Mark Cuban: If Entrepreneurs Only Have Ideas and Need to Raise Funds to Hire Programmers for MVP, He Is Basically Unwilling to Invest
Investor Mark Cuban has publicly stated that if entrepreneurs only have ideas and need to raise funds to hire programmers to create an MVP, he is basically unwilling to invest, as AI has significantly compressed the time for validation and planning.
He cited an example where he quickly conceived a button camera that could record continuously for 24 hours and automatically upload footage while learning AI, and then had AI generate a business plan, marketing strategy, a materials list including suppliers and costs, and a draft patent application, all in about 12 minutes.
Cuban pointed out that the generated content is not all correct, but traditional business plans are also imperfect; he now hopes that when entrepreneurs approach him, they have already created a product and even have users using it, rather than being stuck at the pre-revenue stage.
His daily workflow involves first drafting with Claude, then checking with Gemini for accuracy, getting feedback from Perplexity or ChatGPT, and finally making his own judgment; he also uses AI to write code, generate marketing content, and handle personal affairs.
Previously, Cuban invested in multiple companies through cold emails and continuously scanned emails for opportunities; he believes AI allows anyone to quickly complete business documents that would originally require days of research, thereby lowering the early-stage barriers.
Entrepreneurs need to demonstrate completed work and actual users to gain his attention; funding is shifting from the "idea + funding + outsourced development" path to "validated product + early users," putting pressure on pure pre-revenue ideas, while founders who can quickly use AI to complete planning and prototyping are more likely to gain opportunities.
Cuban emphasized in related interviews that AI is not a perfect tool, but it has significantly shortened the distance from idea to testable hypothesis.
Source: Public Information
ABAB AI Insight
Mark Cuban gained experience early on through sales and early internet startups, later investing on platforms like Shark Tank and continuously reaching out to founders via email; in recent years, he has publicly used AI to complete coding, content generation, and business documents, leveraging the tool as a personal leverage rather than just an external consultant.
He uses AI for rapid generation of plans, materials lists, and patent drafts, compressing work that would originally require days of manual research into minutes, and requires founders to have completed similar work by the time they meet, shifting capital allocation from "funding early execution" to "validating existing execution."
This is similar to the current path some angel investors require for product demonstrations or early revenue, and aligns with the trend of AI agents lowering the barriers to professional services; early-stage startup financing is transitioning from "story + team" to "completed work + user evidence."
Essentially, this represents a reset of thresholds in technological substitution, where AI commodifies business planning and preliminary feasibility validation, shifting investor attention to actual products and users rather than the ideas themselves, thus giving higher priority to founders who can independently complete validation.
ABAB News · Cognitive Laws
- Planning compressed to minutes means only completed work counts as a ticket to entry.
- The funding window for pre-revenue ideas is closing with the proliferation of tools.
- After cross-validation with multiple models, the final judgment is still made by humans.