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
LiteLLM supply chain attack, Block’s Dessa, and two small models
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AI weekly: fences for agents, proofs for code, a PHP scare
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Claude Duet: Anthropic’s proactive agent and the limits it admits
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DeepSeek DeepInfer puts the serving stack on GitHub
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MiniMax M3.1 Flash: Space Bunny’s tokens got cheaper, its thinking didn’t
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What is a frontier model?
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AI weekly: regulators knock, chip debt bites, open weights go local
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Did OpenAI and Anthropic Just Refute the Exponential Time Hypothesis? What the 3-SAT Claims and Lean Proofs Actually Show
Two labs published deterministic subexponential k-CNF counting algorithms within hours of each other, both traced to October 16 and both formalized in Lean. Neither settles P vs NP, neither speeds up real solvers, and both expose the boundary of machine verification.
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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.