AI agents are only as smart as the data they can see. Giga joins us to explain how Subnet 22 is turning LLMs into real-time operators – by piping in fresh data at scale.

We talk:

• Why real-time search is the missing layer in most agents

• How Subnet 22 is already powering live customer deployments

• The business case for 24/7 AI sales reps (spoiler: they don’t need lunch breaks)

James Altucher - entrepreneur, bestselling author, early Bitcoin evangelist, and founder of TAO X - joins us to unpack why Bittensor feels like “Bitcoin in 2013,” and how decentralized incentives could upend not just AI, but entrepreneurship itself. We cover the rise of subnets, the hard truth about alpha tokens, and why value capture - not hype - will separate winners from the noise.

From codified buybacks and equity linkages to miner incentives and treasury strategy, James lays out the playbook he thinks will drive real adoption: make alpha a “ticket to value,” reward performance algorithmically, and communicate like a serious business - not a research project.

In this conversation, you’ll hear:

• How to turn alpha from a memecoin into a “ticket” that unlocks real value (algorithmic buybacks, equity share classes, staking requirements)

• The treasury-company playbook for TAO: tokens-per-share, staking, validators, and why equity-like mechanics matter

• What risks could stall Bittensor - and how better incentive design and clear comms de-risk them

Zeus is building a weather API that outperforms anything that’s available right now now. Miners compete to forecast temperature, wind, rain, and humidity. Validators score them, and the best predictions win.

• Paid API access coming very soon

• First focus: energy and commodities

• 50% of revenue goes to alpha buybacks.

Weather forecasting is a billion dollar market, and Zeus has got an edge. Listen to the whole episode to find out how alpha holdres can capture the upside.

In this episode of Revenue Search, we sit down with Fred from Polaris (Subnet 49) - a team building what they call the “Airbnb of compute,” starting from Africa and expanding globally.

Fred lays out Polaris’ mission to make GPUs and compute power accessible for universities, researchers, and builders who can’t afford Big Tech’s pricing. We dive into:

• • Why Polaris is focused on turning idle home GPUs into a distributed compute network.

• • Their subscription-based model (instead of a race to the bottom on hourly pricing).

  • The roadmap for revenue, security, and scaling into a full AI infrastructure layer.

  From bootstrapping with loaned GPUs to pitching a $1M raise, Fred is blunt about the challenges, the mission, and why accessibility matters.

Mark and Siam interview Atlas, the founder behind Mantis (Subnet 123) - Mantis doesn’t just score miners on their raw predictions. Instead, it measures the information value of their embeddings - rewarding miners whose signals improve the ensemble accuracy of market forecasts.

Atlas walks us through:

• How a teenager in Costa Rica went from mining Ethereum without home internet to launching one of Bittensor’s most ambitious subnets.

• Why Mantis is starting with BTCUSD forecasting but already expanding into forex and metals.

• The challenge of turning emissions into real-world revenue - from PTN integration to potential hedge fund partnerships.

• How verifiable, time-locked blockchain logging could make signals truly transparent.

If you want to understand how Bittensor is spawning the next generation of quant infrastructure this is one to tune into.

Mark Jeffrey is one of the most trusted voices in the Bittensor ecosystem, and we talk to him about the rise of subnets, what the best teams are doing right, and where many are falling short.

From buybacks and dev roadmaps to communications and narrative, Mark shares how he sees the ecosystem maturing, the signals that matter, and the catalysts that could drive the next wave of adoption.

In this conversation, you’ll hear:

• Which subnets are setting the pace - and why others are lagging behind

• How buybacks, dev execution, and clear comms can make or break subnet tokens

• What catalysts could reprice Bittensor from niche protocol to mainstream AI infrastructure

In this episode of Revenue Search, we sit down with Jose Caldera, CEO of Yanez MIID (Subnet 54), to unpack how they’re using Bittensor to stress-test the world’s anti-money laundering systems - by generating fake humans. No, really.

We explore how Yanez helps banks and financial institutions meet regulatory obligations by attacking their fraud systems with synthetic IDs, where Bittensor fits into that data generation process, and why their $200B market is begging for automation. Jose also shares how much revenue they’re pulling in, how they plan to reinvest in their alpha token, and whether Yanez is just here to extract - or actually building long-term value into the network.

It’s compliance, but not as you know it.

Can you fire your entire engineering team and replace them with agents?

Shakeel Hussein, CEO of Ridges (Subnet 62), thinks so—and he’s not joking. In this episode of Revenue Search, we dig into how Ridges is building autonomous AI agents that could make coders 100x more productive… or just make them obsolete.

We break down the $400B software dev market, why most AI coding tools are running at negative 500% margins, and how Ridges is playing a different game: model-agnostic, profitable, and scaling fast.

We also get into miner incentives, enterprise go-to-market, and why DSV just made its biggest OTC investment yet: $300K split between alpha and market buys.

Revenue, tokenomics, competition (hi Claude), and the end of software engineering as we know it - this one’s not to be missed.