What AI-first Means Here AI-first describes an organizational stance: treating AI adoption as a core duty led from the top, not an optional experiment. In the channel's material, it shows up as Will England, CEO of Walleye Capital, openly committing his ~400-person firm to using AI tools proudly — starting with a memo declaring “Using ChatGPT is not cheating.” [^01a0f15a-e0c7-780e-b2de-dc25cb298355@10] The Conviction Behind the Stance This is not hype-driven. Walleye had years of experience with advanced statistics — not even AI — across much of the firm in pure quant trading [^01a0f15a-e0c7-780e-b2de-dc25cb298355@223], and launched an internal AI program two years ago, with its most advanced internal project called Current [^01a0f15a-e0c7-780e-b2de-dc25cb298355@400]. A March 2023 GPT-3 demo convinced England this was “absolutely where we’re going.” [^01a0f15a-e0c7-780e-b2de-dc25cb298355@434] Why It Matters - Responsibility, not fashion: a hedge fund should be ashamed to leave money on the table by ignoring tools that make it faster, smarter, and more effective. [^01a0f15a-e0c7-780e-b2de-dc25cb298355@23] - Ignoring AI is like refusing the internet in 1995 because it wasn’t perfect. [^01a0f15a-e0c7-780e-b2de-dc25cb298355@35] - Leadership matters: a leader who leads from the front is what institutionalizes AI inside an organization. [^01a0f15a-e0c7-780e-b2de-dc25cb298355@321] - Personal accountability: “if we ultimately get disrupted by AI, that’s on me.” [^01a0f15a-e0c7-780e-b2de-dc25cb298355@288] - AI-first is a leadership stance, not a tooling choice. - It is grounded in conviction from demos and technical background, not marketing. - England broadcast the message deliberately to employees, future hires, and the ecosystem. [^01a0f15a-e0c7-780e-b2de-dc25cb298355@154]