AI-driven pattern matching tests demand adjustments against production schedules, even within frozen planning periods that traditionally couldn't be modified.
AI
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Anthropic Copied Features and Cut Off Subscription Access
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The defaults were tailored for subscription use before Anthropic copied our features and then cut us off
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Google’s Magika 1MB AI Model Detects Malware Disguised as PDFs
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Google released a 1MB AI model that quickly catches malware disguised as PDFs.
— AlphaSignal AI (@AlphaSignalAI) 20 avril 2026
Magika is an open source file detection system.
It doesn't trust file extensions.
Instead, it reads the actual content to figure out what a file really is.
That means malware disguised as a PDF… pic.twitter.com/b7LRgu68kuGoogle released a 1MB AI model that quickly catches malware disguised as PDFs. Magika is an open source file detection system. It doesn't trust file extensions. Instead, it reads the actual content to figure out what a file really is. That means malware disguised as a PDF
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Unified MES Platform Cuts Inventory 15% Improves Capacity
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15% inventory reduction and 12% better capacity utilization from unified MES platform. Eyelit Technologies combines demand planning, production scheduling, and shop-floor execution where competitors separate them. #coreflux_ai #adlib_iiot #tronics_ai #skkynet_ai #HM26 pic.twitter.com/8ZM4jJ1KjE
— Lucian Fogoros (@fogoros) 20 avril 202615% inventory reduction and 12% better capacity utilization from unified MES platform. Eyelit Technologies combines demand planning, production scheduling, and shop-floor execution where competitors separate them. #coreflux_ai #adlib_iiot #tronics_ai #skkynet_ai #HM26
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Clear Content Beats Hype in AI Communication
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For anyone creating content in AI: We’re in a space where hype spreads fast.
Which makes this even more important. Clear > flashy.
Useful > viral. -

The Hidden Cost of Wasting 125,000 Hours
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I just wasted 125,000 hours of people’s time.
At least… that’s what I thought at first. A while ago, I gave a 1-hour workshop to ~100 people.
And I remember thinking: “If this is bad… that’s 100 human hours gone.” That idea stuck with me. So today, out of curiosity, I -
Optimizing for Respect Over Retention in Tech Design
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One way I’m starting to think about this: Instead of optimizing for retention, optimize for respect.
Respect for people’s time, attention, and expectations. It’s a higher bar. -

AI21Labs Chroma Baseten Panel on Modern AI Systems Optimization
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Attending #AIDev26 by @DeepLearningAI
? Join @AI21Labs
, @trychroma + @Baseten for a panel on optimizing modern AI systems. Drinks. Nikkei food. No fluff. April 28 | 5PM | Kaiyō SF Register → http://
luma.com/7xdn3mke/?utm_
source=org-twitter
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Elsevier Hiring Day Mexico City Senior Software Engineer
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Are you in tech and job seeking? Get hired! Elsevier is hiring in Mexico City. They’re launching a new tech hub and hosting an on-site hiring day with same-day outcomes. Apr 21–22 8 AM–8 PM
Meet their teams. Interview. Get hired. Apply now https://
relx.wd3.myworkdayjobs.com/ElsevierJobs/j
ob/Mexico/Senior-Software-Engineer-Fullstack—Hiring-Day_R112006-1
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Open Source vs Closed Source: Data Ownership and Control
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Open Source vs Closed Source.
Owning your data vs giving a company access to your data on their servers.