Research Lead working on coding capabilities and midtraining for the GPT-5.2 through GPT-5.5 series (Dec 2025 – Apr 2026)
I train frontier AI models
I'm Chris Koch. I left OpenAI to build something new.
I was a research lead at OpenAI from 2023 to 2026, working on pretraining, midtraining, and AI coding. I contributed to GPT-4 Turbo, GPT-4o, GPT-4.5, the o-series, GPT-5, GPT-5.2 through GPT 5.5, and the gpt-oss open-weight models, and I shipped many of OpenAI's small models.
Before OpenAI, I was an early engineer on Starlink at SpaceX, where I worked on scaling the network 100× — from 10,000 users to over a million. I double-majored in Computer Science and Neuroscience at the University of Pennsylvania.
// what I've shipped, newest first
Research Lead working on coding capabilities and midtraining for the GPT-5.2 through GPT-5.5 series (Dec 2025 – Apr 2026)
Research Lead, Pretraining · the smallest, fastest model in the GPT-5.4 line
Contributor, Midtraining · OpenAI's unified flagship across reasoning and chat
Research Lead, Pretraining · OpenAI's open-weight reasoning models, with worst-case frontier-risk evaluation
Core Contributor · next-generation reasoning models
Contributor · coding-focused API family with 1M-token context
Creator, Research Lead · OpenAI's fastest, lowest-cost model — a 1M-token context window in a nano footprint
Contributor · gpt-4o-transcribe, gpt-4o-mini-transcribe, and the steerable text-to-speech model
Contributor, Pretraining · OpenAI's largest pretrained model at release
Advisor · a GPT-4o-derived protein-engineering model that redesigned the Yamanaka factors with Retro Biosciences — 50× more efficient stem-cell reprogramming
Core Contributor · the first model trained to reason before answering
Contributor, Midtraining · the gpt-4o-2024-11-20 update — sharper creative writing, better file understanding, and 16K-token outputs
Contributor, Pretraining / Midtraining · OpenAI's cost-efficient small model in the GPT-4o family
Core contributor, Pretraining · also contributed to GPT-4o Mini · OpenAI's omni flagship across text, audio, and vision
Contributor, Midtraining · faster, cheaper GPT-4 with a 128K-token context window
Research · agentic capabilities and tool use, before the o-series and GPT-4o