Karri Saarinen Criticizes AI Discussions Focusing on Tools Over Actual Outcomes and Impact
Karri Saarinen pointed out that discussions about building products with AI often focus on the construction process, tools used, and their usage frequency.
There is little mention of what products have actually been built or what impact they have generated. He believes that tools have replaced the work itself as the goal, especially in the UI/UX field, where abstract forms like outputting Markdown files or slash commands are more common than complete experiences.
This viewpoint has prompted reflection within the developer community, pushing attention and capital towards AI-native products that emphasize real user value and measurable impact. Event-driven high-execution teams benefit from differentiated competition, while heavy tool users and shallow abstract projects face pressure from hollow outputs.
Source: Public Information
ABAB AI Insight
Karri Saarinen, as a co-founder of Linear, has led the iteration of products from zero to high retention tools, emphasizing engineering and design execution. He has previously shared observations on AI hype versus actual delivery on X, continuing his advocacy for a "ship real things" culture.
In terms of capital pathways, efficient tool companies like Linear continuously invest resources into core product features and UI/UX refinement, mobilizing development priorities through real user feedback loops. The strategic motive is to avoid generalized competition in AI tools and to build deep workflow barriers that cannot be replaced by abstract chat or templates.
This aligns with early YC founders criticizing the "demo day culture" for focusing on pitches over delivery, as well as companies like Stripe that emphasize actual payment experiences rather than flashy underlying APIs, consistent with the current transition of AI applications from prototype frenzy to scalable real impact.
Essentially, this is a technological substitution: AI accelerates discussions at the tool level but struggles to replace the delivery of ultimate user value. Mechanically, it forces capital and attention to shift from metrics of tool usage to a few products that can generate measurable business impact, further strengthening pricing power and long-term retention advantages driven by execution.
ABAB News · Cognitive Law
Discussions about tools can be addictive, while real delivery is difficult yet lasting, with structural leverage stemming from ultimate impact. Most sell the construction process, while a few lock in user value; top players always treat tools as a means. AI consumes abstract labor, retaining deep execution, with winners selling outcomes rather than usage.