Unite.AI

FEBRUARY 16, 2024

Symbolic AI , a classical approach using logic and symbols for knowledge representation and manipulation, excels in abstract and structured problems like mathematics and chess but needs help scaling and integrating sensory and motor data. Similarly, OpenAI's GPT-3 generates coherent and diverse texts across various topics and tasks.

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Neural Network Machine Learning Algorithm Natural Language Processing 190

AWS Machine Learning Blog

NOVEMBER 22, 2023

Roy from Qualcomm AI. Amazon Elastic Compute Cloud (Amazon EC2) DL2q instances, powered by Qualcomm AI 100 Standard accelerators, can be used to cost-efficiently deploy deep learning (DL) workloads in the cloud. DL2q instances are the first instances to bring Qualcomm’s artificial intelligent (AI) technology to the cloud.

BERT 120

BERT Deep Learning Python Auto-classification 120

ODSC - Open Data Science

NOVEMBER 21, 2024

Understanding the Core Limitations of Large Language Models: Insights from Gary Marcus Gary Marcus, a leading voice and critic of AI, shared his thoughts in a recent podcast, where he explored LLMs’ limitations, the need for hybrid AI approaches, and more. Led Global AI Alliance, the latest in AI investments, & more.

Data Science 40

Data Science Hybrid AI Large Language Models Deep Learning 40

deepsense.ai

NOVEMBER 14, 2023

OpenAI used this approach to make ChatGPT by ensuring that GPT3/4 will not set off on racist rants, etc., by finetuning it to score highly on a reward model trained for OpenAI-preferred ideological biases. 2023 Witscript 3: A hybrid AI system for improvising jokes in a conversation , Toplyn J., Galstyan A. Cresswell J.C.,

Generative AI 111

Generative AI ML Prompt Engineer Prompt Engineering 111

ODSC - Open Data Science

DECEMBER 2, 2024

Marcus’s views provide a deep dive into why LLMs, despite their breakthroughs, are not suited for tasks requiring complex reasoning and abstraction. This blog explores Marcus’s insights, addressing LLMs’ inherent limitations, the need for hybrid AI approaches, and the societal implications of current AI practices.

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Large Language Models Hybrid AI Deep Learning OpenAI 40