Directed Acyclic Graph DLT To Converge With Ethical AI


  • WELCOME TO SENSEMAKING 

    ARTIFICIAL INTELLIGENCE & LEARNING 

    (SAIL) A Comprehensive Newsletter 

    on all things learning. 

    by George Siemens University of SA 

    The biggest news of the past week, possibly year, has been DeepSeek - a Chinese developed LLM that is performing at o1 levels for reasoning. It’s licensed under an MIT license, enabling users to “Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software”. This is a big deal. It’s the first advancement that I’ve seen distressing AI insiders who see a sudden collapsing of the proverbial moat. It’s good news for anyone on the using, not developing foundation models, end of LLMs. You can run DeepSeek R1 (their reasoning model, comparable to OpenAI’s o1) locally, offline, on your mobile (the 1.5b parameter model). DeepSeek is significantly cheaper than other models. 

  • Some people aren’t afraid of AI taking jobs, assuming that regulation will drive up cost. The DeepSeek and Llama open models suggest it will be hard to fully regulate.

  • OpenAI launched its first agent - Operator - this week. It’s included in the $200/mo plan. I’ve been playing with it and it offers glimpses of what’s possible, but is still too experimental to be broadly useful or even reliable. OpenAI acknowledges this and states the model will improve with user feedback. Some simple tasks like “find a vegetarian recipe, make a grocery list, and order for delivery” work quite well even now.

  • The new administration (USA) is one of the more aggressive globally to advance AI, including rescinding previously set guardrails. It’s an “all gas no brakes” mindset. 

  • USA makes $500 billion infrastructureannouncement. The numbers seem kinda ridiculous and there is some speculation that at least some of it is hype. 

  • Since AI is all about the hundreds of billionsAbu Dhabi will throw $300b into the ring as well “The world has yet to fully recognize the extent of change artificial intelligence will bring to every aspect of human life”.

  • AI and war is the next big economic frontier. ScaleAI calls for more focus on this area. Andruil (a must watch company in this space) with OpenAI is in the game

  • This is the year of agents (though nascent), but next year will be all about robots “The big breakthrough right now is the evolution of humanoid robots that essentially follow individual workers on the factory floor, on a construction site, even a chef in a restaurant or a housekeeper. It's terrifying, but it's happening in the next literally year or two”


LEARNING CREATES LEARNING 
LEARNING HOW TO LEARN
EARN & DISCERN
It is all about the energy 
Artificial or not… 

 

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