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LLM Agents Underscore One Truth: Data Is The Real Differentiator.

Towards AI

Last Updated on November 9, 2024 by Editorial Team Author(s): Houssem Ben Braiek Originally published on Towards AI. We don’t have better algorithms; we just have more data. Since 2011, Peter Norvig’s words underscore the power of a data-centric approach in machine learning. That early obsession with algorithms was vital.

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10 Graphs That Sum Up the State of AI in 2023

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The Stanford Institute for Human-Centered Artificial Intelligence (HAI) has assembled a year’s worth of AI data providing a comprehensive picture of today’s AI world, as they have done annually for six years. But for a snapshot of the entire set of findings, below are 10 charts capturing essential trends in AI today.

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The Meeting of the Minds That Launched AI

Hacker News

The Dartmouth Summer Research Project on Artificial Intelligence , held from 18 June through 17 August of 1956, is widely considered the event that kicked off AI as a research discipline. All six contributed to AI, computer science, or related fields in the decades following the Dartmouth workshop. This makes perfect sense.

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OPINION: The world is changing fast. Students need data science instruction ASAP

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Netflix machine-learning algorithms, for example, leverage rich user data not just to recommend movies, but to decide which new films to make. Generative AI algorithms, like those used to create ChatGPT, train on large language datasets. A blockchain is in essence a large database, decentralized among many users.

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From checkers to chess: A brief history of IBM AI

IBM Journey to AI blog

While the growing popularity of consumer AI chatbots have led many companies to recently enter the artificial intelligence (AI) space, IBM’s journey with AI has been decades in the making. In the following two decades, IBM continued to advance AI with research into machine learning, algorithms, NLP and image processing.

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Samsung Medison buys healthcare focused AI firm Sonio for $92.7M

Dataconomy

On Wednesday, Samsung Medison, a subsidiary of Samsung Electronics focused on diagnostic imaging technology, announced its intention to purchase Sonio, a Paris-based company that develops AI-enhanced software for ultrasound procedures, for approximately $92.7 What does AI-powered Sonio Detect do? million (KRW 126 billion). In the U.S.,

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Understanding Reinforcement Learning and Multi-Agent Systems: A Beginner’s Guide to MARL (Part 1)

Towards AI

Author(s): Arthur Kakande Originally published on Towards AI. A popular algorithm used for training a single agent is the Q-learning algorithm. The algorithm works by helping the agent estimate a reward from performing different actions in different states. When we learn by grouping similar items, we call it clustering.