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Ryan Murray

Artist and technologist

ProTrailblazer.com

AI education journal.

Year
2026
Role
Owner
Mix
  • Web 40
  • Teaching 20
  • AI 20
  • Design 20
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protrailblazer.comOpen site (opens protrailblazer.com in a new tab)
protrailblazer.com, liveUse the site above. If it does not load, use Open site.
Diffusion: noise to imageOpen site (opens protrailblazer.com in a new tab)
Diffusion: noise to image, liveUse the site above. If it does not load, use Open site.

Real diffusion math, live: noise becomes an image step by step. Switch the prompt, guidance and step count.

TypeSafe batch judgmentOpen site (opens protrailblazer.com in a new tab)
TypeSafe batch judgment, liveUse the site above. If it does not load, use Open site.

One batch of 80 messages, triaged by an agent loop and by typed answers, scored on time, cost and malformed output.