This post provides the theoretical foundation and practical insights needed to navigate the complexities of LLM development on Amazon SageMaker AI, helping organizations make optimal choices for their specific use cases, resource constraints, and business objectives. We also address the three fundamental aspects of LLM development: the core lifecycle stages,Continue Reading
Using artificial intelligence shortens the time to identify complex quantum phases in materials from months to minutes, finds a new study published in Newton. The breakthrough could significantly speed up research into quantum materials, particularly low-dimensional superconductors. The study was led by theorists at Emory University and experimentalists at YaleContinue Reading
The exponential miniaturization of electronic chips over time, described by Moore’s law, has played a key role in our digital age. However, the operating power of small electronic devices is significantly limited by the lack of advanced cooling technologies available. Aiming to tackle this problem, a study published in CellContinue Reading
Agentic Retrieval Augmented Generation (RAG) applications represent an advanced approach in AI that integrates foundation models (FMs) with external knowledge retrieval and autonomous agent capabilities. These systems dynamically access and process information, break down complex tasks, use external tools, apply reasoning, and adapt to various contexts. They go beyond simpleContinue Reading
Developing generative AI agents that can tackle real-world tasks is complex, and building production-grade agentic applications requires integrating agents with additional tools such as user interfaces, evaluation frameworks, and continuous improvement mechanisms. Developers often find themselves grappling with unpredictable behaviors, intricate workflows, and a web of complex interactions. The experimentationContinue Reading
To stay competitive, media, advertising, and entertainment enterprises need to stay abreast of recent dramatic technological developments. Generative AI has emerged as a game-changer, offering unprecedented opportunities for creative professionals to push boundaries and unlock new realms of possibility. At the forefront of this revolution is Stability AI’s family ofContinue Reading
Despite the ability of generative artificial intelligence (AI) to mimic human behavior, it often requires detailed instructions to generate high-quality and relevant content. Prompt engineering is the process of crafting these inputs, called prompts, that guide foundation models (FMs) and large language models (LLMs) to produce desired outputs. Prompt templatesContinue Reading
Knowledge Bases for Amazon Bedrock is a fully managed service that helps you implement the entire Retrieval Augmented Generation (RAG) workflow from ingestion to retrieval and prompt augmentation without having to build custom integrations to data sources and manage data flows, pushing the boundaries for what you can do inContinue Reading
sefa ozel/E+ via Getty Images J.P. Morgan started coverage on Amkor Technology (NASDAQ:AMKR) with an Overweight rating and a price target of $48. Analysts led by Peter Peng noted that the Tempe, Ariz.-based company is a key outsourced semiconductor assembly and test, or OSAT, supplier and a vital foundational semiconductorContinue Reading
imaginima/iStock via Getty Images ByteDance (BDNCE), the Chinese firm that owns TikTok, is collaborating with Broadcom (NASDAQ:AVGO) on an advanced AI chip with the aim of securing a stable supply of high-end chips and lowering procurement costs amid China-U.S. trade tensions, two sources told Reuters. Manufacturing of the 5 nanometerContinue Reading
