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Industry

I hate that I don’t hate this song made with Suno

1010Benja won’t apologize for using AI. | Image: 1010Benja / Instagram I would never go so far as to say there's no place for AI in music (I'm a fan of Holly Herndon, after all). But I generally find music made with generative AI to be offensively boring, especially the outputs of Suno. So I'm having a bit of a tough time processing the fact that I actually quite enjoy 1010Benja's "Semiramis' Dream." Benja has been unapologetic about his use of generative AI on his latest EP, Time Has Nothing To Do With What You Choose… The other three tracks can't quite hold a candle to what you find on 2024's Ten Total. But the opener "Semiramis' Dream" is infectious. It explodes out of the speakers with a jungle beat and Be … Read the full story at The Verge.

The Verge·Jul 19, 2026
Research

Backpropagation Explained for Beginners (Part 1): Building the Intuition

Let's discover how neural networks learn, step by step The post Backpropagation Explained for Beginners (Part 1): Building the Intuition appeared first on Towards Data Science.

Towards Data Science·Jul 19, 2026
Industry

The FBI reportedly won’t investigate ICE anymore

ICE agents hide behind masks while skulking through the halls of immigration court | Image: Michael Nigro/Pacific Press/LightRocket via Getty Images According to the New York Times, federal agents have been told that the FBI will no longer be investigating confrontations involving ICE agents. The DHS and DOJ denied the change in policy to The Times. The reported change in guidance follows renewed scrutiny of violence by ICE agents who have killed two people in the last two weeks. The shootings in Maine and Texas were just the latest civilian deaths at the hands of ICE agents, who have attempted to intimidate witnesses following its recent spate of high-profile killings. The new guidance would end FBI investigations of assaults against DHS agents. The government has aggressively pursu … Read the full story at The Verge.

The Verge·Jul 19, 2026
Industry

TechCrunch Mobility: The battle over robotaxi rules

Welcome back to TechCrunch Mobility, your hub for the future of transportation and now, more than ever, how AI is playing a part.

TechCrunch·Jul 19, 2026
AI Agents

Working with Claude Code: When the Ministry of Small Mistakes takes over.

A brief developer s guide to surviving the unblinking confidence of agentic tools.Continue reading on Medium »

Medium AI·Jul 19, 2026
AI Agents

AI Loop Engineering: Beyond Prompt Engineering

Picture a chef in a busy kitchen. She tastes the soup. It needs more salt. She adds a little, tastes again. Still not right. She adds a Continue reading on Medium »

Medium AI·Jul 19, 2026
Industry

Orchid is a delightfully retro and approachable hipster synth

A modern tribute to electric chord organs which were basically giant harmonicas connected to a fan. | Photo: Terrence O’Brien / The Verge In 2017, I bought an old Magnus chord organ off Craigslist for $10. It's one of my favorite music gear purchases. Electric chord organs let you play full chords with just a press of a button, making them perfect for aspiring singer-songwriters or fooling around at home. But chord organs largely fell out of favor in the '80s, as digital keyboards like those from Casio grew in popularity. The Telepathic Instruments Orchid attempts to recapture some of that simple parlor instrument magic. Just like those vintage electric chord organs, the Orchid allows you to play rich chord progressions without having to master a ton of theory or complex fing … Read the full story at The Verge.

The Verge·Jul 19, 2026
Industry

Birdfy’s solar-powered smart feeder is down to one of its best prices

It comes with a solar panel so you don’t need to worry about charging as much during the summer. | Image: Netvue Birdfy has kicked off a midyear sale, taking up to 40 percent off a range of its smart bird feeders. One of the best deals is on Netvue’s Birdfy Feeder AI-Powered Smart Bird Feeder with Camera, which has dropped to $149.99 at Birdfy and is its second-best price to date. The bundle, which includes a solar panel and lifetime AI bird identification at no extra cost, comes with a $259.99 list price, saving you $110. Birdfy Feeder Where to Buy: $259.99 $149.99 at Birdfy (solar-powered) The feeder features a wide-angle 1080p camera with color night vision, allowing you to watch birds in clear detail day or night. It also sends real-time motion alerts to the Birdfy app, where you can watch the livefeed or short, recorded videos, as well as learn more about the birds that visit your feeder. The included AI can identify more than 6,000 bird species without requiring a subscription, a

The Verge·Jul 19, 2026
Research

Loop Engineering for RAG Question Parsing: The Small Loop That Runs Before Retrieval

Enterprise Document Intelligence [Vol.1 #6quinquies] - Prompt engineering, then context engineering, then loop engineering. On the question side, the loop is small by design: read the doc, ask what is missing, re-parse. The post Loop Engineering for RAG Question Parsing: The Small Loop That Runs Before Retrieval appeared first on Towards Data Science.

Towards Data Science·Jul 19, 2026
Industry

‘Odyssey’ director Christopher Nolan calls AI an obvious ‘Trojan horse’

"Everybody knows the Greeks are inside."

TechCrunch·Jul 19, 2026
Industry

Nonprofit Current AI is racing to build the World Wide Web of AI, free for all

Current AI, a non-profit building AI that leaves no one culture behind, has made remarkable progress across devices, AI chat and more.

TechCrunch·Jul 19, 2026
AI Agents

How to Make $5000/Month with AI Side Hustles in 2026 (No Experience Needed)

How to Make $5000/Month with AI Side Hustles in 2026 (No Experience Needed)Continue reading on Medium »

Medium AI·Jul 19, 2026
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