Generative AI

The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

An analysis of GPT-4V, a large multimodal model with visual understanding, discussing its capabilities, input modes, working modes, prompting techniques, and potential applications in various domains.

by Zicheng Liu

GPT-4V Safety and Deployment Preparation

Analysis of safety preparations and evaluations for GPT-4V, a multimodal language model with image analysis capabilities, including early access testing, red teaming, and mitigations for potential risks and limitations.

by OpenAI.

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NFX’s Generative Tech Open Source Market Map

A Survey on Large Language Model based Autonomous Agents

A comprehensive survey on large language model (LLM)-based autonomous agents, including their architecture design, application domains, and evaluation strategies.

by Chen Ma

AgentBench: Evaluating LLMs as Agents

Evaluating Large Language Models (LLMs) as agents in interactive environments, highlighting the performance gap between API-based and open-source models, and introducing the AgentBench benchmark.

by Chenhui Zhang

2 highlights

Artificial Intelligence and Aesthetic Judgment

An exploration of aesthetic judgments and interpretations of generative AI, drawing parallels to the evaluation of art and questioning the notion of authenticity in AI-generated media.

by Andrew Gelman.