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Algorithms & Systems
MODE:
~
8 minute
audio walk.
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It’s time to explore eight key ideas and takeaways.
First, a reminder about the philosophy of journalism.
Claims without sources ask for trust. Claims with sources invite verification.
Finally, 4 frequently asked “questions.”
1. Our first story.
Subject: Computer Filesystems.
By learning context, usage, and relationships, AI systems will organize, surface, and protect data automatically.
Now to clarify.
AI won’t just store files—it will understand them and shift file management from manual organizing to intent-based, automatic organization and backup.
That Computer Science FAQ,
was first published on TST 2 years ago.
2. Now for our second story.
Subject: Information Theory.
Information theory is the science of information and how it is encoded, transmitted, and preserved.
That takeaway is this.
Information theory explains how communication works at a structural level, independent of content. Developed by Claude Shannon, it introduced entropy as a way to measure uncertainty and information density. The field addresses compression, error correction, and secure transmission. While authors like Yuval Noah Harari use the term more broadly as a cultural metaphor, its technical core remains about transmission, not meaning, a crucial distinction in clear reasoning.
That Computer Science FAQ,
was first published on TST 1 year ago.
“Done.”
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(c) 2025-2026 TouchstoneTruth.
Writing and coding by Michael Alan Prestwood.
(c) 2025-2026 TouchstoneTruth.
Writing and coding by Michael Alan Prestwood.
