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Real-world AI use cases beyond models: tools that apply machine learning in everyday decisions

Discussions about artificial intelligence are still centered on models themselves. People argue about parameters, training data, and benchmark scores, as if AI only exists inside research papers or demo interfaces. This focus creates a distorted picture. In practice, the most impactful uses of machine learning are not visible as “AI products” at all. They exist […]

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Hisense TV Universal Remote Codes & Programming Guide

Setting up a universal remote with your Hisense TV simplifies control over multiple devices. This article lists codes from various sources and explains the main ways to program them. These details come from reliable online guides focused on remote pairing. Understanding Universal Remote Codes Universal remotes work by sending signals that match your TV’s receiver.

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Sony Forms Joint Venture with TCL for TV and Home Audio Business

Sony Corporation and TCL Electronics Holdings Limited have agreed to establish a joint venture that will take over Sony’s home entertainment operations, including televisions and home audio products. TCL will hold a 51% stake, while Sony retains 49%. This move aims to combine strengths from both companies to strengthen their position in the global market.

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Texas Sues Five Major TV Makers Over Secret Screenshot Collection

Texas Attorney General Ken Paxton has filed lawsuits against five leading television manufacturers, claiming they use technology to capture screenshots of what people watch without clear consent. The cases target Sony, Samsung, LG, Hisense, and TCL. Filed in mid-December 2025, the complaints focus on Automated Content Recognition (ACR), a built-in system in smart TVs. ACR

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10 Python Automation Myths That Stop Beginners From Starting

Myths kill more Python automation dreams than actual difficulty. People convince themselves they’re not smart enough, too old, or lack the right background. They read horror stories about years of study and assume automation is only for “real programmers.” Most of these beliefs are completely wrong. They persist because they sound reasonable and give people

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