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LLM Powered Autonomous Agents

Building agents with LLM (large language model) as its core controller is a cool concept. Several proof-of-concepts demos, such as AutoGPT, GPT-Engineer and BabAGI, serve as inspiring examples. The potentiality of LLM extends beyond generating well-written copies, stories, essays and programs; it can be framed as a powerful general problem solver. Agent System Overview In a LLM-powered autonomous agent system, LLM functions as the agent’s brain, complemented by several key components:
Shinn Labash Toolformer Schick Prompt Engineering Planning Domain Definition Language World Env Alfworld Env

The surprising link between intelligence and time in solving complex problems

A new study conducted by researchers from the Berlin Institute of Health at Charite (BIH) and Charite - Universitatsmedizin Berlin sheds light on the intricate workings of the human brains decision-making processes. Contrary to conventional wisdom, the study reveals that individuals with higher intelligence tend to take more time to solve difficult problems
Berlin Institute Of Health At Charite Nature Communications Berlin Institute Decision Making Process Brain Synchrony Working Memory
Source: theweek.in

Wellness Check: Exercise | 2 Minute Medicine

Lifestyle interventions improve several markers in metabolic associated fatty liver disease 1. In this systematic review and meta-analysis, a low carbohydrate diet, aerobic training, and resistance training significantly improved multiple markers in metabolic associated fatty liver disease (MAFLD). 2. Although both aerobic and resistance training were effective interventions in MAFLD, resistance training was more effective
Joanna Briggs Institute Critical Appraisal Rating Level Nhealthy Diets Lifestyle Modification Liver Disease Older Adults

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BBCNEWS Nicky Campbell June 4, 2024 08:45:00

Of the recent my injury was so bad was because i have ridden horses my whole life, i do not any more because it is safe and i cannot find my head again. โ€”โ€” it is not safe. that was kind of the final thing, my brain went no, you cannot hit me any more. ~ . , ., brain went no, you cannot hit me any more. ~ . i. . more. well, what you said about lockdown makes _ more. well, what you said about lockdown makes absolute - more. well, what you said about| lockdown makes absolute perfect sense, all ...
Someone Else Working Memory Washing Up

"Spatial computing" enables flexible working memory | MIT News | Massachusetts Institute of Technology

The brain creates distinct spaces in the cortex for each general rule and controls those patches with brain rhythms, a concept called โ€œspatial computing.โ€ This explains how the brain can easily sustain a consistent understanding of a process even when the specific contents keep changing.
Mikael Lundqvist Jonas Rose Earlk Miller Scott Brincat Pawel Herman Timothy Buschman
Source: mit.edu

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