The Shift From Models to Compound AI Systems
Matei Zaharia, Omar Khattab, Lingjiao Chen, et al.bair.berkeley.edu
The Shift From Models to Compound AI Systems
Models All The Way Down
knowingmachines.org
A new generation of AIs: Claude 3.7 and Grok 3
mail.google.comIf all of these research ambitions were to come to fruition, the resulting system would be a very early version of the system that we envisioned in the introduction. That is, the resulting system would be able to provide domain expert answers to a wide range of information needs in a way that neither modern IR systems, question answering systems, o... See more
Donald Metzler • Rethinking Search: Making Domain Experts out of Dilettantes
current AI systems are nowhere near achieving general intelligence (if that concept is even coherent). Instead, they are restricted to problems that consist of mapping well-defined inputs to well-defined outputs in domains where gargantuan training sets are available, in which the metric for success is immediate and precise, in which the environmen
... See moreJohn Brockman • Possible Minds: Twenty-Five Ways of Looking at AI
ACI represents the next stage of AI’s evolution. A system that not only could recognize and generate novel images, audio, and language appropriate to a given context, but also would be interactive—operating in real time, with real users. It would augment these abilities with a reliable memory so that it could be consistent over extended timescales
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