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The Best of Applied Artificial Intelligence, Machine Learning, Automation, Bots, Chatbots

Overcoming The Limitations Of Large Language Models

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Overcoming The Limitations Of Large Language Models

Overview of approaches to complement the intelligence of large language models and to enhance LLMs with human-like cognitive skills.

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generative AI

Part 2. Generative AI: It Could Redefine “The Theory of Knowledge”

“The contemplation in natural science of a wider domain than the actual leads to a far better understanding of the actual.” —…

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generative AI

Part 1. Generative AI: Every Problem is an Information Problem

“But the overall pattern is clear: in case after case, when a model can be created and tested, it tends to perform…

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choose language model

Choosing The Right Language Model For Your NLP Use Case

Large Language Models (LLMs) are Deep Learning models trained to produce text. With this impressive ability, LLMs have become the backbone of…

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diffusion models

Introduction to Diffusion Models for Machine Learning

The meteoric rise of Diffusion Models is one of the biggest developments in Machine Learning in the past several years. Learn everything…

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DALL-E 2 explained

DALL·E 2, Explained: The Promise And Limitations Of A Revolutionary AI

DALL·E 2 is the newest AI model by OpenAI. If you’ve seen some of its creations and think they’re amazing, keep reading…

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Transformers and Multimodal ML

Transformers And Multimodal: The Same Key For All Data Types

The world of Machine Learning is undoubtedly fascinating, constantly growing, and capable of touching the most diverse sectors, from medicine to space…

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PaLM language model

10 Leading Language Models For NLP In 2022

The introduction of transfer learning and pretrained language models in natural language processing (NLP) pushed forward the limits of language understanding and…

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data capitalism

Data Capitalism: Innovation, Extraction, Social Conscience

How to advance social capital in a world increasingly governed by surveillance capitalism? About a year ago, I read Atlas of AI by Kate…

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image search

Similarity-Based Image Search for Visual Art

Similarity-based image search, also known as content-based image retrieval, has historically been a challenging computer vision task. This problem is especially difficult for…

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AI Research Summaries

PaLM language model

10 Leading Language Models For NLP In 2022

NeurIPS 2021 papers

NeurIPS 2021 – 10 Papers You Shouldn’t Miss

open-domain chatbots

State-of-the-art Approaches to Building Open-Domain Conversational Agents

task oriented chatbots

Key Research Advances in Building Task-Oriented Dialog Agents

dialog datasets

Novel Datasets For Open-Domain & Task-Oriented Dialogs

dialog system evaluation

New Ways to Evaluate Open-Domain Conversational Agents

Image Synthesis - ImageGAN

Novel AI Approaches For Marketing & Advertising

TOPBOTS Applied AI and machine learning for marketing attribution

State-Of-The-Art Approaches to Attribution in Marketing

TOPBOTS Applied AI and machine learning for marketing advertising campaigns

How to Optimize Your Marketing & Advertising Campaigns with Advanced AI

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