TST Trainer

Story Mode

~ 8 minute audio walk.

Computer Science:

Algorithms & Systems

Story mode.

Eight key ideas and takeaways.

 

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.

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.

Now to clarify.

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.” 
Timelines, quotes, FAQs, and short explanations function as research anchors — designed to be reused, cross-linked, and updated as better evidence emerges.
The goal is not to persuade quickly. The goal is to build a stable framework where ideas can be tested honestly and lived with responsibly.
Refresh for another set.  
TST Trainer
(c) 2025-2026 TouchstoneTruth.
Writing and coding by Michael Alan Prestwood.
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