Ventura Labs
December 8, 2025

Siam Kidd: Liquidity Cycles & Bitcoin, $100M Astrid PLC, Bittensor Governance, TaoFlow, TradFi | 74

Siam Kidd, founder of DSV fund and chief strategy officer of Astrid Intelligence, discusses liquidity cycles, Bitcoin's future, Bittensor governance, and Astrid PLC's innovative approach to converting TradFi capital into Tao. He shares insights on subnet evaluation, the impact of TaoFlow, and his perspective on the current state of the crypto ecosystem.

Macro Liquidity Cycles and Bitcoin

  • “The world runs on a five- to six-year global liquidity cycle… coincidentally or uncoincidentally… the Bitcoin 4-year fractal cycle happened to just be bang on… I think this is the last predictable cycle for Bitcoin.”
  • “There's 97% more debt on the planet than actual currency… all of the world's central banks have to just print… just to roll it over.”
  • The global economy operates on a five- to six-year liquidity cycle tied to debt terms, which currently aligns with Bitcoin's four-year cycle, though this alignment may not persist.
  • Global debt significantly exceeds currency, necessitating continuous debt issuance by central banks.
  • Kidd views nation states as limited companies, implementing policies dictated by NGOs and think tanks like the World Economic Forum, and influenced by entities like BlackRock.

Bittensor Governance and TaoFlow

  • “The best form of governance is a benign or benevolent dictator… thankfully we have our glorious leader in the form of Const.”
  • “Net Tao inflow is actually forcing subnets to be more short-term thinking, which to me was a surprising move. It really hurts a lot of research subnets.”
  • Kidd advocates for a benevolent dictatorship governance model, particularly for young networks like Bittensor, praising Const's leadership.
  • TaoFlow incentivizes short-term revenue focus in subnets, potentially harming research-oriented projects.
  • DTOs have created an open market where people can vote with their money but also introduced different vectors.

Astrid PLC and Fiat-to-Tao Conversion

  • “Astrid Intelligence PLC is an operating company, not an investment company… with the liquidity sync… we're continuing on with the good work that Leo did with Sigma Arena, with basically ridges for financial trading algos.”
  • “My sole goal, like always, is to convert TradFi fiat into Tao. No one's freaking doing that at the moment.”
  • Astrid PLC functions as an operating tech company, utilizing its subnet to generate revenue and attract capital.
  • Astrid aims to bridge TradFi and Bittensor by converting fiat into Tao, leveraging a liquidity sync mechanism inspired by MetaHash.
  • Astrid seeks to create a financial umbilical cord for BitTensor to generate and deploy capital within the ecosystem.

Key Takeaways:

  • Benevolent dictatorship is optimal for young networks: Embrace strong leadership and decisive action to guide early development and growth.
  • Combat short-termism in subnets: Prioritize mission-driven development over immediate revenue to foster long-term innovation and impact.
  • Exploit financial engineering: Leverage innovative models like Astrid PLC to unlock TradFi capital and inject it into the BitTensor ecosystem.

For further insights and detailed discussions, watch the podcast: Link

This episode dives into the hidden economics of GPU scarcity—how AI and crypto are colliding over compute power, and what this means for investors.

Siam Kidd's Macroeconomic Outlook and BitTensor's Position

Siam Kidd, founder of DSV fund and Chief Strategy Officer of Astrid Intelligence, shares his current market perspective, noting a personal financial setback due to being "maxed long" on TAO during a recent price dip. He emphasizes that global liquidity cycles, driven by 5-6 year debt terms, are the primary macro driver, not Bitcoin's 4-year halving cycle, which he believes is becoming less predictable. Kidd highlights the "100% mathematical probability" of central banks printing more money due to 97% more debt than currency, with a significant US debt refinancing crunch expected in late 2025 to early 2026. He views recent market downturns as "coordinated FUD" (Fear, Uncertainty, Doubt) from entities like JPMorgan, designed to shake out leveraged traders while accumulating Bitcoin.

  • Actionable Insight: Crypto AI investors should monitor global liquidity cycles and major debt refinancing schedules (e.g., US debt in late 2025-early 2026) as these macro events significantly impact risk-on assets like TAO.

The Endgame of Nation-State Inflation and Social Credit Systems

Kidd posits that nation-states, viewed as "companies in the limit," are driven by policies from NGOs, think tanks, and organizations like the World Economic Forum and BlackRock. He cites ESG (Environmental, Social, and Governance) as a BlackRock-created narrative that benefits their investments and is now being pushed globally, leading to carbon credits, digital IDs, and social credit scores. Kidd expresses concern that Western nations are adopting models similar to China's social credit system, with the UK potentially serving as a testbed for digital IDs linked to carbon tracking and spending limits. He believes this is a 5-10 year timeline, emphasizing the need for disruptive political forces against bipartisan control.

  • Strategic Implication: The convergence of digital identity, carbon tracking, and financial systems presents both a threat to individual liberty and a potential catalyst for decentralized, privacy-preserving AI solutions. Researchers should explore zkML (Zero-Knowledge Machine Learning) and other privacy-enhancing technologies as critical infrastructure for a future with pervasive digital surveillance.

BitTensor's Governance: The Benevolent Dictator Model

Kidd, a long-time student of governance, argues that throughout history, dictatorial or autocratic governance has been the norm, with democracy being a relatively new and often "fake" invention marred by crony capitalism and nepotism. He draws parallels between the collapse of empires (Roman to Vatican, British to accounting expertise) and the potential future of the US. For BitTensor, he asserts that the "best form of governance is a benign or benevolent dictator," likening it to a parent-child relationship. He identifies Const, BitTensor's founder, as this benevolent dictator, stating, "No one loves BitTensor more than Const." Kidd views BitTensor as a "decentralizing permissionless incentive protocol," with Const gradually releasing control.

  • Actionable Insight: Understanding BitTensor's current governance model as a "benevolent dictatorship" is crucial. Investors should track Const's actions and statements, as his influence remains paramount in the network's strategic direction and decentralization roadmap.

DTO and the Subnet Mission vs. Early Revenue Dilemma

The DTO (Decentralized TAO Offering) mechanism allows people to vote with their money, but Kidd notes it has generated backlash. He clarifies his stance on revenue: while DSV focuses on revenue, he cautions against subnets chasing "fast early revenue at the detriment to their mission." He argues that subnets with "lofty goals" (e.g., Templar's distributed training models, Metanova's research) become "suboptimal in their pursuit of their mission" if they shoehorn products for quick revenue. He highlights that some research subnets are fortunate to have backing from entities like K (Const's entity) until they achieve their mission.

  • Strategic Implication: Investors should prioritize subnets with clear, ambitious missions and sufficient long-term funding, rather than those forced into short-term revenue generation by market pressures. Evaluate a subnet's ability to resist "shoehorning" products for quick gains.

TaoFlow's Impact on Subnet Evaluation

Kidd states that TaoFlow, which penalizes subnets not achieving positive net TAO inflow, has "massively" changed his evaluation criteria. He believes TaoFlow is "forcing subnets... to be more short-term thinking," which he finds surprising and detrimental to many research-focused subnets. While 0% emissions don't affect alpha payouts to miners/validators, the pool's growth freezes. This pressure often compels subnet owners to quickly develop revenue-generating products to "appease net TAO inflow" and avoid falling down the ladder.

  • Actionable Insight: TaoFlow introduces a short-term pressure on subnets. Investors need to assess if a subnet's long-term mission can withstand this pressure or if it has external backing (like K's support for Metanova or Templar) to navigate periods of low TAO inflow without compromising its core objectives.

Astrid Intelligence PLC (Subnet 127) Vision and Funding

Siam Kidd, as Chief Strategy Officer (CSO) of Astrid Intelligence PLC, outlines an ambitious vision to raise $100 million. He clarifies that Astrid Intelligence PLC is an operating company, not an investment company, and its subnet (127) is the core technology. The innovative financial engineering involves a PLC owning a subnet, allowing its emissions to be treated as revenue (multiplied by 12 for forward-looking revenue) and the value of its alpha treasury to be used on the balance sheet for capital raising. This structure enabled Astrid to raise more capital in five days than DSV did in ten months. The primary goal is to "convert TradFi fiat into TAO," addressing the current difficulty of large-scale fiat-to-TAO conversions in the ecosystem.

  • Strategic Implication: Astrid PLC represents a novel financial engineering approach to bridge traditional finance (TradFi) with BitTensor. Crypto AI investors should closely watch Astrid's capital raising efforts as a potential model for bringing significant external capital into the BitTensor ecosystem, which could drive overall TAO demand.

Astrid's Funding Mechanism and Strategy

Astrid's strategy involves creating "paper value" within the PLC to raise multiples of that value. This includes leveraging owner key emissions (e.g., acquiring 10% of a subnet's owner key, generating 47,000 alpha/year from a single deal) and projecting forward-looking revenue. The digital alpha treasury, combined with the high APY (Annual Percentage Yield) of subnets, is intended to create a "money glitch" for capital raising. Kidd aims to raise £20-30 million (pounds) in January-February, demonstrating the model's viability to attract further investment.

  • Actionable Insight: The "money glitch" concept, leveraging subnet emissions and alpha treasury value for TradFi capital raises, is a critical innovation. Investors should analyze the sustainability and scalability of this model, particularly its reliance on consistent subnet performance and the ability to convert paper value into liquid capital.

Astrid's Liquidity Sync and Miner Dynamics

Astrid plans to establish a "Digital Alpha Treasury" as a liquidity sync, inspired by Metahash's concept. Miners or alpha holders can lock up their subnet alpha (e.g., $10,000 worth of "ridges" alpha) via a smart contract for 27 months. In return, they temporarily become a miner for Astrid and receive a discounted amount of Astrid's own alpha (e.g., $9,000 worth), which they can immediately sell without lockup. This mechanism aims to provide liquidity to subnet alpha holders without directly impacting their original subnet's chart. The speed of compensation depends on Astrid's alpha price and daily mining emissions.

  • Strategic Implication: Astrid's liquidity sync offers a potential solution for subnet alpha holders to gain liquidity without directly selling their holdings on the open market, which could stabilize subnet token prices. Researchers should evaluate the economic incentives and potential for "dumping" Astrid's alpha, and how this impacts Astrid's own tokenomics.

Navigating Price Volatility and Buybacks

Kidd acknowledges the potential for a "slippery slope" if Astrid's alpha price drops, slowing miner compensation. He explains that the PLC's ability to raise significant capital allows for strategic deployment of TAO into subnets. Profits generated from these deployments (e.g., 20% OTC + 80% on-market buying leading to 2x price increases) will be used for Astrid alpha buybacks, mitigating sell-side pressure. He emphasizes Astrid's role as an "injective subnet," bringing new capital into BitTensor, which should increase the overall sum of subnets and average alpha prices.

  • Actionable Insight: Astrid's model relies on generating profits from subnet investments to fund its own alpha buybacks, creating a positive feedback loop. Investors should scrutinize Astrid's investment performance and its ability to execute profitable deployments and buybacks to maintain its token's value and the liquidity sync's viability.

Comparison with Frank Rizzo's DAT Strategy

Kidd differentiates Astrid's approach from Frank Rizzo's DAT (Decentralized Autonomous Treasury) strategy, which uses a NASDAQ-listed entity. Rizzo's model involves subnet owners locking up alpha in exchange for NASDAQ-listed shares with vesting programs, creating potential sell-side pressure on the public entity. Kidd believes Rizzo's model, as a pure DAT, faces challenges in raising capital compared to Astrid's operating company PLC structure. Astrid's subnet status provides an "umbilical cord" of emissions from BitTensor, which it aims to leverage as a "financial umbilical cord for BitTensor as a whole."

  • Strategic Implication: The comparison highlights two distinct approaches to bringing TradFi capital into BitTensor. Astrid's integration as an operating subnet within BitTensor's incentive structure may offer a more robust and capital-efficient pathway than a purely external, NASDAQ-listed DAT. Investors should compare the long-term sustainability and capital-raising efficacy of both models.

Operational Returns of Astrid

Kidd explains that Astrid's "operational returns" come from deploying TAO into other subnets. For example, investing 3,000 TAO into a subnet like Video (20% OTC, 80% on-market buying over months) is expected to significantly boost its chart (e.g., 2x higher). This makes the initial OTC element "wildly in profit." As the subnet grows with organic buy pressure, Astrid can slowly scale out of its position, retaining its principal and generating profit. This profit is then channeled into buybacks of Astrid's own alpha, reinforcing its token value.

  • Actionable Insight: Astrid's operational success hinges on its ability to identify and strategically invest in promising subnets, driving their growth and generating profitable exits. Investors should track Astrid's subnet investment portfolio and its reported returns to gauge the effectiveness of this strategy.

DSV's Relationship with Lead Poet (Subnet 71)

Kidd openly declares Lead Poet (Subnet 71) as his "favorite subnet," highlighting it as DSV's first "properly incubated subnet." DSV provided funding (initial OPEX, on-market buying), helped with launch, and holds a 10% ownership stake, aligning for the long term. Lead Poet's product, focused on "really good lead generation," is seen as a "holy grail" for all businesses and potentially beneficial for every subnet. Kidd recounts the messy process of acquiring a subnet slot for Lead Poet, including being "front-run" due to leaked information.

  • Strategic Implication: DSV's incubation model for Lead Poet demonstrates a hands-on approach to fostering subnet growth. Investors should look for similar strategic partnerships and incubation efforts within the ecosystem, as they can signal strong potential for specific subnets.

DSV's Other Formalized Subnet Relationships and OTC Deals

DSV has several other formalized relationships with subnets, typically involving 5-10% ownership stakes that are often not perpetual. Kidd emphasizes avoiding "egregious" contracts where a single entity owns 20-50% of a subnet, which can disincentivize the core team. DSV's preferred OTC (Over-The-Counter) deal structure involves 20% OTC for the team's cash flow and 80% on-market buying, benefiting both the team and alpha holders by boosting emissions and price. DSV has completed around 30 such deals since June, each tailored to the specific subnet.

  • Actionable Insight: DSV's preferred 20% OTC / 80% on-market buying model offers a balanced approach to funding subnets, providing immediate capital while also supporting market price and emissions. Subnet teams seeking funding should consider this structure, and investors can view it as a positive signal of long-term alignment.

Selling Points for DSV and Deal Negotiation

Kidd attributes DSV's success in attracting subnet partnerships to transparency, integrity, and a commitment to "happy happy happy" outcomes for all parties involved (subnet owner, DSV, and alpha holders). He approaches negotiations from "first principles," aiming to find a middle ground between ideal outcomes for both sides. He notes that some teams use DSV to get written offers and then "shop around," which is a frustrating but common practice.

  • Strategic Implication: DSV's reputation for transparency and fair dealing is a valuable asset in the BitTensor ecosystem. Subnet teams should seek partners with similar values to ensure long-term, mutually beneficial relationships.

CryptoAI Day Events and Strategy

Kidd has hosted quarterly physical events for 13 years, including BitTensor-focused events for the past two years. His goal is to "increase the amount of fresh eyeballs and fresh capital" onto BitTensor, culminating in a large event in Austin, Texas, next September. He structures events with a single stage, no breakout rooms or exhibitions, to curate a "mental learning journey" for attendees. This includes "orange pilling" (educating about Bitcoin's value proposition), discussing future trends in AI, and showcasing subnets. Despite being "loss-making events," he continues them for community building and ecosystem growth.

  • Strategic Implication: In-person events like CryptoAI Day are crucial for onboarding new investors and researchers into the BitTensor ecosystem, especially from TradFi. Tracking these events and their content can provide insights into the ecosystem's growth strategy and the subnets being highlighted.

Leo's Role (CTO) and Sunday Bar Connection

Leo serves as Astrid's CTO, leading a team of six developers and continuing to run trading algorithm competitions. He is also an advisor to Sunday Bar, but Kidd clarifies that this is a personal connection through a shared owner of multiple subnets (Tiger Alpha, Tiger Beta, Sunday Bar, Astrid), not a direct relationship between Astrid and Sunday Bar. Astrid has recently hired a full-time BitTensor developer, indicating a growing internal technical capacity.

  • Strategic Implication: The technical leadership of individuals like Leo, who are involved across multiple subnets and developing trading algorithms, highlights the interconnectedness and talent within the BitTensor ecosystem. Investors should note the increasing professionalization of subnet development teams.

Controversial Change for the BitTensor Ecosystem

Kidd suggests a controversial change: for Const, the founder, to reduce public interventions that might deter institutional investors. While acknowledging Const's indispensable role as the "benevolent dictator" who built the ecosystem, Kidd shares feedback from institutional investors and family offices. They perceive public disputes in Telegram groups or large, sudden TAO sales by the founder (e.g., 1,800 TAO of Ready AI, causing 0% emissions) as signs of an "immature ecosystem" and "negative vectors." Such actions create uncertainty, leading some large investors to sell off TAO. He emphasizes that while Const's actions have been vital, a more "mature" public image could attract more significant capital.

  • Actionable Insight: The perception of ecosystem maturity is critical for attracting institutional capital. Investors should monitor the public communication and actions of BitTensor's leadership, as these can significantly influence large-scale investment decisions and the overall stability of the ecosystem.

Advice for Allocating TAO into Subnets

For subnet owners, Kidd advises improving marketing and communication:

  • Develop 10-second, 30-second, and 2-minute explanations of their subnet in "basic mansplaining 5-year-old English," avoiding jargon.
  • Ensure websites clearly explain their function.
  • Be active on social media (tweet twice a week, weekly/bi-weekly live AMAs) to maintain investor confidence and prevent short-term selling due to perceived inactivity.

For DTO investors, Kidd notes that TaoFlow has fostered "short-termism." His "Game Theory Optimal" (GTO) advice is to:

  • Look for low-liquidity, low-priced subnets with strong teams and good products. These offer a "markedly higher" potential for 3-5x ROI multiples compared to high-liquidity, high-priced subnets.
  • Utilize tools like TaoStats to filter by TAO liquidity, observing that lower liquidity subnets often show greener charts due to higher emissions relative to price.
  • Strategic Implication: Subnet owners must prioritize clear, consistent communication and marketing to attract and retain investors. DTO investors should adopt a "GTO" strategy by identifying undervalued, low-liquidity subnets with strong fundamentals, leveraging TaoStats for data-driven decisions, and understanding that TaoFlow incentivizes short-term trading.

Conclusion

The conversation underscores BitTensor's unique governance and the evolving financial engineering within its ecosystem. Investors and researchers should strategically evaluate subnets based on long-term mission alignment, monitor new TradFi integration models like Astrid PLC, and adapt investment strategies to TaoFlow's short-term incentives by targeting undervalued, low-liquidity subnets.

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