3/
* Two types of abstractions
- Type-1: prototype/value-centric, continuous — transformer is good at this
- Type-2: program-centric abstraction/graphs, discrete/search — ???
- Type-2 is data efficient but test-time inefficient due to combinatorial explosion.
* Intelligent systems needs to combine Type-1 and 2 abstractions
- Type-2 can be guided by type-1
- Need global library of abstract subroutines
2/
* The evolution of ARC benchmarks
- ARC-1: Prior-free reasoning tasks
- ARC-2: Compositional reasoning tasks
- ARC-3: Reasoning with interactive agency
* Intelligence implementation requires two components
- Abstraction acquisition
- Abstraction recombination (application)
1/
François Chollet, creator of Keras and the ARC suite of AGI benchmarks, gave a very thoughtful talk on how we can actually get to #AGI:
* Intelligence is a process, not skills
- Intelligence is an efficient conversion from past experience to potential operating area
- AGI is not about automation, it’s about invention
* Three characterstics of intelligence
- Fluid intelligence
- Broad operational area
- Information-efficient program acquisition and synthesis
Three common mistakes I’ve seen #FOSS people and other #introverted geeks make in #PublicSpeaking…well, as an introverted #FreeSoftware geek myself, these also things I have to keep in mind when I speak.
Slow…down. Speak at a consistent, slow speed. This ensures people don’t miss things, you get time to think, and people get time to absorb the information.
Speak loudly. There’s a limit to how much the microphone will do for you. Sometimes you won’t even have a microphone (e.g. when hosting outdoor #OpenStreetMap mapping parties) - learn to make yourself heard without one.
Don’t trail off. End your sentences with a consistent volume and pitch.
So how slow, and how loud? In a lot of cases I’d say WAY slower than what you call slow, and WAY louder than what you call loud
There’s more, but this is the foundation of any talk. The best content in the world means nothing if it doesn’t actually reach your audience.
A lot of this is useful in everyday life too. Start practicing!
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“Fascist AI” talk at LOOPS
The New Practice space at TU Berlin runs a series of talks called LOOPS. Together with my friend Malte I was invited to talk a bit about “Fascist AI”. How capitalism, fascism and AI narratives are very closely aligned and (re)produce one another.
I enjoyed giving the talk (I rarely do those together with others) and the Q&A and conversations afterwards immensely. You can check out a recording of the event here:
https://www.youtube.com/watch?v=OMl-yZMD-wA
You can get Malte’s slides from […]
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I sometimes talk to myself. The problem is, I'm an unreliable narrator.
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Time extended! You now have until June 29 to submit your proposal for the #openSUSE.Asia Summit. Whether it's a long #talk or short talk, we want to hear from YOU! Start submitting at https://events.opensuse.org/
Видео про то как въезжать в любительскую астрономию от Зелёного Кота и Astro Channel.
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Archaeoethnologica: Traveling & Invocation to the Gods in Antiquity - Talk / A Viagem e a Invocação aos Deuses na Antiguidade - Palestra
+INFO in: https://archaeoethnologica.blogspot.com/2025/06/a-viagem-e-invocacao-aos-deuses.html
Archaeoethnologica: Traveling & Invocation to the Gods in Antiquity - Talk / A Viagem e a Invocação aos Deuses na Antiguidade - Palestra
+INFO in: https://archaeoethnologica.blogspot.com/2025/06/a-viagem-e-invocacao-aos-deuses.html
Archaeoethnologica: Traveling & Invocation to the Gods in Antiquity - Talk / A Viagem e a Invocação aos Deuses na Antiguidade - Palestra
+INFO in: https://archaeoethnologica.blogspot.com/2025/06/a-viagem-e-invocacao-aos-deuses.html
Archaeoethnologica: Traveling & Invocation to the Gods in Antiquity - Talk / A Viagem e a Invocação aos Deuses na Antiguidade - Palestra
+INFO in: https://archaeoethnologica.blogspot.com/2025/06/a-viagem-e-invocacao-aos-deuses.html