Before GenAI, I would have a general plan of what kind of information I would gather to prepare for a task. Sometimes that plan would be modified as new information led to a better understanding of the subject. GenAI is so much faster, more detailed, and with fewer unwanted results that I have to remind myself that this is just the beginning of the task. Otherwise, I would just stay in research mode and never get started, where before GenAI I was likely to stop just out of frustration from sifting through all the crap resulting from SEO more focused on views than value.
From “Don’t Be Evil” to Disruption
Google’s early days were defined by a clear mission: organize the world’s information and make it universally accessible and useful. Their unofficial motto, “Don’t be evil,” reflected a user-first approach that made Google the go-to research tool for millions. The results were clean, relevant, and genuinely helpful. Searching felt empowering, and the platform’s focus was on delivering value to users.
But as Google grew, priorities shifted. The drive for revenue and shareholder returns led to an increasing emphasis on advertising and SEO optimization. Search results became cluttered with paid placements and content designed to game the algorithm, rather than serve the user. The once powerful tool for discovery became bogged down by noise, making the research process more frustrating and less productive.
The progress shift of focus from user-friendly to shareholder-value opened the door for disruption. When a company that once prided itself on “not being evil” starts to lose sight of its core values, it creates an opportunity for new technologies to step in and fill the gap.
The GenAI Parallel
GenAI today feels much like Google did in its early years: focused on utility, speed, and user value. The answers are direct, the distractions minimal, and the sense of possibility is fresh. Outside the media buzz there is real value in faster answers, deeper insights, and fewer irrelevant results. But the lesson from Google’s trajectory is clear: success can breed complacency, and the temptation to prioritize profit over usefulness is always lurking.
Just as Google’s early commitment to usefulness made it indispensable, GenAI’s current focus on delivering value is what sets it apart. The challenge will be maintaining that focus as the technology matures and commercial pressures increase.
The Shift in Research
- Faster answers mean less time wasted on irrelevant results.
- Deeper insights surface quickly, sometimes revealing connections I wouldn’t have spotted on my own.
- Fewer distractions no more having to go to page 3 of results because the first two were the result of the successful SEO strategies of clickbait and content farms.
But this abundance is a double-edged sword. The temptation to keep digging, to keep asking “what else?” is strong. Without discipline, I could spend hours exploring every tangent, never moving on to actually apply what I’ve learned.
Hopes for the Future of GenAI Research
As exhilarating as this new era is, I can’t help but wonder what comes next. Will GenAI search maintain its edge, or will it eventually succumb to the same pressures that eroded Google’s utility? The cycle of innovation and decline is a familiar one in tech, and I hope that as GenAI matures, it resists the lure of ad dollars and keeps user value front and center.
- Transparency in how results are generated will be crucial.
- User-focused design should always outweigh short-term profits.
- Continuous improvement based on real user needs (not just engagement metrics) must be the guiding principle.
For now, I’m enjoying the ride, even if it means occasionally reminding myself to climb out of the rabbit hole and get back to on track (which may be how Google got to where they are).
© Scott S. Nelson