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An LLM's hiring advice for a key executive goes beyond a simple percentage. It highlights critical, often overlooked steps like formally creating an option pool *before* the offer to ensure the equity is based on a real cap table, and suggests using cash compensation as a cheaper negotiation lever than equity.
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To understand the real value of an incentive stock option (ISO) package, use an AI tool. By inputting the company's last funding round valuation, the total number of outstanding shares, and your specific grant details (number of options and strike price), you can get a clear notional value for your equity compensation.
When discussing compensation, frame equity as providing four things: cash flow, sale bonus, risk, and control. Most employees only want the first two and actively avoid risk and aren't getting control anyway. This simplifies the conversation and allows you to offer profit share and sale bonuses instead of actual shares.
When Nikesh Arora joined Palo Alto, he didn't ask for a raise. He asked for seven years of the previous CEO's pay ($20M/year) granted upfront as stock with a seven-year vest. This single, long-term grant fully aligned him with shareholder value and simplified future compensation discussions.
In the hyper-competitive AI talent market, companies like OpenAI are dropping the standard one-year vesting cliff. With equity packages worth millions, top candidates are unwilling to risk getting nothing if they leave before 12 months, forcing a shift in compensation norms.
To conserve cash, especially in a downturn, founders can pay key employees 10-30% below market rate in salary. The key is to compensate for this deficit by offering double or triple the industry standard in equity. This strategy attracts top talent aligned with long-term success while keeping the company's cash burn rate low.
For a high-skill service business, the biggest barrier to scaling is finding autonomous, high-quality employees. To retain this crucial talent and prevent them from leaving to start a competing business, founders should offer an equity stake that vests over a long period (e.g., 5-6 years), aligning their incentives with the company's long-term growth.
When you need to fill a major operational gap, hire for the role (e.g., a COO) before immediately seeking a co-founder and splitting equity. This allows you to "date before you marry"—assessing a candidate's impact and fit as an employee before committing to them as a long-term partner.
Andrej Karpathy asserts that the liquidity of employee stock options is the "dominant first order term" driving talent behavior at frontier AI labs. Poor liquidity, as allegedly seen at Anthropic, reduces employee churn as it makes it harder for talent to leave and fund new ventures.
When negotiating a job offer, ask for more stock options instead of a higher salary. This is often better received by employers as it signals you are a long-term believer in the company's success and want to be an "owner," not just an employee.
Founders often assume employees share their risk appetite for equity, but this is a mistake. When offered a choice between a higher cash salary and a mix of cash and equity, the vast majority of employees will choose the guaranteed cash, revealing a fundamental aversion to risk.
