pipeline architecture. cost breakdowns. what works.
Engineering notes from building AI video production infrastructure. Every number from real productions.
Deterministic Cinema: The Difference Between AI Video That Works and AI Video That Guesses
Prompt-led AI video tools generate stochastic clips. Deterministic Cinema locks character references, enforces continuity across shots, and gates output between stages. One is a slot machine. The other is a production system.
Six Ways to Make a Film: How Production Profiles Change Everything
Telos Engine's six production profiles, film, clip, ads, social, explainer, documentary, tune the entire pipeline for each video type. Different formats need different approaches.
The Real Cost of AI Video in 2026: $7 Ads, $35 Films, and What Nobody Tells You
Real AI video production costs in March 2026: Kling O3 Standard at $0.224/second, Flux 2 Pro at $0.045/image. A 30-second ad costs $7.40. A 150-second film costs $35.
A Blueprint, Not a Prompt: Why Declarative Beats Imperative in AI Video
Blueprint filmmaking replaces per-clip prompting with declarative JSON specifications. Describe characters and shots once, run a pipeline, get a finished video.
One Command Filmmaking: How Telos Turns a Blueprint into a Finished Video
Telos Engine runs a 6-stage production pipeline, cast, refine, shoot, compose, review, deliver, producing finished AI videos from a single CLI command. $35 for a 150s film.