Generative Agents

6 Posts

Amazon Onboards Adept: Amazon adds majority of Adept AI staff to boost agentic AI capabilities
Generative Agents

Amazon Onboards Adept: Amazon adds majority of Adept AI staff to boost agentic AI capabilities

Amazon hired most of the staff of agentic-AI specialist Adept AI in a move that echoes Microsoft’s absorption of Inflection in March.
Benchmarks for Agentic Behaviors: New LLM benchmarks for Tool Use and Planning in workplace tasks
Generative Agents

Benchmarks for Agentic Behaviors: New LLM benchmarks for Tool Use and Planning in workplace tasks

Tool use and planning are key behaviors in agentic workflows that enable large language models (LLMs) to execute complex sequences of steps. New benchmarks measure these capabilities in common workplace tasks. 
Scalable, Instructable, Multiworld Agent
Generative Agents

One Agent, Many Environments: SIMA, a system that understands and plays diverse 3D video games

AI agents are typically designed to operate a particular software environment. Recent work enabled a single agent to take actions in a variety of three-dimensional virtual worlds.
Cutting the Cost of Pretrained Models: FrugalGPT, a method to cut AI costs and maintain quality
Generative Agents

Cutting the Cost of Pretrained Models: FrugalGPT, a method to cut AI costs and maintain quality

Research aims to help users select large language models that minimize expenses while maintaining quality.
Learning Language by Exploration: Agent develops language skills through simulated exploration tasks
Generative Agents

Learning Language by Exploration: Agent develops language skills through simulated exploration tasks

Machine learning models typically learn language by training on tasks like predicting the next word in a given text. Researchers trained a language model in a less focused, more human-like way.
LLMs Get a Life: The generative agents that mimic human behavior in a simulated town
Generative Agents

LLMs Get a Life: The generative agents that mimic human behavior in a simulated town

Large language models increasingly reply to prompts with a believably human response. Can they also mimic human behavior?

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