"Most of thought has nothing to do with language" says @yannlecun . LLMs are incapable of four essential characteristics of intelligent behavior. The next generation of AI has world models, predicting what might happen as consequences of action .
https://daviding.wordpress.com/2025/08/13/2025-05-15-the-future-of-open-ai-not-as-llms/
"It might not be about starting with why, maybe it's about starting with when" says #ZaidKhan on "Humbling Design by Sensing Rhythms" to audience of designers at #OCADU #TEDx. Building on research from master's in design, plus #SystemsThinking collaboration since 2019.
Video recording of "AI Automation or IA Intelligence Augmentation" roundtable by #ISSIP + #CsrpInstitute sparked chats on negotiation skills, essential services, autonomous workgroups, accountabilities, asynchonous learning and AI.
https://coevolving.com/blogs/index.php/archive/ai-automation-or-ia-intelligence-augmentation-issip/
Slides and video on “Thinking with Time: A brief introduction to Systems Changes Learning” by #ZaidKhan for Strategic Foresight and Innovation program at @ocad "Understanding Systems" course are an easier way into recent progress on #SystemsThinking foregrounding temporality.
https://coevolving.com/blogs/index.php/archive/thinking-with-time-zaid-khan/
"Living systems science"!
> 17 ... design-engaged cross-disciplinary
... AI, living systems science, social sciences, material science, ... engineering, arts and culture, and economic management ...
DesignS: World Design Cities Shanghai Manifesto 2024
Web video of lecture on "Pacing Changes: Elevating the when+where in living systems", for #AnnaChekhman course on Designing Future Systems #YorkUniveristy School of the Arts, Media, Performance & Design, Toronto . Advancing #SystemsThinking with #SystemsChange research.
Systems change researcher resident in Toronto, Canada. Past president, International Society for the Systems Sciences. Author of Open Innovation Learning book. Research fellow, CSRP Institute. Alumnus of IBM after 28 years.