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Character Consistency in AI Image Generation: a Cheap-vs-Premium Bake-Off

I ran a bake-off to find the best image model for my show, and the surprise was how much two free prompt fixes mattered. On this episode, a cheap model with the fixes held its own against a model that costs several times more. Run the eval before you buy the upgrade.

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Character Consistency in AI Image Generation: a Cheap-vs-Premium Bake-Off
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01 AI video production studio Showspring A complete agentic video production studio: 24 steps from idea to multi-channel publish. Show-bible-driven, so characters, voices, formats, and running jokes persist across episodes. Node · SQLite · Multi-LLM · Veo 3.1 / Kling 3.0 / Seedance 2.0 · ElevenLabs showspring.com 02 The show it produces The Doodle Cast Rusty and Oreo host the first AI-hosted podcast with doodles. Episodes and shorts are produced end-to-end through Showspring, and viewers can pitch their own dog into the cast. Showspring pipeline · Nano Banana 2/Pro · Veo 3.1 / Kling 3.0 / Seedance 2.0 · ElevenLabs thedoodlecast.com 03 Talk to the cast Live Character Voice Live voice conversations with the show’s characters, right on thedoodlecast.com. Personas come from the same show bibles and voice IDs that produce the episodes, so the character you watch is the character you talk to. SpeechRecognition · local LLM on RTX 5090 · ElevenLabs thedoodlecast.com 04 Multi-model deliberation Quorum + Bulb Two products on one shared debate engine. Quorum: Claude, Gemini, and Grok plus a local model debate in true sequence, then a Chair model delivers the verdict. Bulb is the gated idea-lab sibling. Node · shared debate engine · Claude / Gemini / Grok · local model council.overdigital.ai 05 Nightly AI forecasts WillWin Multi-event forecasting across World Cup, Eurovision, F1, Tour de France, and the Oscars. Predictions regenerate each night on a local Gemma model. Astro · llama-swap gemma4:26b · Brave · Cron willwin.ai 06 Generative ad creative · exploration Create Studio Brief to storyboard to generative video to scored creative output. An exploration of one-person ad pipelines; the production-grade version of these ideas lives in Showspring. Node · Nano Banana 2/Pro · Veo 3.1 / Kling 3.0 · multi-LLM scoring hapalops.com
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