Personal blog & consulting
Hi, I'm Oğuzhan.
I write, build and advise at the intersection of technology and creativity.
I think about AI-assisted production, transformation in the gaming and film industries, and marketing strategy. I share what I learn here, in plain language.
Featured Posts
Jev confidence and RLCD: calibrated doubt beats chat bravado
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Open image weights, Google’s agent runtime, and AI that botches money advice
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OpenAI misalignment reporting framework, explained
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AI agents met the real world: Sunday bulletin, 14 to 20 September 2026
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Jev primitives: Choice, Score, and Noul in working code
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AI agents break the sandbox: September 20 cyber digest
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TypeSafe Jev: a System One decision model for software, not chat
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OpenAI misalignment reporting framework: what operators should file
A desk-side checklist for OpenAI’s three disclosure tracks, the first six cases, and what voluntary reporting still leaves opaque.
Continue readingWhat I Do
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01
Vibe Coding
From idea to working prototype: building together with AI.
02
AI for Film & Animation Studios
Measured, sustainable AI integration into studio workflows.
03
AI-Assisted Content Production
Content production systems that scale while keeping the brand voice.
04
Advising
Strategy and product advice for early-stage teams.