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Daily Edition · Page 2

THE DAILY INDEX

Technology, AI, software, security, crypto and business

GENERAL

TLDR

TLDR

WHAT WE LEARNED FROM A YEAR OF BUILDING WITH LLMS (PART I)

While the barrier to entry for building AI products has lowered, creating something effective beyond a demo remains a deceptively difficult endeavor. This series of articles identifies crucial lessons and methodologies for developing products based on large language models gathered by people who have been building real-world applications on top of ML systems over the past year. It is organized into three sections: tactical, operational, and strategic. This first part dives into the tactical nuts and bolts of working with large language models and shares best practices and common pitfalls around prompting, setting up retrieval-augmented generation, applying flow engineering, and evaluation and monitoring.

oreilly.com · 45 min

TLDR

HOW A.I. MADE MARK ZUCKERBERG POPULAR AGAIN IN SILICON VALLEY

When Meta released its AI, it made the technology freely available, largely the opposite of what Google, OpenAI, and Microsoft have done. Mark Zuckerberg has become the highest-profile technology executive to support and promote the open-source model for AI. While other companies are using a closed strategy to guard their technology, Zuckerberg believes that the technology is so important and the opportunities are so great that it should be made widely available so that everyone can benefit. The decision to open source Meta's AI tech was well-received and made Zuckerberg a lot more popular in tech circles.

nytimes.com · 10 min

TLDR

A MYOPIA EPIDEMIC IS SWEEPING THE GLOBE. HERE'S HOW TO STOP IT

Studies from around the world are finding an increased rate of incidences of pathologically stretched eyeballs among children compared with pre-pandemic levels. The pandemic saw real-life classrooms and playgrounds give way to virtual meetings and digital devices, increasing the time that children spend focusing on screens and other nearby objects significantly. This shift has caused their eyeballs to lengthen to accommodate short-vision tasks. An hour of extra outdoor break time every day can markedly reduce the incidence of short-sightedness.

nature.com · 17 min

TLDR IndexPage 2