IBM Journey to AI blog

FEBRUARY 13, 2024

The quality of outputs depends heavily on training data, adjusting the model’s parameters and prompt engineering, so responsible data sourcing and bias mitigation are crucial. Imagine training a generative AI model on a dataset of only romance novels.

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Unite.AI

SEPTEMBER 19, 2024

Environmental Costs On the other hand, we can’t ignore the environmental cost of AI itself. The training and operation of large AI models consume enormous amounts of energy, contributing to increased power demands and, by extension, carbon emissions.

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Unite.AI

MAY 28, 2024

Why In-house AI Chip Development? Making AI Computing Energy-efficient and Sustainable The current generation of AI chips, which are designed for heavy computational tasks, tend to consume a lot of power , and generate significant heat. This has led to substantial environmental implications for training and using AI models.

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NVIDIA

NOVEMBER 12, 2024

A report in the Japan Times said the nation is expected to face an 11 million shortage of workers by 2040. Industrial and physical AI-based systems are today becoming accelerated by a three computer solution that enables robot AI model training, testing, and simulation and deployment.

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AWS Machine Learning Blog

APRIL 22, 2024

Set the right data foundations As a CEO aiming to use generative AI to achieve sustainability goals, remember that data is your differentiator. The AWS Generative AI Innovation Center can assist you in the process with expert guidance on ideation , strategic use case identification, execution, and scaling to production.

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Unite.AI

JULY 26, 2024

AI's Power Consumption Trends and Challenges AI's rapid advancement has led to an exponential increase in computational demands. Training complex AI models, particularly deep learning models, requires significant computational power.

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Chatbots Life

APRIL 19, 2024

Two Generative AI models are generative adversarial networks (GANs) and transformer-based models. Transformer-based models, such as GPT, specialize in generating text. GitHub Copilot: An AI code assistant enhancing code writing efficiency. It analyzes existing data to discover patterns and generate new content.

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