In interesting article I read today was ‘Meta’s AI guru LeCun: Most of today’s AI approaches will never lead to true intelligence‘ by Tiernan Ray. Though I think the title is a bit misleading with it’s reference to ‘true intelligence’. The article uses ‘human level intelligence’ as it’s framing, though the space of possible intelligence…
Synopsis: The new cognitive capabilities in our machines were the result of a shift in the way wethink about problem solving. The shift is the most significant change in AI, ever, if not inscience as a whole. Machine Learning based systems are now successfully attackingboth simple and complex problems using these novel Methods. We are…
Synopsis: The goal of Aligned AI is to implement scalable solutions to the alignment problem, and distribute these solutions to actors developing powerful transformative artificial intelligence. What is Alignment? Algorithms are shaping the present and will shape the future ever more strongly. It is crucially important that these powerful algorithms be aligned – that they…
This talk is part of the ‘Stepping Into the Future‘ conference. Synopsis: The arrival of homo sapiens on Earth amounted to a singularity for its ecosystems, a transition that dramatically changed the distribution and interaction of living species within a relatively short amount of time. Such transitions are not unprecedented during the evolution of life,…
This talk is part of the ‘Stepping Into the Future‘ conference. Synopsis: Along with many benefits of powerful machine learning methods comes significant challenges. For example, as content recommendation algorithms become increasingly competent at satisfying user preferences, they may also become more competent at manipulating human preferences, to make the preferences more easily satisfiable. These kinds of alignment…
James Barrat is a documentary filmmaker, speaker, and author of the nonfiction book Our Final Invention: Artificial Intelligence and the End of the Human Era. We discuss the progress in financing and engineering AI – the issues of AI safety are still just as relevant as they were in 2013. James thinks we need policy…
Adam Ford argues for the position that Artificial Intelligence Will Be Smarter Than Humans in the lifetime of a young adult (sometime before the end of this century). This was one side of a debate put on my Melbourne University for a philosophy course. Adam discusses reasons why AI becoming smarter than human level intelligence…
Hugo de Garis on AI, the story leading up to where we are now, and the possibilities for AI in the not too distant future. We have seen AI sprint past us in many cognitive domains, and in the coming decades we will likely see AI creep up on human level intelligence in other domains…
Joscha Bach on GPT-3, achieving AGI, machine understanding and lots more! Discussion points: 02:40 What’s missing in AI atm? Unified coherent model of reality 04:14 AI systems like GPT-3 behave as if they understand – what’s missing? 08:35 Symbol grounding – does GPT-3 have it? 09:35 GPT-3 for music generation, GPT-3 for image generation, GPT-3…
Joscha Bach discusses progress made in AI so far, what’s missing in AI, and the conceptual progress needed to achieve the grand goals of AI. Discussion points: 0:07 What is intelligence? Intelligence as the ability to be effective over a wide range of environments 0:37 Intelligence vs smartness – interesting models vs intelligent behavior 1:08…
