Engagement on LinkedIn, as of 2026-10-19

Reactions
62
Comments
12
Impressions
1,686
Engagements
114

Source: LinkedIn activity page (reactions, comments, reposts) and LinkedIn creator analytics export (impressions, engagements).

[ 3D Edu ]: How LLMs Work in 3D

From your keystrokes to the model's next word: tokenizer, embeddings, 96 layers of attention and experts, a 200,000-way dice roll and the loop that runs it all again. Updated for the MoE + reasoning-model era.

#LLM
#AI

Video · 1:37 · Recording of Venkata's 3D LLM explainer (prompt, tokenizer) and site pages

First published on LinkedIn on Jul 17, 2026, 7:36 PM UTC (original). Kept here in full so it stays available; the media are this site's copies of the ones on LinkedIn, also in Venkata Pagadala - Universe.

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