Designing for the web since 1996

Per Axbom

Senior UX designer and digital strategist, with expertise in interaction design, accessibility and visual storytelling.

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Speaking

Internetdagarna

Organization
Internetdagarna (Internetstiftelsen)
Format
Talk
Place
Internetstiftelsen, Stockholm (broadcast online)
Years
2023

AI och människor – teknikens fram- och baksidor

In English: AI and people: the upsides and downsides of the technology

View larger: Title slide: AI och människor – teknikens fram- och baksidor med Per Axbom (AI and people: the upsides and downsides of the technology). axbom.se/ind2023. A row of stick figures: a doctor, a pilot, a person with a visual impairment and a guide dog, an AI chip in the middle, a person tripping with a microphone, a person writing at a desk and a person in a cap.
  • View larger: More than 7,000 languages and dialects: A world map full of speech bubbles. 98 percent of the web’s pages are published in just 12 languages, so most of humanity is missing from what AI is trained on.
  • View larger: Bias in recruiting: An AI sorts CVs with ticks and crosses. Headline: Amazon scraps secret AI recruiting tool that showed bias against women.
  • View larger: The ELIZA effect: “It really understands me!” says a person at the computer. On screen: a conversation with ELIZA, the 1960s chatbot that only mirrors what you type.
  • View larger: Projecting accountability: “Hmm… whose fault is it?” The boss: “It’s the machine’s fault. It’s hallucinating.” The developers: “We’re not responsible, unless the result is good of course.”
  • View larger: How a language model guesses the next word: An AI reads Strindberg’s The People of Hemsö and works out the probability of which word usually comes next.
  • View larger: Probability distribution: Stick figures along a bell curve: the most common ends up in the middle, and people at the edges risk not being counted.
  • View larger: The report nobody wrote: “Write a 10-page report on the risks of AI” becomes a pile of paper, which the next person asks an AI to “summarize in 10 points”.
  • View larger: Principlism: a model for applied ethics: Autonomy (give people information and choices), beneficence, non-maleficence (setting limits) and justice.
  • View larger: Heart and technology can coexist: Lost trust can wipe out your AI investments in seconds. Show early how and why you invest in safety and care. Don’t worry. Heart and technology can coexist.
  • View larger: Before the talk: The sketch I shared to invite people to the session.

A talk at Internetdagarna 2023, Sweden’s big internet conference, given on location at Internetstiftelsen and broadcast to the online audience, in the track “Get to know the most important tech trends”: how ordinary people are affected by AI, what tools like ChatGPT actually are, and how to avoid creating new problems while trying to solve others.

Read more
  • If we become experts at caring for machines that care for people, instead of experts at caring for people, what cracks in society should we watch out for?
  • Whose knowledge AI is built on: more than 7,000 languages, but 98 percent of the web in just 12 of them.
  • How a language model guesses the next word from probabilities, and why people at the edges of the bell curve risk not being counted.
  • Bias and its consequences (Amazon’s recruiting tool, Google Photos), the ELIZA effect, and “projecting accountability”: blaming the machine for “hallucinating”.
  • Ended with principlism as a model for applied ethics, and the advice to show early how and why you invest in safety and care. “Heart and technology can coexist.”
  • Told with stick-figure drawings, while making sure every point is clear to people who can’t see the slides. Slides (PDF) and all reference links are on axbom.se/ind2023.
  • Moderated by tech journalist Elin Häggberg (Teknifik), alongside Emelie Fågelstedt. Keynote speakers that year included Abeba Birhane and Cory Doctorow.

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