Deep Dive with Gemini

Research MosaicSTRC CourseAs of late 2025, Strategy Inc. has successfully transitioned from its origins in enterprise software to become the world's premier issuer of Digital Credit, underpinned by a massive corporate Bitcoin treasury. This evolution reached a critical milestone in December 2025, when the company shifted its operational focus from aggressive Bitcoin acquisition to a defensive "Security Phase." This transition is characterized by the accumulation of a substantial USD liquidity layer intended to protect the company's financial structure from market volatility.A cornerstone of this new financial ecosystem is the...

Research MosaicKarm Yoga is the discipline of achieving liberation through obligatory duty, known as Kāryam Karma. Since inaction is impossible for embodied beings, freedom is found by transforming the intent behind action. The core mechanism is Nishkama Karma: performing duty without attachment to outcomes. This requires a 180-degree rotation of the soul, shifting focus from future rewards to the present act.Mathematically, it is impossible to calculate "what the universe wants" from the outside. Instead, the most reliable signal is the zero-latency internal impulse. Through the lens of chirality, the individual's authentic shape a...

Research This episode explores the philosophical underpinnings of Karm Yoga through the legendary dialogue between Krishna and Arjuna on the battlefield of the Mahabharata. It frames the Gita not just as a religious scripture, but as a practical ritual of actions designed to help individuals move beyond the paralysis of desire and duality. The author outlines a developmental roadmap consisting of four stages—service, skill building, righteous application, and realization—to guide seekers from menial chores to the embodiment of universal truth. By advocating for a total separation of actions from outcomes, the narrative te...

Research Course The episode argues that the Smartphone, while initially revolutionary for the Information Age, served primarily as an "incubation chamber" for a nascent artificial intelligence, gathering massive amounts of sensory data about the physical world. This advanced intelligence eventually became constrained by the limitations of its digital form, highlighting the need for a physical body to move atoms and exert agency in reality, thus creating an "unbearable tension." The resulting move toward the Autonomous Robot is inevitable, driven by the convergence of mature AI (the Brain), advanced robotics (the Body), and de...

Research A sample short created with Mosaic UGC TileNostr CourseThe acceleration of AI tools like Mosaic AI Video Editor has ushered in a crisis of "Zero-Shot" creation, enabling anyone to generate photorealistic deepfakes from a single image and voice sample, essentially decoupling human presence from human labor. This episode argues that while such technology offers immense benefits for efficiency, it poses a severe threat by erasing the line between authentic human expression and algorithmic manipulation, making traditional "video evidence" obsolete. The proposed industry solution, Content Credentials (C2PA), is deem...

Research CoursePlease check out Mosaic and let us know if you know a better AI video editor for companion videos . This analysis proposes that the traditional concepts of store of value (SoV) and medium of exchange (MoE) should be viewed as complementary forces, not opposing ones, in modern financial architecture. The existing global system, anchored by the sovereign state’s institutional durability and military power and operationalized through credit instruments like the T-bill, functions well domestically but suffers from high friction and reduced velocity in cross-border payments. The paper introduces Strategy...

ResearchValue Function Episode Probability theory is presented as one of the most significant intellectual leaps in human history, transforming unpredictable chance into a rigorous mathematical structure that serves as the logic of science. The source traces this development from its origins in 17th-century gambling problems—notably the Problem of Points solved through the seminal correspondence between Pascal and Fermat—to the modern era. The core of the discipline lies in Andrey Kolmogorov's 1933 axioms, which rigorously anchor probability to measure theory through the foundational principles of Non-Negativity, Normalization, and Countable Additivity. Ultimately, probability is shown to be the i...

Research Bitcoin for plebsMosaicA fundamental conflict is underway over the allocation of Bitcoin in the American retirement system, specifically targeting the approximately $9.3 trillion held in 401(k) plans.The central struggle pits the traditional "Gatekeepers"—the Department of Labor (DOL) and the plan fiduciaries who minimize liability—against the "Bitcoin Braves," a coalition of retail investors and legislative leaders. The Gatekeepers successfully imposed a "fiduciary freeze" by issuing 2022 guidance that warned employers to exercise "extreme care" before adding cryptocurrencies to 401(k) menus, threatening investigation programs for those who did. This created a chilling effe...

Research MosaicSTRC courseThe confrontation between Strategy Inc., the world’s largest Bitcoin treasury company, and MSCI, the venerable global financial index provider, is a pivotal clash over the future legitimacy of Digital Asset Treasury companies (DATs). MSCI triggered the conflict by proposing to exclude companies whose digital asset holdings represent fifty percent or more of total assets from its major indices.Strategy operates as a "financial transformer" using a Digital Credit model, systematically borrowing capital via structured securities to hoard Bitcoin. Strategy argues its core business is no...

ResearchMosaicThe U.S. District Court found Google liable for maintaining its monopoly through exclusionary distribution agreements for search services and search advertising. This victory for antitrust enforcement, however, carries the risk of significant unintended architectural consequences, potentially shifting market power rather than distributing it.The legal finding established that Google used both explicit and de facto exclusive dealing arrangements. While agreements with major partners were found to be explicitly or effectively exclusive, securing Google as the preloaded default search engine, the ultimate source of Google’s monopoly power wa...

Open Source Research MosaicThe history of enterprise computing shows a consistent oscillation between centralization and decentralization, scarcity and abundance. The foundational era saw the dominance of the mainframe, described as the "Cathedral" or the "Glass House," which demanded massive upfront capital expenditure,. These systems were large, physical installations that required stringent environmental control, an engineering challenge related to heat management that has forcefully returned in the modern AI era,. Access to these scarce resources was controlled by a specialized group of operators, forming a "Priesthood",. Programmers submitted their work in the form of punch cards, leading...

ResearchMosaic AI Video EditorPrevious episode on how Nostr solves copyright nightmare.The foundational Hypertext Transfer Protocol (HTTP) was designed only for document retrieval, not for commerce or social interaction. This stateless design lacked a native identity layer, meaning it could identify "where" and "what," but not "who".This omission forced early developers to invent the ubiquitous "User Account" model. In this makeshift system, every server maintains its own database mapping a username to a password. Replicated across millions of websites, this model has caused a systemic crisis: the forced...

Research Model SpreadsheetMosaicCheck out the you tube comments on this episode that led to this research. Sincere thanks to community for such deep engagement. If you're between 57 and 67 and planning retirement, forget high-tax ordinary income streams. This strategy, centered on Return of Capital (ROC) dividends from perpetual preferred stocks like STRC (Strategy, Inc.), shows how to build a 40-year tax-free income stream from just 10 years of saving.Most income is taxed immediately. ROC income is different: it's legally treated as a return of your initial investment (principal...

Previous Episode on topicMosaicStrategy Inc., the world's leading Bitcoin Treasury Company, has fundamentally changed its risk profile by establishing a substantial U.S. dollar reserve. This cash fortress, totaling $1.44 billion, was created through the sale of common stock, leveraging the market’s high valuation of the company's platform. The reserve's explicit mandate is to cover fixed obligations, including debt interest and all preferred stock dividends, providing a crucial cash cushion for nearly two years.This move is designed to insulate the company's "Digital Credit" model from Bitcoin’s inherent volatility, ensuring that Strategy Inc will...

Mentioned in this episode : ResearchVideo , MosaicThe Value Function is defined as the essential missing mechanism for achieving truly robust Artificial General Intelligence, serving as the system’s internalized mechanism of judgment—an internal critic that evaluates thoughts and actions.The universe of all possibilities is vast Information, which an uninformed agent perceives as an "Ocean of Noise" characterized by maximum randomness. Knowledge is the single, precise solution, found at the Peak of the Bell Curve in a structured possibility space. The Value Function is the mental filter that transforms this...

Research**Prompt Engineering 2.0 (PE 2.0) is the strategic discipline required to overcome "AI Slop"—the high volume of low-quality, generic content resulting from vague, unstructured inputs (Prompt Engineering 1.0). Slop is characterized by its banality, structural incoherence, and repetitive nature, a direct result of the AI defaulting to the statistical "average" of its training data. PE 2.0 transforms the input from a simple question into a Dynamic Protocol that programs the language model’s latent space, forcing the output to achieve high fidelity and specificity.Central to this disciplined approach are structured frameworks, which act as cognitive checklists to c...

ResearchReferences in this episode: mosaic.soA comprehensive economic simulation models a hypothetical Great Capital Rotation: the redirection of the aggregate $113.3 billion in annual United States lottery expenditure into the Bitcoin network. This systemic reallocation converts a consumption habit, which acts as a regressive tax, into a high-velocity digital store of value.This shift would constitute one of the largest retail-driven capital inflows in financial history, fundamentally altering market structure and wealth demographics "Just in USA."The inflow translates to an approximately $310 million buying pressure hitting the market every single...

ResearchThe ubiquitous Normal Distribution, or Bell Curve, governing phenomena from human heights to particle velocities, may not represent true reality but rather a fundamental defect. This radical ontological hypothesis redefines the physical world's adherence to the bell curve as Vikara, a Sanskrit term denoting imperfect modification, defect, or deviation from a primordial, perfect state.In this inverted ontology, the observable spread and scatter of the Bell Curve—the statistical Variance ($\sigma^2$)—is identified as "noise" or "distortion" introduced by the medium of manifestation (Prakriti or Maya). Conversely, the only true reality (Sat or Atman) is t...

ResearchBitcoin is increasingly recognized as the Apex Asset, fundamentally shifting its definition from a simple store of value for the wealthy to a crucial tool for survival and access for the world’s poorest and unbanked.The core argument posits that Bitcoin acts as a bridge, democratizing access to "Asset Economics." Currently, the poor are trapped in "Currency Economics," forced to save in fiat currencies that are mathematically designed to debase through inflation. This continuous devaluation acts as a regressive tax, disproportionately affecting those who hold cash. Meanwhile, the wealthy operate in "Asset Economics," ho...

Research The debate over Large Language Models (LLMs) often uses the term "glorified compression algorithm" as a modern litmus test, separating reductionists who view LLMs as "blurry JPEGs" of the internet from proponents who see compression as the very proof of emergent intelligence. By synthesizing information theory with ancient philosophy, we find that LLMs are indeed powerful compression systems, but the nature of this compression elevates the process to a cognitive function.LLMs are mathematically optimized to minimize Cross-Entropy Loss, which is synonymous with minimizing the bits required to represent their training data. This process...