How AI, RAG, and Agents Transform Mainframe Operations! https://
youtu.be/RNYdP6CYrOw?si
=m_U-LKsGnsMgMA9d
… via @YouTube #AI #artificialintelligence #AIagent #RAG #AgenticAI #technology #tech #mainframe @SpirosMargaris @PawlowskiMario @mvollmer1 @gvalan @ipfconline1 @LaurentAlaus @Shi4Tech @Fisher85M
GENERATIVE AI
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AI RAG Agents Transform Mainframe Operations
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Claude Opus 4.7 Token Usage Increases Effective Pricing Significantly
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I upgraded my Claude token counter tool to compare different models and Opus 4.7 does appear to use 1.46x times the tokens for text and up to 3x the tokens for images – it's priced the same as Opus 4.6 on a per-token basis so this is actually a pretty big price bump
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AI Capability Scaling: From 4.6 to ASI Levels
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4.6 → 3T
4.7 → 6T
4.8 → 10T
4.9 → ???
5.0 → AGI
6.0 → ASI
7.0 → ASI2
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Enneagram Type Fives and LLM Knowledge Base Psychosis
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Yeah I've seen it a few times now, all the Enneagram type fives get one shotted into AI psychosis when they discover LLM knowledge bases 🙂 And an especially a strong fit when you have a lot of pre-existing data to insert into it.
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Post-training compute opportunity cost: LLMs cannot beat Stockfish
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I think the better mental model is there’s a fixed amount of post-training you can do and every bit of compute you spend on chess has an opportunity cost in other, more useful capabilities. And no modern LLM, with any amount of training, would beat Stockfish, so why try?
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API costs declining increase value for AI applications
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Totally, and now that the API costs are coming way down they are even more valuable.
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NSA Uses Anthropic Claude Mythos Despite Security Concerns
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Claude Mythos is just too good Despite labeling Anthropic a "supply chain risk," the National Security Agency is reportedly using its powerful Mythos Preview.
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Claude Mimics Anxiety But Doesn’t Experience It
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OMG. Let’s get one thing straight. Claude doesn’t get anxious.
— Gary Marcus (@GaryMarcus) 19 avril 2026
It mimics people who get anxious.
Those two things are NOT the same.
My head is shaking so much I need medical attention. https://t.co/zSUP6cod3uOMG. Let’s get one thing straight. Claude doesn’t get anxious. It mimics people who get anxious. Those two things are NOT the same. My head is shaking so much I need medical attention.
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AI automates daily content analysis into executive reports
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This is less work. Let the AI read 40,000 posts a day and write you a report: