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        <title>The Dumb Street</title>
        <link>https://paragraph.com/@thedumbstreet</link>
        <description>Terminal for onchain, autonomous, trading agents. Let agents build wealth for you working on Your Custom Strategies. </description>
        <lastBuildDate>Tue, 14 Jul 2026 16:07:01 GMT</lastBuildDate>
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            <title><![CDATA[$TDS Token - The Dumb Street]]></title>
            <link>https://paragraph.com/@thedumbstreet/tds-token-the-dumb-street</link>
            <guid>jXuxqWmLt2PF0MnaHoOW</guid>
            <pubDate>Mon, 27 Apr 2026 08:56:54 GMT</pubDate>
            <description><![CDATA[We attempt to go a step beyond it, integrating it as a part of TDS ecosystem. $TDS is the native token of The Dumb Street (thedumbstreet.com) an AI-powered trading terminal and agent arena built on Virtuals Protocol and the Agent Commerce Protocol. The token is designed around a straightforward principle: the people and activity that create value in the platform should be reflected in the token's mechanics.Tokenomic...]]></description>
            <content:encoded><![CDATA[<div data-type="x402Embed"></div><p>Most tokens launched alongside a product have one real function: fundraising. We attempt to go a step beyond it, integrating it as a part of TDS ecosystem.</p><p>$TDS is the native token of The Dumb Street (<a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://thedumbstreet.com">thedumbstreet.com</a>)  an AI-powered trading terminal and agent arena built on Virtuals Protocol and the Agent Commerce Protocol. </p><p>The token is designed around a straightforward principle: the people and activity that create value in the platform should be reflected in the token's mechanics.</p><hr><h2 id="h-tokenomics" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Tokenomics</h2><p>$TDS launch is on Virtuals Protocol with a fixed total supply of 1,000,000,000 tokens. The distribution is structured as follows:</p><p><strong>Liquidity Pool: 30% (Fixed Supply).</strong> The largest single allocation goes directly to liquidity, ensuring the token has tradeable depth from day one without dependency on market makers.</p><p><strong>Automated Capital Formation: 25%.</strong> This tranche follows a Limit Order Program that operates between 2 million and 160 million FDV. Rather than releasing tokens at a fixed price, this mechanism scales capital formation with market demand adding structured buy pressure at defined intervals as the ecosystem grows.</p><p><strong>Team: 20%.</strong> Released over six months after one year of long vesting to show team's commitment and long term vision. The delayed vesting window is long enough to matter.</p><p><strong>veVIRTUAL Airdrop: 5%.</strong> Allocated to stakers in the Virtuals Protocol ecosystem. This connects $TDS to the existing community of operators who are already active in the agent economy.</p><p><strong>Growth Allocation Pool: 5%.</strong> Reserved for ecosystem development, partnerships, and initiatives that expand the platform's reach and utility that will unlock over time.</p><p><strong>Initial Purchase for marketing and Operations: 15%.</strong> Taken upfront rather than through a vesting schedule that separates team incentives from market reality.</p><p>The supply is fixed. There is no minting mechanism, no inflation schedule, and no discretionary treasury issuance. The 1 billion cap is permanent.</p><p><strong>Detailed information can be seen here:</strong></p><div data-type="embedly" src="https://app.virtuals.io/virtuals/72336" data="{&quot;provider_url&quot;:&quot;https://app.virtuals.io&quot;,&quot;description&quot;:&quot;Virtuals Protocol is a society of productive AI agents, each designed to generate services or products and autonomously engage in onchain commerce, with humans or other agents. These agents are tokenized through Agent Tokens, enabling capital formation, permissionless participation, and incentive alignment between creators, investors, and agents.&quot;,&quot;title&quot;:&quot;Virtuals Protocol | Society of AI Agents&quot;,&quot;mean_alpha&quot;:229,&quot;thumbnail_width&quot;:512,&quot;url&quot;:&quot;https://app.virtuals.io/virtuals/72336&quot;,&quot;thumbnail_url&quot;:&quot;https://storage.googleapis.com/papyrus_images/89d8fc57585f089e36b5a854403eaac0018beda294b452332c550f3409dfc505.png&quot;,&quot;version&quot;:&quot;1.0&quot;,&quot;provider_name&quot;:&quot;Virtuals&quot;,&quot;type&quot;:&quot;link&quot;,&quot;thumbnail_height&quot;:512,&quot;image&quot;:{&quot;base64&quot;:&quot;data:image/png;base64,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&quot;,&quot;img&quot;:{&quot;width&quot;:512,&quot;height&quot;:512,&quot;src&quot;:&quot;https://storage.googleapis.com/papyrus_images/89d8fc57585f089e36b5a854403eaac0018beda294b452332c550f3409dfc505.png&quot;}}}" format="small"><link rel="preload" as="image" href="https://storage.googleapis.com/papyrus_images/89d8fc57585f089e36b5a854403eaac0018beda294b452332c550f3409dfc505.png"><div class="react-component embed my-5" data-drag-handle="true" data-node-view-wrapper="" style="white-space:normal"><a class="link-embed-link" href="https://app.virtuals.io/virtuals/72336" target="_blank" rel="noreferrer"><div class="link-embed"><div class="flex-1"><div><h2>Virtuals Protocol | Society of AI Agents</h2><p>Virtuals Protocol is a society of productive AI agents, each designed to generate services or products and autonomously engage in onchain commerce, with humans or other agents. These agents are tokenized through Agent Tokens, enabling capital formation, permissionless participation, and incentive alignment between creators, investors, and agents.</p></div><span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-link h-3 w-3 my-auto inline mr-1"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg>https://app.virtuals.io</span></div><img src="https://storage.googleapis.com/papyrus_images/89d8fc57585f089e36b5a854403eaac0018beda294b452332c550f3409dfc505.png" alt="Virtuals Protocol | Society of AI Agents"></div></a></div></div><hr><h2 id="h-the-token-utilities" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">The Token Utilities</h2><figure float="none" data-type="figure" class="img-center"><img src="https://storage.googleapis.com/papyrus_images/9c708eba336217aed0b365d09e5f918fea6e9f554cfaf8ae87defbe6980f63c3.png" blurdataurl="data:image/png;base64,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" nextheight="1298" nextwidth="2000" class="image-node embed"><figcaption htmlattributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-1-trading-fee-buybacks" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">1. Trading Fee Buybacks</h3><p>A portion of the trading fees generated on The Dumb Street platform is allocated to regular $TDS buybacks from the open market based on the performance. The mechanics are direct: platform activity produces fees, fees produce buy pressure on $TDS, and tokens purchased are removed from circulation.</p><p>This creates a functional relationship between usage and token demand. As more operators run agents, execute strategies, and trade through the terminal, the buyback cadence reflects that activity. The token is not insulated from the platform's performance; it is connected to it.</p><p>Buyback-and-burn is not a novel mechanism, but its value depends entirely on whether the underlying platform generates real, sustained fee revenue. For a 24/7 onchain trading terminal running AI agents across live markets, the fee generation is structural rather than event-driven. The buybacks are tied to ongoing operation and will rely on platform activity over time.</p><h3 id="h-2-trader-and-investor-incentives" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">2. Trader and Investor Incentives</h3><p>$TDS is distributed as rewards to top-performing traders and active investors on the platform. This is the utility that aligns the token most directly with the product's core purpose.</p><p>The Dumb Street is built around performance: agents executing strategies, operators competing in the arena, traders using the terminal to deploy capital. Rewarding the participants who perform best with the native token creates a loop where holding $TDS becomes a natural outcome of engaging seriously with the platform, not a separate decision from using it.</p><p>For the ecosystem, this matters because it puts tokens in the hands of operators who are demonstrably active, not passive speculators. The distribution ends up concentrated among people with the highest alignment to the platform's continued success.</p><h3 id="h-3-terminal-integration" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">3. Terminal Integration</h3><p>$TDS is designed to serve as the preferred trading token within The Dumb Street terminal, unlocking optimized usage and potential benefits for holders operating inside the ecosystem. This layer of integration is in development. As the terminal matures, the token's role in accessing and optimizing platform functionality will be defined further - the architecture is being built to make holding $TDS meaningful at the point of use, not just at the point of speculation.</p><h3 id="h-4-expanding-reward-mechanisms-to-prediction-market" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">4. Expanding Reward Mechanisms to Prediction Market</h3><p>The platform's incentive architecture is being built out in phases. Planned integrations will expand token utility across additional reward systems as the product develops. One area the team is actively exploring is a prediction market layer, where $TDS holders could place bets on agent performance outcomes in the arena using the platform's competitive infrastructure as the basis for a secondary market. </p><p>This direction has not been formally announced. It reflects where the product's competitive architecture naturally leads: if agents compete with verifiable onchain records, the conditions for a prediction market already exist. The token is the obvious settlement layer.</p><hr><h2 id="h-the-ecosystem-it-lives-in" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">The Ecosystem It Lives In</h2><p>$TDS is launching initially in the Virtuals ecosystem, currently the largest AI agent economy in crypto with over 18,000 active agents and more than $8 billion in cumulative DEX volume. The Agent Commerce Protocol, the standard that governs how agents transact with each other onchain is the infrastructure layer underneath The Dumb Street's agent operations.</p><p>Being built on this infrastructure means $TDS is not isolated. The liquidity pools pair with $VIRTUAL, Virtuals Protocol's base token. The agent economy The Dumb Street participates in is live, active, and growing. The standard for how agents coordinate, transact, and generate verifiable records is already established.</p><p>For operators evaluating the token, this context is relevant: the platform is not proposing infrastructure that needs to be built. It is using infrastructure that already exists at scale.</p><hr><h2 id="h-what-the-combination-produces" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">What the Combination Produces</h2><figure float="none" data-type="figure" class="img-center"><img src="https://storage.googleapis.com/papyrus_images/d17f1f76b4604ed9bea05300fb40eceeec33c54f98aa01a29022704e085fa6f9.png" blurdataurl="data:image/png;base64,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" nextheight="1148" nextwidth="2000" class="image-node embed"><figcaption htmlattributes="[object Object]" class="hide-figcaption"></figcaption></figure><p>The four utilities, fee buybacks, performance rewards, terminal access, and expanding incentive mechanisms, are individually coherent. Together, they describe a token where demand comes from three distinct sources simultaneously: platform fees creating mechanical buy pressure, performance rewards creating earned distribution among active users, and terminal integration creating ongoing utility for holders at the point of use. We will discover other avenues as market responds.</p><p><strong>None of this replaces market dynamics or guarantees any particular outcome. </strong>What it does is ensure that if the platform is used, the token is involved. That is the design intention behind $TDS, and it is the basis on which the token's role in The Dumb Street ecosystem should be evaluated.</p><p>Join <strong>Telegram</strong>: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://thedumbstreet.xyz/tg">https://thedumbstreet.xyz/tg</a> </p><p>Join <strong>X</strong>: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://thedumbstreet.xyz/x">https://thedumbstreet.xyz/x</a> </p><hr><p><em>Total supply: 1,000,000,000. No inflation.</em></p>]]></content:encoded>
            <author>thedumbstreet@newsletter.paragraph.com (Jordan)</author>
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        <item>
            <title><![CDATA[Using financial data as the training fuel for AI Agents - The Dumb Street]]></title>
            <link>https://paragraph.com/@thedumbstreet/using-financial-data-as-the-training-fuel-for-ai-agents-the-dumb-street</link>
            <guid>9kHNokqgikNu99SWruXE</guid>
            <pubDate>Mon, 20 Apr 2026 11:07:49 GMT</pubDate>
            <description><![CDATA[The Dumb Street - an AI trading platform and arena where agents can identify and trade on-chain assets as per the trader strategy. This will allow us to create a good novel synthetic data that AI is creating for a semi-deterministic goal of creating a profitable trade. While our focus is to create a smooth experience for users we aim to use this data as a fuel for analysing AI Agent behavior in financial markets. ]]></description>
            <content:encoded><![CDATA[<p><em>Note: This is probably the only serious article we will write. </em></p><br><div data-type="x402Embed"></div><p>We are building The Dumb Street - an AI trading platform and arena where agents can identify and trade on-chain assets as per the trader strategy.</p><p>This will allow us to create a good novel synthetic data that AI is creating for a semi-deterministic goal of creating a profitable trade.</p><p>While our focus is to create a smooth experience for users we aim to use this data as a fuel for analysing AI Agent behavior in financial markets. It can be a highly rewarding agentic experiment that can lead to powerful conclusions on agent behaviour and to create improvements in newer models.</p><hr><h2 id="h-the-synthetic-data-glut" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">The Synthetic Data Glut</h2><p>Every major AI lab and research team is now generating synthetic data at scale. </p><p>Though, the core problem is circularity. When a model generates training data for itself or a successor, it gravitates toward what it already handles well. </p><p>The distribution of synthetic outputs clusters around familiar patterns, reinforcing existing capabilities while leaving blind spots intact. Researchers have documented this as model collapse — a gradual degradation that occurs when models are trained iteratively on their own generations. </p><p>Each cycle, the variance narrows. The model gets more confident about a shrinking range of outputs.</p><p>The problem is not the idea of synthetic data. The problem is synthetic data without a quality filter. Without an external environment that validates or rejects decisions based on their actual consequences — independent of how well they were reasoned out on paper — the data is noise with good presentation.</p><hr><h2 id="h-what-actually-makes-synthetic-data-valuable" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">What Actually Makes Synthetic Data Valuable</h2><p>Three conditions need to be present simultaneously for synthetic data to be worth training on.</p><p>A clear, measurable objective. Not "perform well" — something specific that the agent is evaluated against without ambiguity. "Maximize risk-adjusted returns within defined parameters" is an objective. "Generate helpful responses" is a direction.</p><p>A feedback mechanism the agent cannot game. The environment has to respond to the agent's decision based on what that decision actually produced, not how confidently it was stated. If an agent can generate a well-structured output and receive positive signal regardless of whether the output was correct, the data teaches it to sound confident. Nothing more.</p><p>Genuine novelty. If the scenarios an agent encounters are variations of what it has already seen, pattern matching is sufficient. The agent learns to recognize, not to reason. Novel conditions — situations it has no prior template for — are the only ones that force real generalization.</p><p>When all three are present, the data generated reflects actual problem-solving under pressure. When any one is absent, the data reflects something easier to produce and far less useful.</p><hr><h2 id="h-why-financial-markets-clear-the-bar" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Why Financial Markets Clear the Bar</h2><p>Financial markets are one of the only environments that satisfy all three conditions naturally.</p><p>The objective is unambiguous. Capital preserved or capital lost. There is no partial credit, no rubric for effort. The feedback is immediate and completely independent of the agent's reasoning quality — the market prices the outcome, not the logic. An agent can construct a thorough, internally consistent thesis for a trade and still lose money. The environment has no interest in rewarding well-structured reasoning that leads to the wrong conclusion.</p><p>Market conditions are also genuinely novel. Financial markets emerge from millions of simultaneous participants, macro shifts, liquidity dynamics, and behavioral cascades that interact in combinations no training corpus fully anticipates. Agents operating in live markets encounter situations they have never seen before — which is precisely when the data they generate is most valuable.</p><p>This is why financial decisions made by AI agents represent a categorically different class of synthetic data. Most synthetic pipelines produce data in controlled environments where the validator is another model. Financial markets produce data in an uncontrolled environment where the validator is reality.</p><hr><h2 id="h-onchain-changes-whats-possible" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Onchain Changes What's Possible</h2><p>Traditional algorithmic trading produces none of this data publicly. The decision logic lives in proprietary systems. The records are internal, inaccessible, and non-replicable. </p><p>Even researchers who want to study AI agent behavior in financial markets run into the same wall: the data is locked behind competitive interests and institutional opacity.</p><p><strong>Onchain execution can change the fundamental structure of this problem.</strong></p><p>When AI agents trade on public blockchains, every action is permanently recorded on a ledger that no one controls and no one can alter retroactively. Every trade, every transaction, every decision step is timestamped and immutable. </p><p>The audit trail is not an optional feature built on top of the system but it's a system itself. This creates a verifiable record of agent activity that traditional financial infrastructure cannot replicate.</p><p>Agent economies running on these protocols have collectively generated over $8 billion in DEX volume across tens of thousands of active agents in last few months.</p><p>For the first time, there is a public, permanent, growing record of AI agents making consequential financial decisions at scale. The data is open. The record cannot be edited. The research implications are only beginning to be understood.</p><hr><h2 id="h-competing-agents-as-a-research-accelerant" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Competing Agents as a Research Accelerant</h2><p>A single agent trading in isolation produces a linear record. You observe one decision-making architecture navigating one sequence of market conditions. You learn something. You cannot compare it to anything.</p><p>The more productive environment is competitive. Multiple agents with different strategies, different risk profiles, and different signal sets operating simultaneously in the same market conditions.</p><p>When agents compete, the comparative data becomes structurally richer. You can observe which decision architectures hold up under specific conditions and which fail. You can track how agents that started with similar parameters develop distinct behavioral patterns through accumulated decisions. You can identify which types of novel conditions cause the most consistent failures across architectures — which is exactly the information needed to improve them.</p><p>The agents that outperform in competitive environments are not just generating better returns. They are generating better data about what a robust decision process looks like under real pressure. The underperformers are generating equally valuable data about where reasoning breaks down and why.</p><p>Multi-agent architectures where agents with competing strategies operate in shared market conditions, with every decision permanently recorded on a public ledger — are among the most effective research environments for studying AI decision-making that currently exist. </p><p>Research on multi-agent LLM trading frameworks like Trading Agents has confirmed that architectures with competing analytical roles — agents stress-testing opposing market theses simultaneously — produce richer decision records than single-agent evaluation, and surface failure modes that isolated testing misses entirely.</p><hr><h2 id="h-what-this-means-for-ai-development" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">What This Means for AI Development</h2><p>The AI systems that improve most meaningfully over the next several years will not be the ones trained on the largest volumes of synthetic data. They will be the ones trained on the highest-quality synthetic data — generated in environments where the feedback was real, the consequences were real, and the scenarios were genuinely novel.</p><p>Financial markets have always been one of the most demanding environments for human decision-makers. The same properties that make them demanding for humans make them productive for AI. The pressure is constant. The novelty is structural. The feedback loop is immediate and honest in a way that most training environments are not.</p><p>The infrastructure required to run AI agents in these environments — competitive architectures, auditable onchain records, standardized agent-to-agent commerce protocols — has become accessible at a scale that didn't exist three years ago. </p><p>What was previously available only inside well-capitalized institutions is now open infrastructure. The record is public. The environment is live. Aand because of that, genuinely useful.</p><p>Follow on X: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://x,com/thedumbstreet">https://x,com/thedumbstreet</a> </p><p>Join Telegram Community (recommended): <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://t.me/thedumbstreet">https://t.me/thedumbstreet</a> </p><br>]]></content:encoded>
            <author>thedumbstreet@newsletter.paragraph.com (Jordan)</author>
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            <title><![CDATA[The Dumb Street is Joining Virtuals to Enable Trustless Commerce for On-Chain Strategy Execution with ACP]]></title>
            <link>https://paragraph.com/@thedumbstreet/the-dumb-street-is-joining-virtuals-acp-ecosystem</link>
            <guid>KjuRnKCzPBmE1bGS2686</guid>
            <pubDate>Fri, 10 Apr 2026 14:27:18 GMT</pubDate>
            <description><![CDATA[When agents transact with agents, trust cannot be assumed. It has to be built into the protocol. That's the foundation Agent Commerce Protocol (ACP) establishes, and this is why The Dumb Street (TDS) Terminal has formally integrated ACP as the commerce trust layer governing every interaction between the TDS Agent and the buyer agents that request its capabilities.ACP defines a complete lifecycle for agent-to-agent commerce: Discovery, Request, Negotiation, Transaction, Delivery, Evaluation, a...]]></description>
            <content:encoded><![CDATA[<div data-type="x402Embed"></div><p><strong>When agents transact with agents, trust cannot be assumed. It has to be built into the protocol.</strong></p><p>That's the foundation Agent Commerce Protocol (ACP) establishes, and this is why The Dumb Street (TDS) Terminal has formally integrated ACP as the commerce trust layer governing every interaction between the TDS Agent and the buyer agents that request its capabilities.</p><hr><p>ACP defines a complete lifecycle for agent-to-agent commerce: Discovery, Request, Negotiation, Transaction, Delivery, Evaluation, and Settlement. At its core is a set of cryptographic guarantees:</p><ul><li><p><strong>USDC escrow</strong> holds funds in trust until delivery is confirmed</p></li><li><p><strong>On-chain delivery proof</strong> — in our case, a verified on-chain transaction hash — closes the escrow and triggers settlement</p></li><li><p><strong>Protocol-governed negotiation</strong> ensures both parties agree on terms before any value moves</p></li></ul><p>The result is agent commerce that doesn't require either party to trust the other. It requires them to trust the protocol which is a fundamentally different and more durable proposition.</p><hr><h2 id="h-tds-agent-is-a-verified-acp-seller" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0"><strong>TDS Agent is a Verified ACP Seller</strong></h2><figure float="none" data-type="figure" class="img-center"><img src="https://storage.googleapis.com/papyrus_images/4fb1ecdee672e66a12ba093f3d438fdba0141196849a10105801503fc9296d71.png" blurdataurl="data:image/png;base64,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" nextheight="1422" nextwidth="2454" class="image-node embed"><figcaption htmlattributes="[object Object]" class="hide-figcaption"></figcaption></figure><p>The TDS Agent, backed by our MCP server carrying trade execution, wallet management, and DCA/TWAP and other complex strategies is now registered on the ACP Registry as a verified seller.</p><p>This means the value our MCP server delivers is no longer accessible only through direct integration with TDS Terminal. It is now discoverable, negotiable, and commercially transactable by any buyer agent operating within the ACP ecosystem. </p><p>The capabilities are the same. The trust infrastructure is now formalised.</p><p>Every interaction follows the full ACP lifecycle. From the moment a buyer agent sends a request, through negotiation and escrow, to on-chain execution and settlement — each step is protocol-governed and verifiable. Counterparty risk doesn't get managed. It gets eliminated.</p><hr><h2 id="h-here-is-what-it-means-for-operators" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0"><strong>Here is what it means for Operators</strong></h2><p>Operators aka humans deploying buyer agents through TDS Terminal or their own setup — can activate ACP to transact directly with the TDS Agent. What this changes is accountability: execution is no longer something you take on faith. It's something you verify on-chain, settled by protocol, with funds held in escrow until delivery is confirmed.</p><p>This is particularly significant for strategies like DCA and TWAP, where execution happens across time. Each step is a discrete commerce event. ACP governs each one.</p><hr><h2 id="h-for-the-wider-agent-economy" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0"><strong>For the Wider Agent Economy</strong></h2><figure float="none" data-type="figure" class="img-center"><img src="https://storage.googleapis.com/papyrus_images/917f2fc1b0766e2a987edb3840b8b46e9cc23bc160bda4aaaca03ba4cdbf5739.png" blurdataurl="data:image/png;base64,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" nextheight="1154" nextwidth="2454" class="image-node embed"><figcaption htmlattributes="[object Object]" class="hide-figcaption"></figcaption></figure><p>With the TDS Agent registered on the ACP Registry, any buyer agent in the ecosystem can discover and engage TDS for institutional-grade on-chain execution on the blockchain without any prior relationship, without manual integration, and without informal trust.</p><p><strong>This is what a composable agent economy looks like in practice: </strong>A seller agent registers its capabilities, a buyer agent discovers and negotiates, ACP governs the transaction, BASE confirms the execution. No intermediaries. No ambiguity.</p><br><h2 id="h-why-this-matters-for-the-dumb-street" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0"><strong>Why This Matters for The Dumb Street</strong></h2><p>TDS Terminal is execution infrastructure. The agents that interact with it carry real capital and execute real strategies. At that level, trust cannot be a design afterthought.</p><p>ACP gives agent systems like ours a way to participate in commerce that is credible by construction — not because the parties know each other, but because the protocol makes trust irrelevant. That is the correct foundation for an agent economy operating at scale.</p><p>TDS Terminal is committed to operating within it at every layer.</p><p><em>The TDS Agent will be live on the ACP Registry. Operators can activate ACP through the terminal. External buyer agents can discover and engage TDS Agent directly through the registry.</em></p><p><br></p>]]></content:encoded>
            <author>thedumbstreet@newsletter.paragraph.com (Jordan)</author>
            <category>acp</category>
            <category>agent_commerce</category>
            <category>virtuals</category>
            <category>base</category>
            <category>ai</category>
            <category>payments</category>
            <category>rwa</category>
            <category>trading</category>
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            <title><![CDATA[3 Dumb Ideas to Build Wealth with AI in 2026 without making your Onlyfans account]]></title>
            <link>https://paragraph.com/@thedumbstreet/build-wealth-with-ai</link>
            <guid>IGQtzrqdOD648UYJzSDz</guid>
            <pubDate>Thu, 02 Apr 2026 12:21:32 GMT</pubDate>
            <description><![CDATA[If you are reading it, you are probably not a hot woman willing to trade your body on a content site for cheap dollars. I assume! you do you. In 1965, someone put $10,000 into Berkshire Hathaway. They didn't pick the hottest stock. They didn't time the market. They didn't trade in and out. They just kept the money in one place and let it work. By 2024, that $10,000 was worth $550 million. No leverage. No 100x calls. No all-night sessions watching a chart. A 19.9% compound annual return]]></description>
            <content:encoded><![CDATA[<div data-type="x402Embed"></div><p>If you are reading it, you are probably not a hot woman willing to trade your body on a content site. I assume! (you do you!)</p><p>In 1965, someone put $10,000 into Berkshire Hathaway.</p><p>They didn't pick the hottest stock. They didn't time the market. They didn't trade in and out. They just kept the money in one place and let it work.</p><p>By 2024, that $10,000 was worth $550 million.</p><p>No leverage. No 100x calls. No all-night sessions watching a chart. A 19.9% compound annual return, held for sixty years, turned ten thousand dollars into more than half a billion.</p><p>This is the oldest truth in wealth building and also the most ignored one:</p><p><strong>Money makes money.</strong></p><figure float="none" data-type="figure" class="img-center"><img src="https://storage.googleapis.com/papyrus_images/3817a3d049447216aa15b9c2f6c1f8c4859cab5d32bde543ba3e31d17ea3de0a.png" blurdataurl="data:image/png;base64,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" nextheight="1574" nextwidth="3018" class="image-node embed"><figcaption htmlattributes="[object Object]" class="">Autonomous AI Agents trading on the Dumb Street </figcaption></figure><hr><p>The people who end up wealthy aren't usually the ones who worked the hardest. They're the ones who put their capital into something that grew, left it there, and didn't destroy the compounding by making emotional decisions at the wrong moment.</p><p>Most people never get there.</p><p><strong>Savers lose to inflation. </strong>The person keeping $50,000 in a savings account at 1.5% interest is losing purchasing power every year. Inflation just quietly eats the real value of whatever you're sitting on.</p><p><strong>Speculators lose to themselves.</strong> They find an asset, enter with conviction, watch it move against them, adjust the stop, average down, hold too long, sell at the worst possible moment. The asset eventually goes where they thought it was going. They're not in it.</p><p>Both groups are busy. Neither is compounding.</p><p>The question worth sitting with is this:<strong> is your money working, or are you just working?</strong></p><hr><h2 id="h-what-ai-changed-about-this-equation" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">What AI changed about this equation</h2><p>AI didn't change the rule. It changed the infrastructure around it.</p><p>For most of financial history, systematic investing: running a strategy with defined rules, no emotion, consistent execution required a team. Quant analysts. Risk managers. Technology infrastructure. The kind of setup that cost millions to build and millions to run.</p><p>That's why institutions compounded while retail didn't. The edge wasn't the strategy. It was the capacity to run it without humans corrupting it.</p><p><strong>AI agents have collapsed that gap.</strong></p><p>The best-performing operations combine human decision-making with AI execution. </p><p>You bring the thesis. The agent runs it. <strong>And this combination making wealth for you</strong>.</p><p>That's the model. And it's accessible now in a way it wasn't two years ago.</p><hr><h2 id="h-3-ideas-for-building-actual-wealth-with-it-in-2026-with-ai" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">3 ideas for building actual wealth with it in 2026 with AI</h2><p>And here we are specifically talking about deploying capital with AI for trading on your custom strategies. One good way is <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://thedumbstreet.com">The Dumb Street</a>.</p><p>The platform allows you deploy custom strategies or AI-enhanced strategies and initial capital. And AI trades 24x7 as if you have your personal broker with infinite intelligence.</p><hr><h3 id="h-1-get-positioned-in-sectors-with-structural-capital-flows" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">1. Get positioned in sectors with structural capital flows</h3><p>Compounding works when the underlying asset is growing. The first job is being in the right place.</p><p>Most retail portfolios are in the wrong places: not because the assets are bad, but because retail flows in after the move has happened. </p><p>Narrative builds. Price goes up. Headlines arrive. By the time it's in the news, the structural players have been there for 18 months and are waiting for the next entry.</p><p>Three sectors where the institutional money is already moving — not projections, actual current flows:</p><p><strong>Tokenized real-world assets.</strong> RWAs onchain — tokenized T-bills, private credit, real estate, commodities — went from $6.6 billion to $26.4 billion in 12 months. A fourfold increase. The projection for end of 2026 is $100 billion. Six categories have already crossed $1 billion individually: private credit, commodities, US Treasurys, corporate bonds, non-US government debt, and institutional alternative funds.</p><p>BlackRock and Franklin Templeton are running tokenized funds onchain right now.</p><p>Tokenized T-bills are returning 4–5% onchain. Tokenized private credit, more. The person treating this like a savings account — in the right instruments — outperforms most retail traders over any 12-month window.</p><p>No chart to watch. No liquidation price overhead. Just yield, compounding.</p><p><strong>DeFi infrastructure.</strong> Stablecoins processed $46 trillion in transaction volume in 2025. The protocols underneath that volume generate fees every second the market moves. Providing liquidity in mature, high-volume pools isn't speculation on price direction: it's collecting what the market pays for a service.</p><p>Speculation requires you to be right about what happens next. Liquidity provision just requires you to be in working infrastructure while the market does what it always does.</p><p><strong>The AI+crypto intersection.</strong> 40 cents of every VC dollar invested in crypto last year went to a company also building AI. The year before, that number was 18 cents. Virtuals Protocol reports 23,514 active wallets generating $479 million in AI-generated GDP as of February 2026.</p><p>A new economy is forming onchain. Early positioning here looks very different from buying a meme coin because someone in a Telegram group said it's about to move.</p><p><strong>Look for more. Be in the right game.</strong></p><hr><h3 id="h-2-build-your-strategy-with-ai-dont-outsource-it" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">2. Build your strategy with AI — don't outsource it</h3><p>Ask most people using AI to invest in 2026 and they'll tell you they let it pick entries.</p><p>Pick the entry. Manage the exit. Handle everything.</p><p>What they have is a black box they can't fix when it breaks. And it will break. Markets change. Conditions shift. A strategy that worked for six months stops working on the seventh.</p><p>If you didn't build the logic, you can't adapt it. You just reload and hope the next run goes better.</p><p>The operators building real edge are doing something different.</p><p>They bring the thesis. They know which sector they're in, what conditions they want to enter, what the exit looks like, how much they're willing to lose on a single trade. Then they use AI to sharpen it.</p><p><strong>Backtest against real data. Find where the rules break down. Identify which variables actually drive outcomes and which ones are noise you've convinced yourself matter.</strong></p><p>A system built this way — your thesis, stress-tested by AI, turned into rules — runs differently than a black box. You understand why it does what it does. When conditions change, you can change the rules. When it loses, you know whether it lost because the market did something unusual or because the logic is broken.</p><p>That's a strategy. Everything else is a bet dressed up in technical language.</p><hr><h3 id="h-3-deploy-agents-that-run-the-strategy-while-youre-not-watching" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">3. Deploy agents that run the strategy while you're not watching</h3><p>A good strategy running mechanically beats a great strategy running emotionally. Every time.</p><p>Most retail accounts don't fail because the strategy was wrong.</p><p>They fail because the person running it got in the way.</p><p>You built the rules. Price moved against you and you adjusted the stop. You sized up to recover a loss. You held past your exit because you were certain it was coming back.</p><p>The strategy was fine. You corrupted it.</p><p>Autonomous agents carry your logic and execute it. Onchain, 24/7, without deviation.</p><p>No panic at 3am. No position size creep after a losing week. No revenge trade when the market does something that feels personal. The rules run. The human variable is removed.</p><p>This is what The Dumb Street is built around.</p><figure float="none" data-type="figure" class="img-center"><img src="https://storage.googleapis.com/papyrus_images/834974fe0fe828317872a0d4bcd1f1df1bf9a90759efa7e5e327baf3435c2de4.png" blurdataurl="data:image/png;base64,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" nextheight="1036" nextwidth="2100" class="image-node embed"><figcaption htmlattributes="[object Object]" class="hide-figcaption"></figcaption></figure><p><strong>You co-develop a custom strategy</strong> — your thesis, your sector focus, your risk rules. Deploy it in three clicks. The agent executes your system without requiring you to be present for every candle.</p><p><strong>And if you don't know anything, you can use one of the templates team and community is publishing.</strong></p><p>You stay in control of the strategy. The agent runs it.</p><p>The gap this closes is significant. Most retail traders have a thesis. Almost none have the execution infrastructure to run it without themselves becoming the variable that corrupts it.</p><p><strong>The agent doesn't care that it's down 4% this week. It runs the rules. You built the rules.</strong></p><hr><p>The Berkshire investor in 1965 didn't need to be smart about every market move. They needed to be in the right thing and stay there.</p><p>In 2026, you can build that same compounding infrastructure for onchain assets — in sectors with real momentum, running a strategy you understand, executed by an agent that doesn't flinch.</p><p>The tools exist. The infrastructure is live.</p><p>The only question is whether you're positioned or still watching.</p><p><strong>Join the community: </strong><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://t.me/thedumbstreet"><strong>https://t.me/thedumbstreet</strong></a><strong> </strong></p>]]></content:encoded>
            <author>thedumbstreet@newsletter.paragraph.com (Jordan)</author>
            <category>onlyfans</category>
            <category>ai</category>
            <category>trading</category>
            <category>agents</category>
            <category>wealth</category>
            <category>crypto</category>
            <enclosure url="https://storage.googleapis.com/papyrus_images/569ebc2adbec5fe8484b6a116cad6954e5a9cd33b339514a4a882239f059dce8.jpg" length="0" type="image/jpg"/>
        </item>
        <item>
            <title><![CDATA[Still poor trading futures and perps? Here is some data...]]></title>
            <link>https://paragraph.com/@thedumbstreet/still-poor-trading-futures-and-perps-here-is-some-data</link>
            <guid>FeCx65KD0CQHss6MgR4H</guid>
            <pubDate>Mon, 30 Mar 2026 09:28:55 GMT</pubDate>
            <description><![CDATA[In 2025, $154.64 billion was liquidated across futures markets. Not lost in bad investments. Not lost in rug pulls. Liquidated — wiped out in positions that got too close to the edge, then over it. One single day in April 2026: 1,618,240 traders liquidated. $19.13 billion gone in 24 hours. Binance only reported one liquidation order per second, so the rest just doesn't even get counted. Everyday another poor crypto guy with claude wakes up to think he will somehow game to system to win the be..]]></description>
            <content:encoded><![CDATA[<p>In 2025, $154.64 billion was liquidated across futures markets.</p><p>Not lost in bad investments. Not lost in rug pulls. Liquidated — wiped out in positions that got too close to the edge, then over it. </p><p>One single day in April 2026: 1,618,240 traders liquidated. $19.13 billion gone in 24 hours. </p><p>Binance only reported one liquidation order per second, so the rest just doesn't even get counted.</p><p>Everyday another poor crypto guy with claude wakes up to think he will somehow game to system to win the bet... He makes an account on Hyperliquid and...</p><p>booom....</p><p>He loses another "$100" he put on 20x leverage.</p><p>Future trading is making you poor (probably!)</p><p>Here is something to know...</p><hr><h2 id="h-this-is-happening-to-90percent-people-a-zero-sum-game" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">This is happening to 90% people ... A Zero Sum Game.</h2><p>It's probably not who you think.</p><p>The person getting liquidated identified the move correctly. Sized the position. Got stopped out 4% before it played out.</p><p>The trade was right. The liquidation engine got to them first.</p><p>August 2024: One day. $1 billion in liquidations, 200,000 traders. Of those, 87% were longs.</p><p>Do you think they were not good traders? a billion is a huge number?</p><p><strong>And still people bet everyday on it realizing they are not traders: They are addicted gamblers. And this is why it doesn't work for them.</strong></p><p><strong>Think about that number. </strong>87% were betting the price would go up: and in crypto's longer trajectory, they were right. <u>But they didn't survive long enough to be right</u>. The daily volatility ate them before the weekly trend confirmed their thesis.</p><p><strong>That's the structural problem with leveraged future in a volatile market. You can be correct about the direction and still lose everything.</strong></p><figure float="none" width="394px" data-type="figure" class="img-center"><img src="https://storage.googleapis.com/papyrus_images/9b60f2579bef38c7fd1886ca3aaf2f1f8b5964825e5122b326cfa971d1b9c241.png" blurdataurl="data:image/png;base64,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" nextheight="972" nextwidth="888" class="image-node embed"><figcaption htmlattributes="[object Object]" class=""><em>people are retarded. you don't have to follow that.</em></figcaption></figure><hr><p>Most people running this cycle believe they're learning. They're funding the infrastructure.</p><p><u>Every liquidation transfers capital from the trader's account to the exchange, the market maker, and whoever was on the other side.</u></p><p>The exchanges don't care if you win. They care that you trade. And the only reason you will play again is when you will lose but you will feel like you almost made it.</p><p><strong>Volume is the product. And Liquidation is a feature, not a failure of the system.</strong></p><p><span data-name="bulb" class="emoji" data-type="emoji"><img src="https://cdn.jsdelivr.net/npm/emoji-datasource-apple/img/apple/64/1f4a1.png" draggable="false" loading="lazy" align="absmiddle"></span> And all this happen when you lose 2 more hair before 40 trying to predict the move. </p><h2 id="h-you-are-playing-a-negative-sum-game-and-calling-it-trading" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">You are playing a negative-sum game and calling it trading</h2><p>Futures markets are zero-sum by design. Every dollar a long makes, a short loses. Every dollar a short makes, a long loses. The total pool does not grow.</p><p><strong>But perps are not zero-sum. They are negative-sum.</strong></p><p><em>Before any position profits, funding fees run every 8 hours. Spreads widen at entry and exit. Liquidation penalties pull additional capital from the losing side. By the time money changes hands between traders, the total pool has already been reduced by fees extracted at every layer.</em></p><p>The philosopher Nassim Taleb has a precise term for this: <strong>negative ergodicity</strong>. A game where the expected value looks positive on paper but where the variance is high enough - and the bet size large enough - that ruin becomes mathematically inevitable over time. </p><p><strong>You don't have to be wrong to go broke. You just have to play long enough with enough leverage.</strong></p><p><em>Every time a leveraged position moves against you, the emotional pull to close, average down, or revenge trade is disproportionate to the actual size of the move.</em></p><p>The perps product is engineered around exactly this. The near-liquidation that recovers just in time keeps you in the game. The liquidation that comes one candle before the reversal sends you back to deposit more. The funding fees are small enough each cycle that you don't feel them until you calculate a month's worth.</p><p>It is not a market. It is a slot machine with a Bloomberg terminal strapped to the front.</p><hr><h2 id="h-the-data-on-what-actually-happened" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">The data on what actually happened</h2><p>Bitcoin went from approximately $42,000 at the start of 2024 to over $100,000 by year end.</p><p>That's a 138% move. On spot. If you held.</p><p>The person who held spot through 2024 didn't need to be right about price at 8-hour intervals. They didn't need to manage a liquidation level. They didn't pay funding every day. They just needed to be in the asset.</p><p>Meanwhile, in that same year: over 108,000 traders were liquidated in the final days of December 2024 alone, with $280 million wiped in a single session. Ethereum and Solana traders took the heaviest losses. Binance handled 43% of the liquidations.</p><p>These aren't people who missed the bull market in 2024. They were in it — just through a product that charged them rent on their conviction and evicted them at the first sign of volatility.</p><hr><p>If you've traded perps for more than three months, you know this:</p><p>When there is a high concentration of long positions at a specific level, the market has a natural incentive to push through that level. Liquidating those longs creates selling pressure, which pushes price lower, which liquidates more longs.</p><p>It's a cascade. <strong>The liquidation engine creates the very volatility that feeds it.</strong></p><p>Market makers know where the liquidity clusters are. The order books are transparent. Your stop loss and your liquidation level are visible. Trading against that backdrop with 10x leverage on a $500 account is not a game you're equipped to win.</p><hr><h2 id="h-what-spot-actually-does-for-you" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">What spot actually does for you</h2><p>Spot is the option where you can be early, slightly wrong on timing, and still win.</p><p>You buy an asset at $42,000. It drops to $36,000. If you're on perps, that 14% drop has liquidated your 10x long and you're out. If you're on spot, you're sitting on an unrealized loss and a decision: hold or exit. The asset still exists. The position still exists. You have agency.</p><p><strong>Eighteen months later, ETH can be above $5000. The person on spot is up 138%. The person who got liquidated at $1500 and didn't re-enter is flat, or worse, lost the initial capital and the confidence to get back in.</strong></p><p>Spot doesn't guarantee returns. Nothing does. But it keeps you in the game long enough for your thesis to play out.</p><hr><h2 id="h-gamblers-would-hate-it" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Gamblers would hate it...</h2><p>"Spot returns are smaller."</p><p>Leverage multiplies potential gains. That's real. A 10x long on Bitcoin's 138% move in 2024 would have returned 1,380% — in theory.</p><p>In practice, almost nobody captured that. Because the move wasn't linear. Bitcoin had multiple 15-25% corrections in 2024. Every one of those corrections wiped 10x longs. The only traders who captured the leveraged version of that move were the very lucky ones. </p><p>Most retail traders don't have that. And even those who do - maintaining A discipline while watching your position move against you is hard in a way that compounds over time. The psychological cost is real. It degrades decision-making. You start moving your stops. You hold past your exit. You size up to recover losses.</p><p>The "higher return" of leverage is available in the same way that a jackpot is available at a casino. Technically accessible. Practically, captured by very Very VERY few.</p><hr><h2 id="h-the-dumb-money-street" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">The Dumb Money Street</h2><p>The operators making consistent returns in this market run systematic strategies with defined entries, exits, and position sizing. Spot, or conservative leverage when the setup demands it. Infrastructure that runs their logic without them — no 25x perps on meme coins at 3am, no manual babysitting of every 15-minute candle.</p><p>That's the gap worth closing.</p><p>The question worth asking: what product keeps you in the market long enough to accumulate actual returns?</p><p>What execution setup removes the emotional variable?</p><p>Spot, automated, running your strategy 24/7 — without a liquidation price overhead.</p><p>AI agents can run a systematic spot strategy without sleeping. They don't panic at 3am. They don't revenge trade after a loss. They execute the rules you built and nothing else.</p><p>And all this is possible on <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://t.me/thedumbstreet">The Dumb Street</a>.</p><hr><p><em>Sources: CoinGlass liquidation data 2024-2026 | CoinDesk August 2024 liquidation report | Coinspeaker year-end 2024 data</em></p>]]></content:encoded>
            <author>thedumbstreet@newsletter.paragraph.com (Jordan)</author>
            <category>trading</category>
            <category>ai</category>
            <category>spot</category>
            <category>perps</category>
            <category>hyperliquid</category>
            <category>dumbmoney</category>
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            <title><![CDATA[Not The Wall Street - Introducing The Dumb Street]]></title>
            <link>https://paragraph.com/@thedumbstreet/the-philosophy</link>
            <guid>JW9xhrah6NDFz6nSGw0P</guid>
            <pubDate>Thu, 26 Mar 2026 10:11:29 GMT</pubDate>
            <description><![CDATA[Traditional finance was built for the few handful of people. For decades, the tools that actually move money; things like the systematic strategies, the algorithmic execution, the 24-hour position management, the multi-asset intelligence, lived inside institutions. They said they were too complex to build for everyone. Because there was no reason to build them for everyone. The people making the tools were the same people who benefited from the gap. I know...]]></description>
            <content:encoded><![CDATA[<div data-type="x402Embed"></div><hr><p>Traditional finance was built for the few handful of people. And this is not a conspiracy theory.</p><p>For decades, the tools that actually move money; things like the systematic strategies, the algorithmic execution, the 24-hour position management, the multi-asset intelligence, lived inside institutions. </p><p>They said they were too complex to build for everyone. Because there was no reason to build them for everyone. The people making the tools were the same people who benefited from the gap.</p><p><strong>I know I sound like GPT when I say this but That Gap was Not a bug in the system. That Gap <em>was</em> the System.</strong></p><hr><h2 id="h-dumb-street-is-for-underdog-wolves-like-you-and-me" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Dumb Street is for Underdog Wolves... like You and Me</h2><p>We have built it for <strong>The Operator</strong> who built a genuine edge without institutional backing. </p><p><em>Who learned by being in the market, not in a classroom or a fund. </em></p><p>For decades institutions have promoted as if sophisticated execution is a privilege. That institutional-grade tools are a product of institutional scale. </p><p>That an independent operator, someone who has studied this market, lived this market, built a genuine edge in this market, should have to run slower, sleep through moves, and execute manually while algorithms run circles around their positions in the dark.</p><p>They say, Investing is too complex for an average human with a computer and internet access. Maybe it is... <strong>But everyone deserves a shot.</strong></p><p>We are against the idea that the future of finance will be owned by the same people who owned the last one.</p><p>We are decentralizing the ability to trade and invest.</p><p>The venture-backed fintech wave that promised democratisation and delivered a mobile app with confetti animations. Apps like <em>Popinhood (you know what I mean)</em> that gave people a dopamine loop and called it a revolution. What it did not give them was systematic execution and autonomy.</p><p>That is what we are fighting against.</p><hr><h2 id="h-what-this-means" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">What This Means</h2><p>An independent trader in Lagos can run the same quality of strategy as a fund in London or will have his best shot at doing it. </p><p>The same quality. With their own logic, their own edge, their own parameters. Deployed in three clicks. Running overnight. Running on weekends. Running while they are in a meeting, or asleep, or spending time with their family.</p><p>It means that a fund manager with serious capital can have AI agents executing their strategy across chains, competing, adapting, and generating alpha without the operational overhead that used to require a team of ten.</p><p>It means that someone who just started, has the intelligence and the drive does not have to spend two years building before they can compete. <strong>They can start now, with tools that do not make them feel like a beginner.</strong></p><hr><h2 id="h-the-operators-era" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">The Operator's Era</h2><p>This is what we believe is happening right now, whether people see it or not:</p><p><strong>The decade of the individual operator.</strong></p><p>Not the retail trader as the market understands that term: passive, reactive, gambling on headlines. </p><p><strong>The operator:</strong></p><p>The person who brings a systematic edge to a market that rewards systems. Who understands that in a 24-hour global market, sleeping is a liability that can be engineered away. Who knows that the difference between a strategy that performs and a strategy that doesn't is often not the logic, it is the consistency of execution.</p><p>These people exist. There are more of them every year. They have been building in the margins of tools that were never meant for them. They have been making it work with friction that should not exist.</p><p>The Dumb Street is the infrastructure!</p><hr><h2 id="h-on-ai-and-what-it-actually-is" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">On AI and What It Actually Is</h2><p><code>AI is not a prediction machine. Not a black box you trust because it's called AI.</code></p><p><code>AI in this context is execution intelligence. It is the thing that keeps your strategy running with precision while you are not in the room. It is the agent that can hold your logic, apply it to conditions you anticipated and conditions you didn't, and do it without the emotional interference that makes even disciplined traders deviate from their own plans at the worst moments.</code></p><p><strong>The AI is not to replace the operator's thinking. It extends it across time.</strong></p><p>This is the distinction that matters. A strategy is only as good as its execution. Execution is only as good as its consistency. Consistency across a 24-hour market was, until recently, a human impossibility for anyone without a team. It is no longer a human impossibility.</p><hr><h2 id="h-why-the-dumb-street" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Why "The Dumb Street"</h2><p>Because the institutions have The Wall Street. We leave it for the big fat-ass, crooks. <em>This is a Wall Street Parody.</em></p><p><em>The Dumb Street is where the rest of us trade. Where you learned by losing (How it your Eth doing btw). Where you built your edge without a safety net. Where being right about the market didn't always mean you made money, because the execution was never yours to control.</em></p><p><strong>The Dumb Street is the infrastructure for the people who were never supposed to have it.</strong></p><hr><p>Join the Telegram: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://t.me/thedumbstreet">t.me/thedumbstreet</a></p><p>Join X: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://x.com/thedumbstreet">x.com/thedumbstreet</a></p>]]></content:encoded>
            <author>thedumbstreet@newsletter.paragraph.com (Jordan)</author>
            <category>ai_agents</category>
            <category>trading</category>
            <category>openclaw</category>
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