Tools, research, and shipped products at the intersection of machine intelligence and real-world product work. Workshop is the headline build; Research is the underlying thinking; Studio is the toolkit that powers everything else.
From EA attributes to bookmaker-grade match probability. Feature engineering, cross-gender valuation, calibration.
REPORT · MLWhy attribute-level signal beats value-level signal in predictive systems for the player-evaluation problem.
REPORT · GENERATIVEHow current video generation models actually compose motion, and the philosophy gaps blocking real cinematography.
REPORT · TASTEQuality discrimination in the LLM era. Why "good enough" is the wrong frame for AI output.
REPORT · SCIENCEPublic scientific evidence convergence is inversely associated with clinical development success. A counterintuitive finding.
Multi-model pipeline for character-consistent image generation and surgical AI editing via Nano Banana / Gemini.
TOOL · VIDEOStoryboard → Kling / Dreamina → ElevenLabs → ffmpeg master. Built for compound-action commercial-grade clips.
TOOL · DESIGNInteractive personal brand consultation. Side-by-side HTML comparisons. Produces a complete design system + frontend skill.
TOOL · PRE-PRODepartment agent teams (character, product, wardrobe, brand) with QC Director review. Locks visual reference before storyboarding.
TOOL · WRITINGPublication-ready white papers with academic citations + impressionist editorial cover images. Two-step assemble + wire pipeline.
TOOL · DECKSMBB-grade slide decks. Native PPTX or HTML/Marp. Action titles, kicker lines, MECE columns, in-chart takeaways.