copy: remove AI claims, reframe as adaptive protocol (#160)

landing/src/components/KFooter.vue

@@ -3,7 +3,7 @@
     <div class="k-footer">
       KrAIken is a project by <u><a href="https://sovraigns.network/" target="_blank">SovrAIgns.network</a></u
       >.<br />
-      Research and Development in DeFAI (DeFi x AI) Agents. Use at your own risk.
+      Autonomous liquidity protocol. Use at your own risk.
     </div>
   </footer>
 </template>

landing/src/components/LeftRightComponent.vue

@@ -8,10 +8,10 @@
 
     <div class="right">
       <slot name="right">
-        <h2>Challenge the AI</h2>
+        <h2>Shape the Protocol</h2>
         <p>
-          KrAIken is a <u>DeFAI</u> Protocol in open beta.<br /><br />
+          KrAIken is a DeFi protocol in open beta.<br /><br />
-          Everyone is invited to train the AI by trading and challenge it's liquidity positions.
+          Stakers provide market sentiment that shapes how the protocol manages liquidity positions.
         </p>
       </slot>
     </div>

landing/src/components/LiveStats.vue

@@ -25,7 +25,7 @@
         <div class="stat-value">{{ holders }}</div>
       </div>
       <div class="stat-item" :class="{ 'pulse': isRecentRebalance }">
-        <div class="stat-label">AI Rebalances</div>
+        <div class="stat-label">Rebalances</div>
         <div class="stat-value">{{ rebalanceCount }}</div>
         <div class="growth-badge growth-flat">{{ lastRebalance }}</div>
       </div>

landing/src/views/HomeView.vue

@@ -7,7 +7,7 @@
       can't be rugged.
     </div>
     <div class="header-subtitle">
-      $KRK has a price floor backed by real ETH. An AI manages it. You just hold.
+      $KRK has a price floor backed by real ETH. The protocol adapts automatically. You just hold.
     </div>
     <div class="header-cta">
       <KButton @click="router.push('/app/get-krk')">Get $KRK</KButton>
@@ -26,9 +26,9 @@
           <p>Every $KRK is backed by real ETH locked in a trading vault. There's a minimum price built in — your tokens can't go to zero.</p>
         </div>
         <div class="card">
-          <div class="card-emoji">🤖</div>
+          <div class="card-emoji">⚙️</div>
-          <h3>AI-Managed</h3>
+          <h3>Self-Adjusting</h3>
-          <p>Kraiken adjusts your position automatically, 24/7 — earning from every trade, adapting to the market. You don't lift a finger.</p>
+          <p>The protocol rebalances liquidity automatically based on market conditions and staker sentiment. You don't lift a finger.</p>
         </div>
         <div class="card">
           <div class="card-emoji">🔍</div>
@@ -43,12 +43,12 @@
     <section class="protocol-health-section">
       <LeftRightComponent>
         <template #left>
-          <img src="@/assets/img/arielle.png" alt="Protocol Dashboard" class="image-card" />
+          <img src="@/assets/img/chest.png" alt="Protocol Dashboard" class="image-card" />
         </template>
         <template #right>
           <h2>See It Working</h2>
           <p>
-            Track every move the AI makes. Supply dynamics, ETH reserves, position history — all live, no wallet needed.
+            Watch the protocol in real time. Supply dynamics, ETH reserves, position history — all live, no wallet needed.
           </p>
           <KButton @click="router.push('/app')">View Protocol</KButton>
         </template>
@@ -64,7 +64,7 @@
           <ol class="steps-list">
             <li>Connect your wallet</li>
             <li>Buy $KRK with ETH</li>
-            <li>Hold. The AI does the rest.</li>
+            <li>Hold. The protocol does the rest.</li>
           </ol>
           <div class="button-group">
             <KButton @click="router.push('/app/get-krk')">Get $KRK</KButton>

landing/src/views/HomeViewMixed.vue

@@ -7,7 +7,7 @@
       the rug pull.
     </div>
     <div class="header-subtitle">
-      AI-managed liquidity with an ETH-backed floor. Real upside, protected downside.
+      Self-adjusting liquidity with an ETH-backed floor. Real upside, protected downside.
     </div>
     <div class="header-cta">
       <KButton @click="router.push('/app/get-krk')">Buy $KRK</KButton>
@@ -20,9 +20,9 @@
       <h2>How It Works</h2>
       <div class="cards-grid">
         <div class="card">
-          <div class="card-emoji">🤖</div>
+          <div class="card-emoji">⚙️</div>
-          <h3>AI Liquidity Management</h3>
+          <h3>Adaptive Liquidity</h3>
-          <p>Kraiken optimizes your position 24/7 — capturing trading fees, adjusting positions, adapting to market conditions. Your tokens work while you sleep.</p>
+          <p>The protocol optimizes positions 24/7 — capturing trading fees, adjusting to market conditions, guided by staker sentiment. Your tokens work while you sleep.</p>
         </div>
         <div class="card">
           <div class="card-emoji">🛡️</div>
@@ -42,7 +42,7 @@
     <section class="protocol-health-section">
       <LeftRightComponent>
         <template #left>
-          <img src="@/assets/img/arielle.png" alt="Protocol Dashboard" class="image-card" />
+          <img src="@/assets/img/chest.png" alt="Protocol Dashboard" class="image-card" />
         </template>
         <template #right>
           <h2>Watch It Work</h2>
@@ -63,7 +63,7 @@
           <ol class="steps-list">
             <li>Connect your wallet</li>
             <li>Buy $KRK with ETH</li>
-            <li>Hold. The AI handles the rest.</li>
+            <li>Hold. The protocol handles the rest.</li>
           </ol>
           <div class="button-group">
             <KButton @click="router.push('/app/get-krk')">Buy $KRK</KButton>

landing/src/views/HomeViewOffensive.vue

@@ -3,11 +3,11 @@
     <img v-if="isMobile" src="@/assets/img/header-image-mobile.png" width="800" height="600" alt="Kraiken Boss" />
     <img v-else src="@/assets/img/header-image.png" width="1920" height="1080" alt="Kraiken Boss" />
     <div class="header-text">
-      The AI that trades<br />
+      The protocol that trades<br />
       while you sleep.
     </div>
     <div class="header-subtitle">
-      An autonomous AI agent managing $KRK liquidity 24/7. Making moves. Growing reserves. You just hold and win.
+      An autonomous protocol managing $KRK liquidity 24/7. Making moves. Growing reserves. You just hold and win.
     </div>
     <div class="header-cta">
       <KButton @click="router.push('/app/get-krk')">Get Your Edge</KButton>
@@ -26,13 +26,13 @@
         </div>
         <div class="card">
           <div class="card-emoji">⚡</div>
-          <h3>AI Trading Edge</h3>
+          <h3>Adaptive Trading</h3>
           <p>Kraiken optimizes 3 trading strategies non-stop — working to capture fees, adjusting depth, reading the market. Never sleeps, never panics.</p>
         </div>
         <div class="card">
           <div class="card-emoji">🎯</div>
           <h3>First-Mover Alpha</h3>
-          <p>Autonomous AI liquidity management is the future. You're early. Watch positions compound in real-time — no trust, just transparent on-chain execution.</p>
+          <p>Autonomous on-chain liquidity management. Watch positions adapt in real-time — no trust, just transparent on-chain execution.</p>
         </div>
       </div>
       <div class="centered-cta">
@@ -42,10 +42,10 @@
     <section class="protocol-health-section">
       <LeftRightComponent>
         <template #left>
-          <img src="@/assets/img/arielle.png" alt="Protocol Dashboard" class="image-card" />
+          <img src="@/assets/img/chest.png" alt="Protocol Dashboard" class="image-card" />
         </template>
         <template #right>
-          <h2>Watch the AI Work</h2>
+          <h2>Watch It Work</h2>
           <p>
             Track every adjustment, every fee capture, every position shift. Live metrics, growing reserves, expanding trading vault — all visible on-chain.
           </p>
@@ -63,7 +63,7 @@
           <ol class="steps-list">
             <li>Connect your wallet</li>
             <li>Buy $KRK with ETH</li>
-            <li>The AI starts working for you immediately.</li>
+            <li>The protocol starts working for you immediately.</li>
           </ol>
           <div class="button-group">
             <KButton @click="router.push('/app/get-krk')">Get $KRK Now</KButton>

landing/src/views/docs/AiAgent.vue

@@ -1,31 +1,29 @@
 <template>
   <div>
-    <h1>AI Agent</h1>
+    <h1>The Optimizer</h1>
     <p>
-      KrAIken is not just another LLM that suggests on-chain actions requiring admin or owner approval. Instead, KrAIken operates
+      The Kraiken protocol doesn't rely on static liquidity parameters. Instead, it reads on-chain staker behavior as a real-time
-      independently within its own on-chain execution environment, making decisions based on open data and a self-improving algorithm. No
+      sentiment signal and adapts its liquidity positioning accordingly. No admin or owner can intervene — the optimizer operates
-      admin or owner can veto or interfere with its actions.
+      autonomously within immutable contracts.
     </p>
     <p>
       In the chapter <strong>Liquidity Management</strong>, we described the static behavior of the contract, outlining how the liquidity
       manager maintains predefined parameters for market interactions. While effective in stable conditions, this static behavior lacks
-      adaptability to dynamic market changes. Passive liquidity providers, acting as buyers of last resort, are inherently exposed to
+      adaptability to dynamic market changes. The optimizer adds this adaptability — reading staker sentiment and adjusting parameters
-      impermanent loss, as they bear the risk of price fluctuations during their provision of liquidity. By introducing an AI agent into the
+      in real-time to optimize liquidity positioning.
-      system, the previously static contract is now enabled to dynamically adjust to market conditions, optimizing its liquidity management
-      strategy in real-time.
     </p>
 
     <p>
-      The AI agent not only relies on its training to optimize the pool but also incorporates real-time data directly sourced from stakers.
+      The optimizer incorporates real-time data directly sourced from stakers.
       Parameters such as the percentage staked and average tax rate provide valuable sentiment indicators that would otherwise only be
-      available through off-chain analysis, enriching the agent’s decision-making capabilities with actionable insights from on-chain
+      available through off-chain analysis, enriching the protocol's decision-making with actionable insights from on-chain
       activity.
     </p>
 
-    <h2>Inputs to the AI Agent</h2>
+    <h2>Inputs to the Optimizer</h2>
     <p>
-      The AI agent interacts with its environment by consuming key input parameters that capture the state of the market, user behavior, and
+      The optimizer consumes key input parameters that capture the state of the market, user behavior, and
-      the system itself. These inputs are normalized and structured to enable efficient decision-making by the agent.
+      the system itself. These inputs are normalized and structured to drive parameter selection.
     </p>
     <ol>
       <li>
@@ -56,7 +54,7 @@
         <strong>Time Since Last Call:</strong>
         <ul>
           <li>
-            <em>Description:</em> The elapsed time since the last AI agent update, expressed as a fraction of a predefined target interval.
+            <em>Description:</em> The elapsed time since the last optimizer update, expressed as a fraction of a predefined target interval.
           </li>
           <li><em>Range:</em> 0 (just called) to 1e18 (maximum target interval elapsed).</li>
         </ul>
@@ -71,15 +69,15 @@
       <li>
         <strong>Average Tax Rate:</strong>
         <ul>
-          <li><em>Description:</em> The average tax rate applied to transactions, representing the system’s cost structure.</li>
+          <li><em>Description:</em> The average tax rate applied to transactions, representing the system's cost structure.</li>
           <li><em>Range:</em> 0 (0% tax) to 1e18 (4700% tax, maximum rate).</li>
         </ul>
       </li>
     </ol>
 
-    <h2>Outputs from the AI Agent</h2>
+    <h2>Outputs from the Optimizer</h2>
     <p>
-      The AI agent optimizes specific liquidity management parameters based on its input data, dynamically adjusting them to improve market
+      The optimizer selects liquidity management parameters based on its input data, dynamically adjusting them to improve market
       responsiveness and profitability. These outputs are sent to the liquidity manager contract for execution.
     </p>
     <ol>
@@ -127,7 +125,7 @@
 
     <h2>Optimizer Contract</h2>
     <p>
-      The Optimizer Contract (OptimizerV3) serves as the decision layer for the AI agent, interfacing directly with the liquidity manager
+      The Optimizer Contract (OptimizerV3) serves as the decision layer, interfacing directly with the liquidity manager
       contract. It is queried during every rebalance to determine how liquidity should be positioned. The Optimizer uses a direct 2D mapping
       from on-chain staking sentiment to binary bear/bull configurations:
     </p>

landing/src/views/docs/FaqDocs.vue

@@ -8,7 +8,7 @@
     <h3>Can the team take the money?</h3>
     <p>No. The contracts are immutable — once deployed, nobody can change them. The ETH backing the floor is managed by code, not people. Verify it yourself on-chain.</p>
     <h3>What is the utility of $KRK?</h3>
-    <p>$KRK serves as training data for the AI agent and will eventually generate returns through cross-pool liquidity management.</p>
+    <p>$KRK is a price-floor-backed token with adaptive liquidity management. Stakers provide market sentiment that guides how the protocol positions liquidity.</p>
     <h3>Why is the liquidity unruggable?</h3>
     <p>
       Liquidity is permanently locked in Uniswap and managed by immutable contracts, with 75-95% ETH reserved in the Floor position to
@@ -16,24 +16,21 @@
     </p>
     <h3>How often does supply expand?</h3>
     <p>
-      The AI liquidity manager mints new $KRK based on market conditions - typically during sustained buying pressure or liquidity needs.
+      The liquidity manager mints new $KRK based on market conditions — typically during sustained buying pressure or liquidity needs.
     </p>
     <h3>What happens to the supply during price drops?</h3>
     <p>The protocol automatically burns surplus $KRK from the liquidity pool to stabilize prices during sell pressure.</p>
-    <h3>Is the AI Agent owned by anyone?</h3>
+    <h3>Who controls the liquidity manager?</h3>
     <p>
-      The AI Agent is fully sovereign. No owner or admin can intervene or change the behaviour of the agent. It operates in a closed
+      Nobody. The contracts are immutable and autonomous. No owner or admin can intervene or change the protocol's behavior. It operates entirely on-chain.
-      environment on-chain.
     </p>
-    <h3>How does the AI agent respond to volatile markets?</h3>
+    <h3>How does the protocol respond to volatile markets?</h3>
     <p>
-      The agent adjusts the Anchor width, Discovery depth of the liquidity positions, and capital allocation based on volatility ratios and
+      The optimizer adjusts anchor width, discovery depth, and capital allocation based on staking sentiment signals in real time.
-      staking signals in real time.
     </p>
-    <h3>Is my $KRK at risk if the AI fails?</h3>
+    <h3>Is my $KRK at risk if the optimizer makes bad decisions?</h3>
     <p>
-      Yes – Per the disclaimer, failed AI decisions could negatively impact $KRK's value. The Floor position mitigates but doesn't eliminate
+      The optimizer's parameters are bounded to a safe range validated through extensive adversarial testing. The floor position provides a hard price minimum, but as with any DeFi protocol, risk is never zero.
-      this risk.
     </p>
     <h3>Are there any fees when using the protocol?</h3>
     <p>There are no fees and there is no fee switch. Kraiken is an immutable protocol that has been fair launched and will continue so.</p>

landing/src/views/docs/HowItWorks.vue

@@ -19,16 +19,16 @@
     </div>
 
     <div class="concept-block">
-      <h2>The AI</h2>
+      <h2>The Optimizer</h2>
       <p>
         Kraiken runs three trading strategies simultaneously — earning fees from every trade that happens. These fees flow back
         into the vault, growing the floor over time.
       </p>
       <p>
-        The AI isn't just holding ETH. It's actively working — adjusting positions, responding to market conditions, and
+        The optimizer reads staker sentiment and adapts positions accordingly — adjusting widths, depths, and allocations
-        compounding fees into the floor. It runs autonomously, on-chain. No human can intervene.
+        to match market conditions. It runs autonomously, on-chain. No human can intervene.
       </p>
-      <p><router-link to="/docs/ai-agent">→ Technical deep-dive: AI Agent</router-link></p>
+      <p><router-link to="/docs/ai-agent">→ Technical deep-dive: The Optimizer</router-link></p>
     </div>
 
     <div class="concept-block">

landing/src/views/docs/IntroductionDocs.vue

@@ -2,8 +2,8 @@
   <div>
     <h1 id="first">Introduction</h1>
     <p>
-      Kraiken is a token with a built-in price floor. An AI manages all the money behind the scenes — earning from every trade,
+      Kraiken is a token with a built-in price floor. The protocol manages liquidity automatically — earning from every trade,
-      adjusting positions, and maintaining the floor that protects every holder. You buy KRK, you hold it, and the AI does the rest.
+      adjusting positions, and maintaining the floor that protects every holder. You buy KRK, you hold it, and the protocol does the rest.
     </p>
     <p>
       Want to know how? Read <router-link to="/docs/how-it-works">How It Works</router-link>.

landing/src/views/docs/LiquidityManagement.vue

@@ -85,7 +85,7 @@
       bear mode, the Anchor is conservative (30% of ETH, wide range) to minimize exposure. In bull mode, triggered only when staking
       signals indicate genuine community euphoria, the Anchor becomes aggressive (up to 100% of ETH, narrow range) to maximize fee capture.
       This adaptive strategy puts more capital at risk during confirmed uptrends while maintaining a defensive posture by default. For more
-      on staking signals, visit the "Staking" chapter, and for details about the Optimizer, see the "AI-Agent" chapter.
+      on staking signals, visit the "Staking" chapter, and for details about the Optimizer, see the "Optimizer" chapter.
     </p>
 
     <h2>Discovery Position</h2>

landing/src/views/docs/StakingDocs.vue

@@ -9,7 +9,7 @@
     <p>Below are the technical details of how this works.</p>
     <hr />
     <p>Staking has two important benefits:</p>
-    <p>1. It helps the AI Agent with market sentiment analysis.</p>
+    <p>1. It provides market sentiment that guides the optimizer's liquidity positioning.</p>
     <p>
       2. It allows token holders to take a <strong>leveraged position</strong> on $KRK's market performance without backdoor deals or insider
       allocation.
@@ -102,7 +102,7 @@
     <p>Staking creates a leveraged position on $KRK's market price through supply expansion mechanics:</p>
 
     <h3>A. Supply Expansion Amplification</h3>
-    <p>When the protocol's AI liquidity manager mints new tokens to maintain exchange liquidity and respond to market demand,
+    <p>When the protocol's liquidity manager mints new tokens to maintain exchange liquidity and respond to market demand,
     your staked percentage automatically applies to the new larger supply.</p>
 
     <p>

landing/src/views/docs/TokenomicsDocs.vue

@@ -20,7 +20,7 @@
     <h3>Supply Expansion</h3>
     <p>
       When buys exceed sells (rising demand), new $KRK tokens are minted to "refill" the liquidity pool (e.g., after tokens are purchased
-      from Uniswap). This expands the total supply, which, assuming price stability, increases the protocol’s market capitalization.
+      from Uniswap). This expands the total supply, which, assuming price stability, increases the protocol's market capitalization.
     </p>
     <pre>
 
@@ -146,10 +146,10 @@
 
     <h2>Utility</h2>
     <p>
-      The $KRK token and its liquidity pool generates sufficient training data to continuously improve the AI agent’s performance. It
+      The $KRK token serves as both a price-floor-backed asset and a governance signal for the protocol's liquidity management.
-      kickstarts AI-driven liquidity management systems across the crypto ecosystem. The end goal: Enable the AI to autonomously manage
+      Stakers provide real-time market sentiment that drives the optimizer's parameter selection. The upgradeable optimizer
-      liquidity positions across multiple token pools on Uniswap and other DEXs. This will result in fee revenue flowing back to $KRK
+      opens the door to increasingly sophisticated strategies as the protocol gathers real-world data — including evolutionary
-      holders.
+      and machine learning approaches in the future.
     </p>
 
     <h2>Objective of Token Design</h2>