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The Dark Data IIoT Opportunity Is Hiding In Files You Already Own
The dark data opportunity in iiot that most manufacturers are missing.
You’ve already collected years of logs, reports, PDFs, maintenance records, and unstructured files — but most of it sits unused.
This “dark data” represents a massive hidden opportunity for predictive maintenance, process optimization, and quality improvements — often with faster ROI than deploying more sensors.
The challenge is turning messy, unlabeled archives into usable training data for AI.
The companies winning in 2026 will combine new IIoT streams with smart extraction from the data they already own.
Full analysis: [ https://creedtec.online/the-dark-data-iiot-opportunity-is-hi…ready-own/](https://creedtec.online/the-dark-data-iiot-opportunity-is-hi…ready-own/)
#IndustrialIoT #DarkData #IIoT #SmartFactory
Scientists May Have Reversed One Cause of Aging | MOONSHOTS
A new longevity breakthrough could change how scientists think about aging.
This discussion explores why discoveries like these could reshape the future of healthy aging.
This clip is from the following episode: • Mira Murati’s 975B Open Model, Ramin Hasan…
Recorded on July 16, 2026
Views are my own thoughts; not Financial, Medical, or Legal Advice.
Ramin hasani is the co-founder and CEO of liquid AI
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Wearable ultrasound patch boosts REM sleep without drugs or surgery
REM sleep disruptions have been associated with depression, anxiety and post-traumatic stress disorder (PTSD). Current approaches to sleep problems, including medication and behavioral therapy, may cause side effects or may not directly address the underlying factors that interfere with REM sleep.
Future Trials for Insomnia, Depression and PTSD
The team plans to conduct larger studies to verify the initial results and evaluate whether NEUSLeeP could help people with PTSD, depression and chronic insomnia. The researchers also see potential uses in home sleep monitoring, neuroscience research and personalized sleep treatments.
A Florida diver, after more than 20,000 dives, built an underwater nursery that grew 25,000 threatened corals for dying reefs
Along Florida’s barrier reef, the only living coral barrier reef in the United States and the third largest barrier reef system in the world, marine scientists and coastal communities have witnessed decades of severe ecological collapse. Widespread coral bleaching, rising sea surface temperatures, ocean acidification, and infectious conditions such as stony coral tissue loss disease have drastically reduced historic living coral cover across the Florida Keys.
Large File Support
19 years ago I bought version 6 of some software. I just started using it again after not using it for 17 years or so and it is at version 26 and my old registration is still valid so I still have the pro version! They don’t even sell this software anymore, they just rent it but they are honoring my old purchase!
The software is EmEditor. I originally used it for UTF-8 support but this support became more common with editors. I just used it because I was working with a fairly large text file at 12.5 GB. My main editor is 32-bit and couldn’t remotely handle this. I then tried Windows Notepad and Microsoft Word and they also laughed at the idea of editing such a big file.
EmEditor is capable of opening very large files — up to 16 TB or 1,099 billion lines — with only a little memory, leaving you free to work as large or small as you please.
What Samsara’s Insider Selling Really Signals For IIoT
Samsara insiders have sold a net $57 million over the past year, including major sales by the CEO and board member Marc Andreessen — while analyst coverage remains strongly bullish.
The gap between public optimism and sustained private divestment is the signal worth watching.
For manufacturers and fleet operators evaluating IIoT platforms: net insider selling over a 12-month window is a legitimate due-diligence input. It doesn’t override growth metrics, but it shouldn’t be dismissed as pure noise either.
Full analysis: [ https://creedtec.online/what-samsaras-insider-selling-really-signals-for-iiot/](https://creedtec.online/what-samsaras-insider-selling-really-signals-for-iiot/)
#IndustrialIoT #IIoT #Samsara
Samsara’s insider selling tops $57M as analysts stay bullish. Here’s what the pattern really signals for industrial IoT buyers and investors.