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Improve LLM performance with human and AI feedback on Amazon SageMaker for Amazon Engineering

AWS Machine Learning - AI

To increase training samples for better learning, we also used another LLM to generate feedback scores. We present the reinforcement learning process and the benchmarking results to demonstrate the LLM performance improvement. This method addressed the RAG limitation and further improved the bot response quality.

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The AI continuum

CIO

Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. Downsides: Not generative; model behavior can be a black box; results can be challenging to explain. Model sizes: Uses algorithmic and statistical methods rather than neural network models.

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Sport analytics leverage AI and ML to improve the game

CIO

Computer vision, AI, and machine learning (ML) all now play a role. Computer vision transforms tennis coaching For 2023’s Billie Jean King (BJK) Cup, the International Tennis Federation (ITF) partnered with Microsoft to develop an AI-based platform that provides in-match insights to help coaches fine-tune player performance.

Sport 296
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Real Insights to Future Business Performance Requires Performance Intelligence Solutions

Perficient

Without insights into future performance, businesses risk stagnation or failure. Once insights to drivers of profitability are realized, predicting future profitability and performance is an increasingly difficult challenge. Performance Intelligence Solutions leverage both Artificial Intelligence and Machine Learning.

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Why CIOs should invest in digital through economic headwinds

CIO

Approximately 34% are increasing investment in artificial intelligence (AI) and 24% in hyper-automation as well. By removing it and investing in digital skills, analysts believe organisations can create a more engaged workforce that’s better equipped to sustain future performance.

Security 358
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SAP adds more tools for developers on its platform

CIO

While artificial intelligence is a key focus at SAP’s user conference, Sapphire, this year, the company has announced that it is also enhancing its Business Technology Platform — application development and automation, data and analytics, integration, and AI capabilities — by adding features to extend its components’ functionality.

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LaLiga transforms fan experience with AI

CIO

The country’s premier football division, LaLiga, is leveraging artificial intelligence and machine learning (ML) to deliver new insights to players and coaches, and to transform how fans enjoy and understand the game. It has also developed predictive models to detect trends, make predictions, and simulate results.