No Bullshit AINo Bullshit AIno-bullshit-aiCannabis Courseby Distru00 XP
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How It Keeps Track of a Sentence

Word order changes meaning, and "it" has to point at something. Older AI read one word at a time and forgot the start of long messages. Today's AI lets every word look back at every other word at once. That one idea is what made chat AI possible, and it also explains its limits.Why word order breaks simple word-counting, how older models read one word at a time and lost track, how attention lets every word weigh every other word directly, and the three shapes of transformer model you will meet: readers, writers, and translators.From recurrent networks and their long-range memory problem to self-attention (queries, keys, values), transformer blocks, the quadratic cost of context, and encoder-only, decoder-only and encoder-decoder architectures with the jobs each fits.

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A name and an email, once. The whole course is free, nothing is sold to you, and your place is kept so you can pick it up on your phone later.A name and an email, once. The course is free; the account exists so your progress and your level on the dial follow you between devices, and so you can be issued a certificate at the end.name + email. free. account carries completion state, data-level and certificate issuance.

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We store your name, your email, which lessons you open and which you finish, and the reading level you use. Distru can see that. Nothing is charged and nothing is sold on.Stored: name, email, which lessons you open and complete, and your level on the dial. Distru staff can see it. No payment, no third-party advertising trackers.stored: name, email, per-lesson view + completion, data-level. visible to Distru. no payment, no ad-tech, no third-party pixels.

Adapted from Microsoft's AI for Beginners (Lesson 16: Recurrent neural networks, Lesson 18: Transformers), MIT License. Rewritten for cannabis operations; not endorsed by Microsoft.