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Research log

Dated snapshots of work in progress: screenshots, figures and small milestones.

Taiwan Exam goes public

Taiwan ExamAgent Skill

The Agent Skill that has an AI write original GSAT practice exams went public on 28 September at 21:28, together with an 80-second trailer.

The last frame of the trailer
The last frame of the trailer

The pipeline is split into nine stages, each backed by a script: the model writes the questions, and the scripts only check, lock and stamp the pages.

The architecture strip on the research page
The architecture strip on the research page

The thinking behind the design is in this note.

LumiGrid now runs in the browser

LumiGridWebGPU

LumiGrid can now be tried on your own photo right on the site. Both networks run on the visitor's device; nothing is uploaded.

The browser version of LumiGrid: input on the left, result on the right, per-step timings on the side
The browser version of LumiGrid: input on the left, result on the right, per-step timings on the side

Compared pixel by pixel with PyTorch, the largest difference is a single grey level (63.9 dB). On the way I found that ONNX Runtime Web's WebGPU backend miscomputes convolutions with six input channels; the whole story is in the research note.

Research notesBack to the portfolio