Just heard from Andy Markus, Chief Data Officer at @ATT
, on how #AI is driving about $2.5B of value annually with 50% coming from his team & 50% from other parts of the business. Exciting to see democratization of AI across the company! #H2OWorldIndia #digitaltransformation
INNOVATION
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AT&T Generates $2.5B Annual Value Through Democratized AI
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Self-Organizing Maps Solve Traveling Salesman Problem Efficiently
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Traveling Salesman Problem is a well-known challenge which consists in finding the shortest route possible that goes through all cities only once. With 15 cities, that's 44 billion possibilities! A new approach using Self-Organizing Maps now solves it https://
diego.codes/post/som-tsp/ -
AI image creator rejects photo award over authenticity concerns
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The camera never lies? Creator of #AI image rejects prestigious photo award:
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SpectFormer Improves Vision Transformers via Frequency Attention
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Microsoft & Bath U’s SpectFormer Significantly Improves Vision Transformers via Frequency and Attention https://
syncedreview.com/2023/04/18/mic
rosoft-bath-us-spectformer-significantly-improves-vision-transformers-via-frequency-and-attention/
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MLflow 2.3 Releases New LLM Management and Deployment Features
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Introducing #MLflow 2.3! The latest release makes it easier than ever to manage & deploy #LLMs (including Dolly 2.0!) and is packed with innovation including 3 new model flavors: HuggingFace Transformers, OpenAI functions & LangChain. See what’s new! https://
bit.ly/40eO4fP -
H2O World Comes to India for First Time
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H2O World comes to India for the first time, coinciding with the rise of AI and Data Science talent in the country! Read more here: http://
ow.ly/ovJa50NMnPm #AI #DataScience #H2OWorldIndia -
Salesforce Integrates Generative AI into CRM Platform
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Salesforce bring Generative AI to Customer Relationship Management.#AI will enhance customer relationships & experiences. https://t.co/N4QMY8IzII
— AI (@DeepLearn007) 18 avril 2023Salesforce bring Generative AI to Customer Relationship Management. #AI will enhance customer relationships & experiences.
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Mars College launches livecoding club for experimental learning
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love it! we are off for the season until next year, but at http://
mars.college we have a little livecoding club — i want to push more of these kinds of experiments into it. -
Unpredictable Performance Spikes in Scaling Neural Networks
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I think this is a reasonable point in theory. In practice, we don't have those model sizes. But assuming that we did, I think there's still something interesting going on with emergence, e.g., "We can't predict a performance spike at say 10B with models from 5B, 4.9B, 4.8B…"
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Iterative LLM Programming with Generated Knowledge Approach
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Coding iteratively starting with "generated knowledge" — a similar approach may be used to have the LLM write a book. An example of LLM prompting for programming https://
bit.ly/41H00bD