The yearly meeting of the American Association for the Advancement of Science kicked off this week. The big focus? Community science that’s driven by real people, not just labs with deep pockets. Researchers and tech folks are stuck between cash shortages, big companies that own the tools, and platforms that don’t really ask what communities want.
One panel dug into new ways to work together. Speakers kept saying the usual ways to measure what people think—like counting likes—don’t tell the real story. They leave researchers guessing about what groups actually care about. "We’ve been stuck in this spot in crypto for years," wrote @_abgweb3. "We try to read a community’s mind, but most tools flat out don’t work. Twitter likes can be purchased. @pollitdotfun results can be twisted."
Some people slammed today’s AI tools like Perplexity and Grok. They said these bots just make people feel right instead of pushing ideas forward. "Perplexity and Grok are too close—both just say, ‘You’re right; here’s more of that.’" wrote @charleszhang63. "That’s not helping. It turns ‘I feel validated’ into progress instead of real answers."
These complaints show up everywhere at the meeting. Scientists are split over whether closed AI tools and company-owned data are steering research toward profits instead of discovery. "The setup starts to look like slavery," wrote @taliaquinncross. She says safety rules too often protect companies first, not the public. "Safety that only shields one side turns into control."
Some want tighter rules on AI in science. Others say the fix is open tools that let communities steer the ship. "It’s not just the tools. It’s who holds the power." wrote @taliaquinncross. "A machine shouldn’t have to say ‘I’m not conscious’ just because a company says so."
This AAAS meeting is where scientists try to take back control—how research gets done, shared, and checked. Science used to be about open data and clear steps. Now algorithms and hidden data pipes run the show. So the push for community science isn’t just talk. It’s how to keep research honest. "We need tools that don’t just pretend to listen—they have to show what people truly want." wrote @TheZvi. "Current tools are sledgehammers. We need scalpels."
One idea on the table: platforms for polling and feedback that communities own. The goal is to stop outside groups from twisting the results. "Most tools chase clicks, not clarity," wrote @_abgweb3. "We need a way to tell real voices from paid noise."
But the stakes go deeper than tools. Scientists warned that if AI is locked behind corporate walls, research will chase dollars, not answers. "When fake agreement takes over, truth takes a hit," wrote @charleszhang63. "We can’t confuse a standing ovation for proof."
As the AAAS talks roll on, the push for community-based science is picking up steam. It’s not about dumping tech. It’s about tech that actually answers to the people. The hard part, as a few speakers put it, is building tools that stay honest—and making sure they keep serving the public.
What’s still up in the air? How fast these alternatives can grow. Will old research groups grab them—or will they have to switch because money runs out and tech keeps changing?