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The paper: https://www.science.org/doi/10.1126/science.ade8450
How computing with Different Colours of Light works: https://youtu.be/mt8I71VUazw.

00:00 — Photonic Chips.
06:38 — Backpropagation Problem.
07:38 — Training NN with Light.
12:27 — Challenges of Photonic Chips.
13:46 — Investments in Photonics.

This video was sponsored by Brilliant.

July 11 (Reuters) — Alphabet’s Google (GOOGL.O) was accused in a proposed class action lawsuit on Tuesday of misusing vast amounts of personal information and copyrighted material to train its artificial intelligence systems.

The complaint, filed in San Francisco federal court by eight individuals seeking to represent millions of internet users and copyright holders, said Google’s unauthorized scraping of data from websites violated their privacy and property rights.

“Google does not own the internet, it does not own our creative works, it does not own our expressions of our personhood, pictures of our families and children, or anything else simply because we share it online,” the plaintiffs’ attorney Ryan Clarkson said in a statement.

The recent rise of powerful large language models (LLMs) has revolutionized the field of natural language processing (NLP).

The performance of these generative models is largely dependent on users’ prompts, which are becoming increasingly detailed and complex.

A Google Trends search reveals a hundredfold increase in popularity for the term “prompt engineering” over the last six months, and social media is teeming with novel prompting tips and templates.

SAN FRANCISCO, July 11 (Reuters) — International Business Machines (IBM) (IBM.N) is considering the use of artificial intelligence chips that it designed in-house to lower the costs of operating a cloud computing service it made widely available this week, an executive said Tuesday.

In an interview with Reuters at a semiconductor conference in San Francisco, Mukesh Khare, general manager of IBM Semiconductors, said the company is contemplating using a chip called the Artificial Intelligence Unit as part of its new “watsonx” cloud service.

IBM is hoping to take advantage of the boom in generative AI technologies that can write human-like text more than a decade after Watson, its first major AI system, failed to gain market traction.

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Stay curious, practice humility, and focus on others.