New Energy-Based Transformers AI Architecture Aims for Deeper ‘System 2’ Thinking
#AI #AIResearch #MachineLearning #EBT #System2 #Transformers #AIEfficiency
#System2
Charlie Koster presents 'The Future of LLM Reasoning: System 2 Thinking & Agentic Frameworks' July 25th at Nebraska.Code().
https://nebraskacode.amegala.com/
#LLM #LLMReasoning #AgenticFrameworks #AI #System2 #Nebraska #TechConf #EmergingTech #artificialintelligence #DeveloperConference #SoftwareDevelopment #SoftwareEngineering #Programming #lincolnnebraska #TechEvent #NetworkingEvent #HeartlandDev #SiliconPrairie #Agentic #ProgrammingLife #July2025 #TechTrends
Always wanted to use the word 'menagerie' without a change of profession. #System2 thinking in product design, too.
Read about the risks in using wildcards in #egress domain names when allowing CSPs and CDNs, in the Philosophy section of this post. #kahneman
We've introduced a safer syntax that invokes the deliberative, #System2 mind to craft a more careful pattern.
https://chasersystems.com/blog/wildcards-and-system-2-thinking/
We incorporate priors and modify the probability of their relevance via evidence.
And though we can’t avoid doing this all the time, it burdens us to do so on conscious demand.
System 1 is also effortless bayesian while System 2 is burdensome bayesian.
There’s isn't non-bayesian thinking, just poorly informed thinking.
Ida Momennejad (#Microsoft Research) presents "A rubric for human-like agents and NeuroAI"
The main take-away reinforces a recurring message at the #Philosophy of #DeepLearning #conference at #nyu
What #AI needs to be more like humans is
- #system2
- #attention
- #control
In this case, the claim is that it #LLMs need a #prefrontalCortex (https://doi.org/10.1098/rstb.2021.0446).
See also Russell, O'Reilly, and Bengio, 2020: https://baicsworkshop.github.io/pdf/BAICS_10.pdf
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