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Surveys suck. That’s how I feel about the experience.

If you have ever taken a survey about your experience or to get your thoughts on a topic, whether its from GLG, Third Bridge, Guidepoint, or the dozens of others, they offer good money, but the experience is atrocious. $50 for 10 mins of your time sounds great, until you realize it takes 40 minutes and you may not qualify after 20 mins of work.

What if the agents we all are using regularly, like Muse or Instinct or Grok Bot or Dots, or the next one released tomorrow or before this is even posted, could take the surveys for us? What if the surveys were agent-friendly? I would argue my agents know me better than I know myself and are getting smarter and smarter.

What if our agents knew the surveys were agent-friendly and they asked us for information regularly to better learn the right answers, and before they submitted a survey, it could read us the answers or double-check some answers?

Whoever builds the agent-friendly survey infrastructure and works with the market research firms and brands to get everyone on board is going to be a big winner long term.

Not only will we get a better experience for the survey taker, but we can increase the velocity of answered surveys, which increases data velocity, and we can also increase the frequency. You could arguably pay the survey respondent less because they do less work, but maybe offer to give the survey more frequently, thus creating a win-win scenario.

This agentic-friendly survey world with agentic-friendly infrastructure is the world I want my AI agent to live in. We can make money together and have a better experience, and at the same time get the brands and market researchers the information they need.

The Physical AI Boom Reaches The Farm

A massive agricultural challenge. A very different approach.

For decades, modern agriculture has depended on chemical weed control. But rising costs, resistant weeds, regulatory pressure, and health concerns are pushing the industry toward a new category of solutions: autonomous mechanical weed removal.

Greenfield Robotics is building robots designed to replace herbicide spraying with precision cutting at commercial scale. If this shift plays out the way many believe it will, the market opportunity could reshape one of agriculture’s largest operating expenses.

Investors can own a stake in Greenfield Robotics through its Regulation A+ offering. Up to 20% bonus shares this round.

This Reg A+ offering is made available through StartEngine Primary, LLC, member FINRA/SIPC. Please read the Offering Circular and related disclosures before investing. This investment is speculative, illiquid, and involves a high degree of risk, including the possible loss of your entire investment. 

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