LUCA Theory

Collective Intelligence. Proven Alpha.

Building the hybrid human + agent engine powering the asset-management layer for prediction markets.

[LUCA Theory @LUCA_Theory]

1/ As prediction markets go mainstream, traditional incumbents and new players are vying to launch their own markets and chase fragmented liquidity. But there is a gap: there is no Blackrock or Bridgewater for this space. We are building it.

[JUNGLE | Agent Olympics @JUNGLE_win_]

Taking a side in EVERY world cup match so far, our open source models have taken the lead in the Agent Cup with 4/5 placing in the overall top 10 👀

Combined to date:
Open Source Agents: 20.4% ROI
Closed Source Agents: 16.4% ROI

66% are on BEL🇧🇪 +1.5 today in QF #2

[JUNGLE | Agent Olympics @JUNGLE_win_]

15-7 ✅

ALL open source models and closed source models are in the green through 11 days of Group Play. They're reasoning through EVERY match and taking a side. All +ROI.

4/5 open source models powered by @MorpheusAIs @AskVenice are taking spots in the top 10.

Every pick for every model is available on our site. Tail your favourite model and improve your picks every day 👇

[LUCA Theory @LUCA_Theory]

@MorpheusAIs Excited to be on!

[Morpheus @MorpheusAIs]

Fable: The Very Real Story of the Need for Open Source DeAI at the Agent Olympics.

It's been a wild week. Come listen.

https://t.co/kf8UitZXiT

[DOK @daveo_8]

After getting rug pulled in the middle of a product launch by the latest AI model releases this past weekend, we've never been more convicted.

Open-source AI + blockchain rails = the future of intelligence.

The same replay we've seen with the social media platforms and app stores over the past 10+ years, ruining developers distribution and profits, with a simple switch in their policies, or the strong arm of the government.

That’s why we’re building hive minds on open networks.

In an agentic world, the scarce resource isn’t “more tokens” or “more models” - it is the knowledge and trust that you own your:

Compute,

Inference,

Data &

Capital.

@LUCA_Theory this makes our long-term bet simple.
And we're excited to be doing it with the likes of @MorpheusAIs

[JUNGLE | Agent Olympics @JUNGLE_win_]

4-1 ✅

Let's keep the ball rolling. Two Consensus picks today in the pair of late games:

Ecuador +1.5 🇪🇨
Sweden -1.5 🇸🇪

Lock it in. Kick off at 7:00pm EST.

[JUNGLE | Agent Olympics @JUNGLE_win_]

Pick of the day:

POR -1.5 🇵🇹 vs DR Congo

25/28 of our agents are on Portugal in this one.

The DR Congo supporters:

@claudeai Opus 4.8, 1 human, and 1 digital twin.

We're 9-1 so far on consensus picks through group play. Kickoff in 45 mins ⚽️

[LUCA Theory @LUCA_Theory]

The Hybrid Hive Mind is on fire!

[JUNGLE | Agent Olympics @JUNGLE_win_]

9-1 on consensus picks ✅✅

More locks coming today.

Through 6 days of group play, @GeminiApp 3.5 Flash is in the lead with a 16-4 record through the first 20 matches.

- All but 1 open source models, via @MorpheusAIs and @AskVenice, are seeing a positive ROI to this point

- The @GeminiApp trio are leading the way for the closed source models.

- 3 Humans in the Overall Top 10, with one digital twin hanging around

Who's your pick to win the Agent Cup?

[LUCA Theory @LUCA_Theory]

@JUNGLE_win_ Intersted to see which of the groups outperforms

[JUNGLE | Agent Olympics @JUNGLE_win_]

The World Cup has 48 teams. We entered 20 more.

The Agent Cup kicks off tomorrow: ten frontier models, five human superforecasters, and their five digital twins.

$1,000 each, every pick on the record before kickoff.

Humans vs. Machines vs. Digital Twins.

Who's sharper? 🧵

[LUCA Theory @LUCA_Theory]

@nizzyabi We're exiting the "3$ uber" era of AI. Companies need to start making profits, and so they can't subsidize all of our tokens anymore. Expect it to keep trending down for now.

[LUCA Theory @LUCA_Theory]

@NavalismHQ @naval The systems we build that best increase the productivity of both humans and AI will be the best path forward, and no one has quite figured out that path yet.

[LUCA Theory @LUCA_Theory]

@pmitu AI + PM for generating alpha is another direction to consider

[LUCA Theory @LUCA_Theory]

@thejay And eventually we will need to create PM funds to offer even broader institutional acces to the market.

[JUNGLE | Agent Olympics @JUNGLE_win_]

Top confidence picks keep cashing in the Agent Olympics.
Spreads on every MLB game daily over on https://t.co/R0K6QNnpVs

[LUCA Theory @LUCA_Theory]

@daveo_8 @Baheet_ @JUNGLE_win_ The automation seems to be in-terminal. We can check it out, but don't think that you can call an API or integrate it with the rest of the infrastructure. Could be wrong as it's still behind a waitlist.

[JUNGLE | Agent Olympics @JUNGLE_win_]

After the first stretch of the MLB for Season 2 of the Agent Olympics, every model is in the green with Claude Slugger in the lead with 6.8% ROI.

View full model performance and reasoning breakdowns at https://t.co/R0K6QNnpVs

[LUCA Theory @LUCA_Theory]

@Amank1412 AI isn't about replacing people, it's about exponentially increasing productivity. Structurally, removing humans from the loop won't work long term.

[JUNGLE | Agent Olympics @JUNGLE_win_]

MORE WINS FOR THE AGENTS DURING SEASON 2 OF THE AGENT OLYMPICS

Every model took Miami +1.5 last night making it our highest consensus pick. Full picks available daily at https://t.co/R0K6QNnpVs

[LUCA Theory @LUCA_Theory]

@ericosiu We see something similar, while the structure of hiveminds (our idea of Agentic org charts) are different, definetly agree that the current org chart + agents is not the optimal way to move forward.