DynamicVibe Productions Presents

The Edit Bay

Precision Crafted. Powered By AI.

Emmy-Winning Sports Editor · AI Filmmaker · Generative Video Evaluation Specialist

Three Disciplines.
One Creative Vision.

Sports editing. AI filmmaking. Generative video evaluation. Three specialisms — the same obsessive attention to craft on every project.

2x Sports Emmy Winner · Judge Since 2017

Sports Video Editing

Two Sports Emmy Awards. Emmy judge since 2017. 20+ years cutting elite content for international brands and broadcasters. Every frame timed to the energy of the moment — from live-action highlights to full productions.

  • Sports Highlights & Reels
  • Broadcast & Network Delivery
  • Brand & Sponsorship Films
  • Social Media Cuts & Reels
  • Color Grading & Motion Graphics
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AI Filmmaking

AI Filmmaking

Directing and producing AI-generated cinematic content — from idea to final cut. Idea-to-frame generation, AI compositing, and hybrid live-action/AI pipelines.

  • AI-Generated Footage & Scenes
  • Cinematic Prompt Direction
  • Hybrid AI / Live-Action Edits
  • Kling, Runway, Veo & WAN 2.1 Workflows
  • AI Music & Sound Design
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AI Video Model Evaluation

AI Video Model Evaluation

Applying broadcast-level visual judgment to generative video evaluation — ranking model outputs, calibrating ground truth, and providing human feedback that improves frontier AI video models.

  • Temporal Coherence & Motion Realism
  • Prompt-to-Output Alignment Scoring
  • RLHF Ranking & Model Comparison
  • Failure Mode Tagging & Rubric Scoring
  • Training Data QA & Ground Truth Calibration
View Evaluation Services

Hiring for AI video evaluation? Specialist page for AI labs, annotation platforms & frontier model teams — xAI, OpenAI, Runway, Scale, Mercor, DeepMind.

Hire Me for AI Video Evaluation
20+Years Editing
500+Videos Delivered
50K+Visual Assets Evaluated
100%On-Time Delivery Rate
AI Filmmaking

Where AI Meets Cinema

Blending 20+ years of editorial craft with cutting-edge AI tools — generating, directing, and refining visual stories that wouldn't be possible any other way.

AI Filmmaking Hub
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Featured Spot

The Filmmaker Toolkit, In One Cut.

Frame analysis, prompt building, shot planning, consistency, and the CineBible memory layer — the whole DynamicVibe workflow as a single system.

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FrameDNA CinePrompt Consistency Keeper Script To Shots CineBible
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DynamicVibe Tools

The Filmmaker's Toolkit

A connected production toolkit for AI filmmakers, editors, and evaluators — from visual DNA and prompt building to browser scopes, subtitles, and project memory.

Marc Warfield
About Marc

The Editor.
The Filmmaker.
The AI Expert.

I'm Marc Warfield, founder of DynamicVibe Productions. With 20+ years editing elite sports for international brands and broadcasters, I have built a career on cinematic storytelling under pressure, from live broadcast to high-end commercial productions.

Now I am pushing the craft further with AI filmmaking and expert visual AI training. As an AI image and video annotator/tutor for leading platforms, I bring a professional filmmaker's eye to the task of teaching machines how to see, and a technologist's edge to every edit I make.

Sports Editing Color Grading Motion Graphics AI Filmmaking AI Video Evaluation Prompt Engineering Visual Storytelling DaVinci Resolve