems are designed to operate with varying levels of autonomy”. OECD
  • 6. Computrainium Adding new capabilities to the computational matrix. Not fairy dust.
  • 7. Not just GenAI AI has a seventy year history, and includes much more than LLMs and diffusion models
  • 8. We have taught the machines how to think, and our profit on’t is they know how to hollow out the middle-class tax base by making many professional roles either redundant or more efficient – either way we need fewer people. After Wm Shakespeare. Let’s worry about bias, misinformation, surveillance, climate change, extractive capitalism, models of assessment and the impact onwork
  • 9. Wider questions to consider What is the nature of the information ecosystem in the age of AI. How do we develop these powerful tools to serve real needs and not just the accumulation of wealth?
  • 10. The impact of AI – particularly GenAI – is growing Conversational search; conversational machines; chained LLMs; embedded LLMs;
  • 11. Spot the tour guide Boston Robotics Spot robot with ChatGPT API (GPT-4), Spot SDK, Respeaker V2
  • 12. A new Luddism? Can we find a way to push back against extractive, surveillant AI? Can we imagine a humane AI?
  • 13. The World from 2107 Imagine you’re in 2107 Look back at today Talk to the delegates about what happened, how you get there, what could have been done differently
  • 14. Greetings from 2107 You may not find this fun

Notes de l'éditeur

  1. Keynote
  2. Caliban
  3. Title: Scene from the Tempest: Caliban, Prospero and Miranda Series/Portfolio: Imitations of Modern Drawings Etcher: Thomas Rowlandson (British, London 1757–1827 London) Artist: After John Hamilton Mortimer (British, Eastbourne 1740–1779 London) Subject: William Shakespeare (British, Stratford-upon-Avon 1564–1616 Stratford-upon-Avon) Date: 1783–87, reissued 1801 Medium: Etching
  4. Bard and Google https://towardsdatascience.com/a-gentle-intro-to-chaining-llms-agents-and-utils-via-langchain-16cd385fca81
  5. We created a robot tour guide using Spot integrated with Chat GPT and other AI models as a proof of concept for the robotics applications of foundational models. Learn more: https://bostondynamics.com/blog/robot...
  6. I recently took part in a panel session called Imagined Futures as part of the AI:UK conference organised by the Turing Institute. Three of us were asked to speak to the conference from an imagined future – in my case 2107. I was asked to take the perspective of a social humanitarian concerned with the ways AI can address social issues, like poverty, education, and healthcare in underserved communities and to imagine myself. talking to an audience made up of practitioners, policy makers and representatives of organisations involved in AI.