How goal-setting and planning is different for AI products | Anastasis Germanidis (Co-Founder & CTO at Runway)

Anastasis Germanidis is the Co-Founder & CTO at Runway, an applied AI research company shaping the next era of art, entertainment, and human creativity. Runway has raised $237m and was one of Time Magazine’s “100 most influential companies” in 2023. Runway has been a persistent viral sensation in recent years, and is behind many of the most famous AI demos online. — In today’s episode we discuss: The origins of Runway The limitations of being “customer-driven” when building in AI How Runway balances research development with product development How goal-setting and planning is different for AI products Advice for early-stage AI founders — Referenced: Containerization: https://aws.amazon.com/what-is/containerization/ Docker: https://www.docker.com/ Green screen tool by Runway: https://runwayml.com/green-screen/ Hugging Face: https://huggingface.co/ Hugging Face Spaces: https://huggingface.co/spaces Hugging Face Model Hub: https://huggingface.co/docs/hub/models-the-hub Replicate: https://replicate.com/ Runway Gen-1: https://research.runwayml.com/gen1 Runway Gen-2: https://research.runwayml.com/gen2 Runway’s 30 AI Magic Tools: https://runwayml.com/ai-magic-tools/ — Where to find Anastasis Germanidis: Twitter/X: https://twitter.com/agermanidis LinkedIn: https://www.linkedin.com/in/agermanidis Personal website: https://agermanidis.com/ Personal blog: https://blog.agermanidis.com/ — Where to find Todd Jackson: Twitter/X: https://twitter.com/tjack LinkedIn: https://www.linkedin.com/in/toddj0 — Where to find First Round Capital: Website: https://firstround.com/ First Round Review: https://review.firstround.com/ Twitter: https://twitter.com/firstround Youtube: https://www.youtube.com/@FirstRoundCapital This podcast on all platforms: https://review.firstround.com/podcast — Timestamps: (00:00) Introduction (03:23) The unique story of how Runway's co-founders met (08:27) The origins of Runway (09:28) Forming the initial product (13:55) Turning Runway into a company (14:41)Approach to initial market segments (18:53) Early-adopters (21:20) The limitations of being “customer-driven” (25:54) Forming a vocal community (27:08) Fostering community (29:05) The progression of Runway's tech and use-cases (33:08) How they picked users for early release (34:00) Expanding past the first 100 users of Gen-2 (35:33) Runway’s approach to safety and content moderation (36:44) Balancing product development and research development (43:51) Runway's org structure (45:08) Goal-setting amidst constant change in AI (46:50) Why Runway doesn't plan very far ahead (50:26) Advice to early-stage AI founders (53:11) Will AI replace video editors? (55:04) When Runway had the most momentum (56:49) Anastasis' #1 piece of advice