Discover ANY AI to make more online for less.

select between over 22,900 AI Tool and 17,900 AI News Posts.


venturebeat
How America's 250th birthday became a test of AI-powered collective intelligence

Imagine if you could bring 250 people together in a massive room and have them discuss and debate an important issue, arguing the points and counterpoints, and converging on answers that accurately reflect their collective knowledge, wisdom, values, and sensibilities.Now imagine that you convened this debate on America’s 250th birthday and asked 250 randomly selected Americans to come up with the top three innovations that America has contributed to the world over the last 250 years. What would they come up with?I know – this all sounds impossible. After all, you can’t get more than a dozen people to have a productive conversation on anything. At large scale, nobody would get enough airtime to express their views or respond to others. This is why typical business meetings or focus groups never have more than 8 to 10 people. Thoughtful real-time conversations just don’t scale.To solve this, a new category of AI technology called “hyper-communication” is greatly expanding the size, scope, and efficiency of large-scale deliberations. It uses specialized AI agents to connect groups in real-time, allowing people to discuss and debate issues at any scale. The goal is to enable hundreds or even thousands of participant to hold thoughtful discussions where they can express their views and argue the merits of any issue. I first wrote about this emerging technology in VentureBeat two years ago in an article about “Collective Superintelligence.” In that piece, I explain how large human groups can be hyper-connected by AI agents in ways that greatly amplify the group’s collective intelligence. You can check out the science behind hyper-communication in that prior VentureBeat piece. Here I am focusing on the debate among 250 Americans on America’s birthday.To do this, I asked the team at Unanimous AI to field a randomly selected group of at least 250 Americans (with a broad distribution from every region in the country and diverse mix of political and social demographics) and invite them to a twenty-minute online debate inside a hyper-communication platform called Thinkscape that enables massively scalable discussion by text, voice, or video.   Once connected, we asked the group to come up with the top three contributions that America has made to the world over the last 250 years – not a survey of opinions, but deliberation of ideas,  arguments, evidence, and reasoning. The group converged on a set of top answers that surprised me – but on reflection, they were sensible and well-reasoned. Before getting into the answers, let me show you what the debate looks like behind the scenes. There were 277 people, each of them debating the issues with four or five other people in parallel discussion spaces. The magic is the swarm of AI agents that connect all the small groups together into a single real-time deliberation.This is what it looks like at high speed:In the debate above, the group of 277 people came up with 94 different ideas and then narrowed it down to a top 10, then a top 3. In the gif above, we  just plot the top ten ideas as they emerged and battle for support during the live conversational debate. The most interesting part of a large debate like this is not the answers, but the reasons that emerge to justify the answers. Here is the group’s reasoning behind the “top three innovations” that America has given to the world over the last 250 years:#1: The Internet: “Our collective perspective is that America’s greatest contribution to the world over the past 250 years is the internet. It was born exclusively in the U.S. through academic and government research and was scaled globally with profound impact. It transformed communication, democratized information and education, enabled commerce, medicine, research and cultural exchange, and amplified soft power and civic organizing. We also acknowledged significant harms (misinformation, addiction, privacy loss) and arguments that it’s recent, global, or not uniquely American.”#2 Advances in medicine: “Our collective perspective is that the United States has saved and prolonged hundreds of millions of lives worldwide. American-developed vaccines have successfully eradicated or controlled once-deadly diseases, significantly extending life expectancy and enabling broader societal and technological progress. From major breakthroughs in cancer research and treatments to cutting-edge medical technologies that have revolutionized hospital safety and procedures, U.S. ingenuity has redefined healthcare. Ultimately, while the global diffusion of affordable medicines and vaccines has extended these benefits across borders, the U.S. remains a premier medical destination where people from around the world travel to receive the most advanced treatments.”#3: Spreading democracy:  “Our collective perspective is that one of America’s most significant global contributions is the nation's system of governance. The US has long demonstrated democracy in practice as an enduring global model. The U.S. Constitution provided a vital blueprint for representative government, inspiring democratic movements and revolutions worldwide while actively promoting human rights and individual liberties internationally. By empowering citizens with the fundamental power to vote and choose their own leaders, this framework has served as a foundational framework for broader societal advances and directly helped establish thriving democracies around the world.”It’s important to remember, this is 100% human intelligence — a pure reflection of the collective knowledge, wisdom, and values of 277 randomly selected Americans. That’s because the role of the AI agents in a hyper-communication system is to connect people, not replace them. The agents work to enable scalable human deliberation in which every participant is given optimized ability to express their views, respond to others, and converge on solutions based on their merits. The only question left is — what should we ask next? Louis Rosenberg earned his PhD from Stanford University, was a professor at California State University (Cal Poly) and has been awarded over 300 patents for his work in human-computer interaction, AI, and collective intelligence.

Rating

Innovation

Pricing

Technology

Usability

We have discovered similar tools to what you are looking for. Check out our suggestions for similar AI tools.

venturebeat
The missing layer between agent connectivity and true collaboration

<p>Today&#x27;s AI challenge is about agent coordination, context, and collaboration. How do you enable them to truly think together, with all the contextual understanding, negotiation, and [...]

Match Score: 74.32

venturebeat
Anthropic Skill scanners passed every check. The malicious code rode in on

<p>Picture this scenario: An Anthropic Skill scanner runs a full analysis of a Skill pulled from ClawHub or skills.sh. Its markdown instructions are clean, and no prompt injection is detected. N [...]

Match Score: 65.94

 Prep and save for America’s 250th birthday at Walmart — shop deals on grills, decor, games, patio furniture, and more
Prep and save for America’s 250th birthday at Walmart — shop deals on

America's 250th Birthday is almost here, and Walmart has deals on everything you need to celebrate, including grills, decor, patio furniture, games, and more. [...]

Match Score: 57.30

Private Internet Access VPN review: Both more and less than a budget VPN
Private Internet Access VPN review: Both more and less than a budget VPN

<p>I came into this review thinking of Private Internet Access (PIA) as one of the better VPNs. It's in the Kape Technologies portfolio, along with the top-tier ExpressVPN and the generally [...]

Match Score: 52.43

Surfshark VPN review: A fast VPN for casual users
Surfshark VPN review: A fast VPN for casual users

<p>Surfshark is one of the youngest major VPNs, but it's grown rapidly over the last seven years. Since 2018, it's expanded its network to 100 countries, added a suite of apps to its S [...]

Match Score: 47.22

CyberGhost VPN review: Despite its flaws, the value is hard to beat
CyberGhost VPN review: Despite its flaws, the value is hard to beat

<p>CyberGhost is the middle child of the Kape Technologies VPN portfolio, but in quality, it&#39;s much closer to ExpressVPN than Private Internet Access. I mainly put it on my <a target= [...]

Match Score: 43.02

NordVPN Review 2025: Innovative features, a few missteps
NordVPN Review 2025: Innovative features, a few missteps

<p>When we say that NordVPN is a good VPN that's not quite great, it's important to put that in perspective. Building a good VPN is hard, as evidenced by all the shovelware VPNs floodi [...]

Match Score: 40.65

venturebeat
AI agents turned Super Bowl viewers into one high-IQ team — now imagine t

<p>The average Fortune 1000 company has more than 30,000 employees and engineering, sales and marketing teams with hundreds of members. Equally large teams exist in government, science and defen [...]

Match Score: 38.80

Mullvad VPN review: Near-total privacy with a few sacrifices
Mullvad VPN review: Near-total privacy with a few sacrifices

<p>Mullvad, a virtual private network (VPN) named after the Swedish word for &quot;mole,&quot; is often recognized as one of the best VPNs for privacy. I put it on my <a target=" [...]

Match Score: 38.31