update metadata

D David Veksler · 1 year ago 99f4705452882fb1a7e59cc61a7cbec0c7a56d8a
Parent: 35cc60a24

1 file changed +549 −64

Diff

diff --git a/bitcoin-whitepaper.html b/bitcoin-whitepaper.html
index 2fc9190..bf751e2 100644
--- a/bitcoin-whitepaper.html
+++ b/bitcoin-whitepaper.html
@@ -3,17 +3,18 @@
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Bitcoin Whitepaper Explained: Technical Blueprint & Evolution</title> <!-- Title Updated -->
+    <title>Bitcoin Whitepaper Explained: Technical Blueprint & Evolution</title>
     <meta
       name="description"
-      content="A technically enhanced blueprint guide to Satoshi Nakamoto's Bitcoin whitepaper, including protocol evolution (SegWit, Taproot), consensus changes, and modern context." <!-- Description Updated -->
+      content="A technically enhanced blueprint guide to Satoshi Nakamoto's Bitcoin whitepaper. Includes core concepts, data structures, consensus formulas, algorithm details, protocol evolution (SegWit, Taproot), and modern context relevant for implementation."
     />
+    <!-- CORRECTED Canonical URL -->
     <link
       rel="canonical"
-      href="YOUR_URL_HERE/bitcoin-whitepaper-blueprint-evolution.html" <!-- ** IMPORTANT: Replace with actual URL if hosted ** -->
+      href="https://cheatsheets.davidveksler.com/bitcoin-whitepaper.html"
     />
 
-    <!-- Social Media Metadata (Update if needed) -->
+    <!-- Social Media Metadata (Updated URL) -->
     <meta
       property="og:title"
       content="Bitcoin Whitepaper Explained: Technical Blueprint & Evolution"
@@ -25,9 +26,24 @@
     <meta property="og:type" content="article" />
     <meta
       property="og:url"
-      content="YOUR_URL_HERE/bitcoin-whitepaper-blueprint-evolution.html" <!-- ** IMPORTANT: Replace with actual URL if hosted ** -->
+      content="https://cheatsheets.davidveksler.com/bitcoin-whitepaper.html"
     />
-    <!-- Add OG image URL if you have one -->
+    <!-- Optional: Add OG image URL -->
+    <!-- <meta property="og:image" content="YOUR_IMAGE_URL_HERE/bitcoin-whitepaper-og.png" /> -->
+    <!-- <meta property="og:image:alt" content="Diagram illustrating Bitcoin whitepaper concepts." /> -->
+    <meta name="twitter:card" content="summary" /> <!-- Changed to summary if no large image -->
+    <meta
+      name="twitter:title"
+      content="Bitcoin Whitepaper Explained: Technical Blueprint & Evolution"
+    />
+    <meta
+      name="twitter:description"
+      content="A technically enhanced guide to the Bitcoin whitepaper."
+    />
+    <!-- Optional: Add Twitter image URL -->
+    <!-- <meta name="twitter:image" content="YOUR_IMAGE_URL_HERE/bitcoin-whitepaper-og.png" /> -->
+    <!-- <meta name="twitter:image:alt" content="Diagram illustrating Bitcoin whitepaper concepts." /> -->
+
 
     <link
       href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css"
@@ -45,7 +61,7 @@
     />
 
     <style>
-      /* --- CSS Styles: Blueprint Theme (Same as previous example) --- */
+      /* --- CSS Styles: Blueprint Theme (Final Version) --- */
        @keyframes subtlePulse { 0% { transform: scale(1); box-shadow: 0 2px 5px rgba(0,0,0,0.2); } 50% { transform: scale(1.01); box-shadow: 0 4px 10px rgba(0,0,0,0.3); } 100% { transform: scale(1); box-shadow: 0 2px 5px rgba(0,0,0,0.2); } }
       :root {
         --bp-bg-main: #0F172A; --bp-bg-container: #1E293B; --bp-bg-card: #334155; --bp-bg-card-content: #475569;
@@ -58,10 +74,7 @@
         --rule-border-color: var(--bp-rule-border-color); --rule-bg-color: var(--bp-rule-bg-color); --btc-orange: var(--bp-critical-color);
         --cat-color-intro: var(--bp-highlight); --cat-color-problem: var(--bp-critical-color); --cat-color-solution: var(--bp-accent-primary);
         --cat-color-mechanism: var(--bp-accent-primary-dark); --cat-color-technical: #A5B4FC; --cat-color-security: #F472B6; --cat-color-summary: #94A3B8;
-        --cat-color-resources: var(--bp-accent-primary);
-        /* New Category Color for Evolution */
-        --cat-color-evolution: #34D399; /* Emerald/Green */
-
+        --cat-color-resources: var(--bp-accent-primary); --cat-color-evolution: #34D399; /* Emerald/Green */
         --category-color: var(--cat-color-summary); color-scheme: dark;
       }
       body { background-color: var(--bg-main); background-image: linear-gradient(rgba(96, 165, 250, 0.08) 1px, transparent 1px), linear-gradient(90deg, rgba(96, 165, 250, 0.08) 1px, transparent 1px); background-size: 30px 30px; color: var(--text-primary); font-family: "Inter", sans-serif; padding-bottom: 3rem; font-size: 15px; box-sizing: border-box; line-height: 1.65; }
@@ -78,11 +91,11 @@
       .section-title { color: var(--category-color); margin: 0 0 1.5rem 0; font-weight: 700; text-transform: uppercase; letter-spacing: 0.1em; font-size: 0.9rem; border-bottom: 1px solid var(--border-color); padding: 0.4rem 0; display: block; position: relative; z-index: 15; font-family: 'Roboto Condensed', sans-serif; text-shadow: none; }
       .section-title .bi { margin-right: 0.5em; font-size: 1.1em; vertical-align: -0.1em;}
       .cat-intro > .section-title { --category-color: var(--cat-color-intro); } .cat-problem > .section-title { --category-color: var(--cat-color-problem); } .cat-solution > .section-title { --category-color: var(--cat-color-solution); } .cat-mechanism > .section-title { --category-color: var(--cat-color-mechanism); } .cat-technical > .section-title { --category-color: var(--cat-color-technical); } .cat-security > .section-title { --category-color: var(--cat-color-security); } .cat-summary > .section-title { --category-color: var(--cat-color-summary); } .cat-resources > .section-title { --category-color: var(--cat-color-resources); }
-      .cat-evolution > .section-title { --category-color: var(--cat-color-evolution); } /* Style for new section */
+      .cat-evolution > .section-title { --category-color: var(--cat-color-evolution); }
 
       .info-card { background-color: var(--bg-card); border: 1px solid var(--bp-border-color); border-radius: 4px; box-shadow: 0 2px 5px rgba(0,0,0,0.2), inset 0 1px 2px rgba(0,0,0,0.1); height: 100%; display: flex; flex-direction: column; transition: border-color 0.3s ease, transform 0.2s ease; position: relative; z-index: 5; overflow: hidden; --category-color: var(--cat-color-summary); }
       .info-card.wp-type-intro { --category-color: var(--cat-color-intro); border-left: 3px solid var(--category-color); } .info-card.wp-type-problem { --category-color: var(--cat-color-problem); border-left: 3px solid var(--category-color); } .info-card.wp-type-solution { --category-color: var(--cat-color-solution); border-left: 3px solid var(--category-color); } .info-card.wp-type-mechanism { --category-color: var(--cat-color-mechanism); border-left: 3px solid var(--category-color); } .info-card.wp-type-technical { --category-color: var(--cat-color-technical); border-left: 3px solid var(--category-color); } .info-card.wp-type-security { --category-color: var(--cat-color-security); border-left: 3px solid var(--category-color); } .info-card.wp-type-summary { --category-color: var(--cat-color-summary); border-left: 3px solid var(--category-color); } .info-card.wp-type-resource { --category-color: var(--cat-color-resources); border-left: 3px solid var(--category-color); }
-      .info-card.wp-type-evolution { --category-color: var(--cat-color-evolution); border-left: 3px solid var(--category-color); } /* Style for new section cards */
+      .info-card.wp-type-evolution { --category-color: var(--cat-color-evolution); border-left: 3px solid var(--category-color); }
 
       .info-card:hover { border-color: var(--category-color); transform: translateY(-2px); box-shadow: 0 4px 10px rgba(0,0,0,0.3), inset 0 1px 2px rgba(0,0,0,0.1); }
       .info-card .card-body { padding: 0; flex-grow: 1; display: flex; flex-direction: column; }
@@ -97,6 +110,7 @@
       .collapse-content li::before { content: '-'; display: block; position: absolute; left: 0.3em; top: 0.1em; font-weight: bold; color: var(--bp-accent-primary); font-size: 1.2em; }
       .collapse-content code { font-size: 0.8rem; color: var(--bp-highlight); background-color: var(--bp-bg-main); padding: 0.2em 0.4em; border-radius: 3px; font-family: "Fira Code", monospace; border: 1px solid var(--bp-border-color); }
       .collapse-content pre { display: block; padding: 0.8em; margin: 0.8em 0; background-color: var(--bp-bg-main); border: 1px solid var(--bp-border-color); border-radius: 3px; overflow-x: auto; line-height: 1.5; font-size: 0.8rem;}
+      .collapse-content pre code { padding: 0; border: none; background: none; font-size: inherit; } /* Reset code style within pre */
       .collapse-content dl dt { font-weight: 700; margin-top: 0.6em; color: var(--bp-text-heading); font-family: 'Roboto Condensed', sans-serif; }
       .collapse-content dl dd { margin-left: 1.2em; margin-bottom: 0.4em; color: var(--bp-text-secondary); }
       .row > * { margin-bottom: 1.8rem; }
@@ -116,6 +130,25 @@
       .collapse-content a { color: var(--bp-accent-primary); } .collapse-content a:hover { color: var(--bp-text-heading); }
       .row + .row { border-top: 1px dashed var(--bp-border-color); margin-top: 1.8rem; padding-top: 1.8rem; }
       .abstract-text { font-style: normal; color: var(--bp-text-secondary); border-left: 2px solid var(--bp-highlight); padding-left: 1rem; margin: 1rem 0; font-size: 0.9rem; }
+
+      /* Improved formula display */
+      .formula {
+        font-family: "Fira Code", monospace;
+        color: var(--bp-text-primary);
+        background-color: color-mix(in srgb, var(--bp-bg-main) 80%, black);
+        padding: 1em;
+        border-radius: 4px;
+        border: 1px solid var(--bp-border-color);
+        overflow-x: auto;
+        line-height: 1.6;
+        font-size: 0.85rem;
+        margin: 1em 0;
+      }
+      .formula .comment { color: var(--bp-text-secondary); font-style: italic;}
+      .formula .var { color: var(--bp-highlight); } /* Highlight variables */
+      .formula .op { color: var(--bp-accent-primary); } /* Highlight operators */
+      .formula .num { color: #A5B4FC; } /* Number color */
+
       /* --- End CSS --- */
     </style>
   </head>
@@ -134,26 +167,485 @@
 
     <div class="container" id="main-container">
 
-      <!-- SECTION 0: Abstract & Intro (Keep as is) -->
-        <!-- ... content from previous version ... -->
+      <!-- ========================== -->
+      <!-- SECTION 0: Abstract & Intro -->
+      <!-- ========================== -->
+      <div class="schema-container cat-intro" data-section-id="section-intro">
+        <h2 class="section-title" id="section-intro">
+          <i class="bi bi-journal-text"></i> // 0. Introduction & Problem Statement
+        </h2>
+        <div class="row">
+          <!-- Abstract -->
+          <div class="col-md-12">
+             <div class="info-card wp-type-intro" id="card-abstract">
+               <div class="card-body">
+                 <h5><i class="bi bi-card-text"></i> Abstract: Core Proposal</h5>
+                 <div class="card-content-wrapper">
+                    <p class="summary abstract-text">
+                      A purely peer-to-peer electronic cash system is proposed, enabling direct online payments without financial intermediaries. Digital signatures provide ownership, but the double-spending problem is addressed using a P2P network that timestamps transactions into a hash-based Proof-of-Work chain. This chain forms an immutable record, with the longest chain representing the consensus view, secured by majority CPU power.
+                    </p>
+                  </div>
+                </div>
+              </div>
+          </div>
+          <!-- The Problem -->
+          <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-problem" id="card-problem">
+               <div class="card-body">
+                 <h5><i class="bi bi-diagram-2"></i> The Problem: Trust-Based Model Limitations</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     Current internet commerce relies on <span class="term">trusted third parties</span>. This model prevents truly non-reversible transactions, adds mediation costs hindering small payments, burdens merchants with trust/fraud concerns, and lacks the finality of physical cash.
+                   </p>
+                   <button
+                     class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseProblem" aria-expanded="false" aria-controls="collapseProblem">
+                     Weaknesses <i class="bi bi-chevron-down"></i>
+                   </button>
+                 </div>
+               </div>
+               <div class="collapse collapse-content" id="collapseProblem">
+                 <h6>Trust Model Drawbacks:</h6>
+                 <ul>
+                   <li><strong class="cons">Reversibility & Cost</strong></li>
+                   <li><strong class="cons">Microtransaction Barrier</strong></li>
+                   <li><strong class="cons">Trust Burden</strong></li>
+                   <li><strong class="cons">Lack of Finality</strong></li>
+                 </ul>
+               </div>
+             </div>
+          </div>
+           <!-- The Goal -->
+           <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-solution" id="card-goal">
+               <div class="card-body">
+                 <h5><i class="bi bi-lightbulb"></i> The Solution: Cryptographic Proof System</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     The goal is an electronic payment system based on <span class="term">cryptographic proof</span>, not trust. Enabling direct P2P transactions, using computational proof to prevent double-spending and make reversals impractical.
+                   </p>
+                    <button
+                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseGoal" aria-expanded="false" aria-controls="collapseGoal">
+                      Design Goals <i class="bi bi-chevron-down"></i>
+                    </button>
+                 </div>
+               </div>
+                <div class="collapse collapse-content" id="collapseGoal">
+                 <h6>System Design Goals:</h6>
+                 <ul>
+                   <li><strong class="pros">Peer-to-Peer</strong></li>
+                   <li><strong class="pros">Trustless Operation</strong></li>
+                   <li><strong class="pros">Double-Spending Prevention</strong></li>
+                   <li><strong class="pros">Computational Irreversibility</strong></li>
+                   <li><strong class="pros">Public Transaction Order Proof</strong></li>
+                   <li><strong class="pros">Majority CPU Power Security</strong></li>
+                 </ul>
+               </div>
+             </div>
+          </div>
+        </div><!-- /.row -->
+      </div><!-- /.schema-container -->
 
-      <!-- SECTION I: Core Technical Components (Keep as is, ensure ECDSA note is present) -->
-        <!-- ... content from previous version ... -->
 
-      <!-- SECTION II: Economic & Consensus Rules (Keep as is) -->
-        <!-- ... content from previous version ... -->
+      <!-- ================================================== -->
+      <!-- SECTION I: Core Technical Components -->
+      <!-- ================================================== -->
+      <div class="schema-container cat-mechanism" data-section-id="section-mechanism">
+        <h2 class="section-title" id="section-mechanism">
+          <i class="bi bi-motherboard"></i> // I. Core Technical Components
+        </h2>
+        <div class="row">
+          <!-- Transactions -->
+          <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-mechanism" id="card-transactions">
+               <div class="card-body">
+                 <h5><i class="bi bi-pen"></i> Spec §2: Transactions (Ownership & Structure)</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     Coin = chain of <span class="term">digital signatures</span>. Owner signs hash(prev_TX) + next_owner_pubkey. Payee verifies chain. Uses <span class="term">ECDSA</span> signatures (secp256k1). Basic structure: Inputs (prev_out, scriptSig), Outputs (value, scriptPubKey). Solves ownership, but not <span class="term">double-spending</span>.
+                   </p>
+                    <button
+                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseTransactions" aria-expanded="false" aria-controls="collapseTransactions">
+                      Details & Algorithms <i class="bi bi-chevron-down"></i>
+                    </button>
+                 </div>
+               </div>
+                <div class="collapse collapse-content" id="collapseTransactions">
+                    <h6>Ownership & Verification:</h6>
+                    <ul>
+                        <li><strong>Signature Algorithm:</strong> <span class="term">ECDSA</span> over <code class="term">secp256k1</code> curve (*Standardized post-whitepaper*).</li>
+                        <li>Signatures prove private key authorization for spending inputs.</li>
+                    </ul>
+                     <h6>Basic Transaction Structure (Conceptual):</h6>
+                     <pre class="formula"><code><span class="comment">// Simplified Transaction Structure</span>
+Transaction {
+  <span class="var">Version</span>         <span class="comment">// uint32_t</span>
+  <span class="var">Inputs</span>[] {        <span class="comment">// List of inputs</span>
+    <span class="var">PrevTxHash</span>      <span class="comment">// 32-byte hash</span>
+    <span class="var">PrevOutputIndex</span> <span class="comment">// uint32_t</span>
+    <span class="var">ScriptSig</span>       <span class="comment">// Variable length unlocking script</span>
+  }
+  <span class="var">Outputs</span>[] {       <span class="comment">// List of outputs</span>
+    <span class="var">Value</span>           <span class="comment">// uint64_t (Satoshis)</span>
+    <span class="var">ScriptPubKey</span>    <span class="comment">// Variable length locking script</span>
+  }
+  <span class="var">Locktime</span>        <span class="comment">// uint32_t</span>
+}</code></pre>
+                    <h6>Hashing:</h6>
+                     <ul>
+                       <li><strong>TXID:</strong> <code class="term">SHA256(SHA256(serialized_transaction))</code>.</li>
+                       <li><strong>Address Hash (P2PKH):</strong> <code class="term">RIPEMD160(SHA256(PublicKey))</code>.</li>
+                    </ul>
+                    <h6><strong class="critical">Still Needs Double-Spend Prevention</strong></h6>
+                </div>
+             </div>
+          </div>
+          <!-- Timestamp Server -->
+           <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-mechanism" id="card-timestamp">
+               <div class="card-body">
+                 <h5><i class="bi bi-clock"></i> Spec §3: Timestamp Server (Ordering Concept)</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     Concept: Distributed server timestamps blocks by hashing them. Each timestamp hash includes the previous timestamp hash, creating a reinforcing chain for chronological ordering.
+                   </p>
+                 </div>
+               </div>
+             </div>
+          </div>
+           <!-- Proof-of-Work -->
+           <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-mechanism" id="card-pow">
+               <div class="card-body">
+                 <h5><i class="bi bi-cpu"></i> Spec §4: Proof-of-Work (Implementation)</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     P2P timestamping via <span class="term">PoW</span>. Nodes vary <span class="term">Nonce</span> in block header until hash is below <span class="term">Target</span>: <code class="term">SHA256(SHA256(header)) &lt; Target</code>. Makes chain immutable; longest chain = consensus.
+                   </p>
+                    <button
+                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapsePoW" aria-expanded="false" aria-controls="collapsePoW">
+                      Header & Algorithm <i class="bi bi-chevron-down"></i>
+                    </button>
+                 </div>
+               </div>
+                <div class="collapse collapse-content" id="collapsePoW">
+                 <h6>Proof-of-Work Algorithm:</h6>
+                  <pre class="formula"><code><span class="comment">// Find Nonce such that:</span>
+<span class="op">SHA256</span>(<span class="op">SHA256</span>(<span class="var">BlockHeader</span>)) <span class="op">&lt;</span> <span class="var">CurrentTarget</span></code></pre>
+                 <h6>Block Header Structure (Core Fields - Approx 80 bytes):</h6>
+                  <pre class="formula"><code>BlockHeader {
+  <span class="var">Version</span>        <span class="comment">// int32_t</span>
+  <span class="var">PrevBlockHash</span>  <span class="comment">// uint256 (32 bytes)</span>
+  <span class="var">MerkleRoot</span>     <span class="comment">// uint256 (32 bytes)</span>
+  <span class="var">Timestamp</span>      <span class="comment">// uint32_t (Unix epoch)</span>
+  <span class="var">Bits</span>           <span class="comment">// uint32_t (Encoded Target)</span>
+  <span class="var">Nonce</span>          <span class="comment">// uint32_t</span>
+}</code></pre>
+                 <h6>Consensus & Immutability:</h6>
+                 <ul>
+                   <li>Finding valid nonce is computationally expensive.</li>
+                   <li>Changing past block requires re-doing PoW for it and all successors.</li>
+                   <li>Longest chain (most cumulative PoW) is the accepted history.</li>
+                 </ul>
+               </div>
+             </div>
+          </div>
+           <!-- Network -->
+           <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-mechanism" id="card-network">
+               <div class="card-body">
+                 <h5><i class="bi bi-diagram-3"></i> Spec §5: Network (Operation Principles)</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     Nodes broadcast TXs & blocks. Validate received data. Build on longest valid chain. Minimal structure. <strong class="critical">*Network message protocol implementation-defined.*</strong>
+                   </p>
+                    <button
+                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseNetwork" aria-expanded="false" aria-controls="collapseNetwork">
+                      Operational Steps <i class="bi bi-chevron-down"></i>
+                    </button>
+                 </div>
+               </div>
+                <div class="collapse collapse-content" id="collapseNetwork">
+                 <h6>Operational Flow Principles:</h6>
+                 <ol>
+                   <li>Broadcast valid TXs.</li>
+                   <li>Collect TXs into blocks.</li>
+                   <li>Find PoW.</li>
+                   <li>Broadcast valid block.</li>
+                   <li>Validate received block & TXs.</li>
+                   <li>Accept valid block & build on it.</li>
+                 </ol>
+                 <h6>Consensus Dynamics:</h6>
+                  <ul><li>Always extend the longest valid chain. Resolve forks via subsequent blocks.</li></ul>
+               </div>
+             </div>
+          </div>
+        </div><!-- /.row -->
+      </div><!-- /.schema-container -->
 
-      <!-- SECTION III: Optimizations & Usage Patterns (Keep as is, ensure address note is present) -->
-        <!-- ... content from previous version ... -->
 
-      <!-- SECTION IV: Security Calculations (Keep as is) -->
-        <!-- ... content from previous version ... -->
+      <!-- ============================== -->
+      <!-- SECTION II: Economic & Consensus Rules -->
+      <!-- ============================== -->
+      <div class="schema-container cat-technical" data-section-id="section-rules">
+        <h2 class="section-title" id="section-rules">
+          <i class="bi bi-bank"></i> // II. Economic & Consensus Rules
+        </h2>
+        <div class="row">
+          <!-- Incentive Mechanism -->
+          <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-technical" id="card-incentive">
+               <div class="card-body">
+                 <h5><i class="bi bi-award"></i> Spec §6: Incentive Model & Issuance</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     Incentives: <span class="term">Block Reward</span> (Coinbase) + <span class="term">Transaction Fees</span>. Initial reward: 50 BTC, halves every 210,000 blocks (~4 yrs). Max supply: ~21 Million BTC.
+                   </p>
+                    <button
+                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseIncentive" aria-expanded="false" aria-controls="collapseIncentive">
+                      Coinbase Schedule <i class="bi bi-chevron-down"></i>
+                    </button>
+                 </div>
+               </div>
+                <div class="collapse collapse-content" id="collapseIncentive">
+                 <h6>Coin Issuance (Coinbase Reward Schedule):</h6>
+                 <div class="formula">
+<pre><code><span class="var">INITIAL_REWARD</span> <span class="op">=</span> <span class="num">50</span> <span class="op">*</span> <span class="num">100_000_000</span><span class="comment">; // Satoshis (50 BTC)</span>
+<span class="var">HALVING_INTERVAL</span> <span class="op">=</span> <span class="num">210_000</span><span class="comment">;        // Blocks</span>
+
+<span class="comment">// Function to calculate reward for a given block height</span>
+function calculate_reward(<span class="var">height</span>) {
+  <span class="var">halvings</span> <span class="op">=</span> <span class="var">height</span> <span class="op">/</span> <span class="var">HALVING_INTERVAL</span><span class="op">;</span>
+  if (<span class="var">halvings</span> <span class="op">&gt;=</span> <span class="num">64</span>) return <span class="num">0</span><span class="op">;</span> <span class="comment">// Reward becomes 0 after 64 halvings</span>
+  <span class="var">reward</span> <span class="op">=</span> <span class="var">INITIAL_REWARD</span> <span class="op">&gt;&gt;</span> <span class="var">halvings</span><span class="op">;</span> <span class="comment">// Right-shift is equivalent to dividing by 2^halvings</span>
+  return <span class="var">reward</span><span class="op">;</span>
+}
+
+<span class="comment">// Example Heights:</span>
+<span class="comment">// Height 0:       Reward = 50 BTC</span>
+<span class="comment">// Height 210,000: Reward = 25 BTC</span>
+<span class="comment">// Height 420,000: Reward = 12.5 BTC</span>
+<span class="comment">// ...</span>
+<span class="comment">// Total Supply converges towards 21 Million BTC</span></code></pre>
+                 </div>
+                 <h6>Transaction Fees:</h6>
+                 <ul><li>Fee = `Sum(Input Values) - Sum(Output Values)`</li></ul>
+               </div>
+             </div>
+          </div>
+           <!-- Difficulty Adjustment -->
+          <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-technical" id="card-difficulty">
+               <div class="card-body">
+                 <h5><i class="bi bi-speedometer2"></i> Consensus Rule: Difficulty Adjustment</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     PoW <span class="term">Target</span> adjusts every <span class="term">2016 blocks</span> (~2 weeks) aiming for 10 min block time. Uses ratio of actual vs target time for last interval, clamped to 0.25x - 4x change.
+                   </p>
+                    <button
+                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseDifficulty" aria-expanded="false" aria-controls="collapseDifficulty">
+                      Adjustment Formula <i class="bi bi-chevron-down"></i>
+                    </button>
+                 </div>
+               </div>
+                <div class="collapse collapse-content" id="collapseDifficulty">
+                 <h6>Difficulty Adjustment Logic (Conceptual):</h6>
+                 <div class="formula">
+<pre><code><span class="comment">// Constants</span>
+<span class="var">TARGET_TIMESPAN</span>      <span class="op">=</span> <span class="num">14</span> <span class="op">*</span> <span class="num">24</span> <span class="op">*</span> <span class="num">60</span> <span class="op">*</span> <span class="num">60</span><span class="op">;</span> <span class="comment">// 2 weeks in seconds</span>
+<span class="var">INTERVAL</span>           <span class="op">=</span> <span class="num">2016</span><span class="op">;</span>              <span class="comment">// Blocks</span>
+<span class="var">MIN_ADJUST_FACTOR</span>  <span class="op">=</span> <span class="num">0.25</span><span class="op">;</span>
+<span class="var">MAX_ADJUST_FACTOR</span>  <span class="op">=</span> <span class="num">4.0</span><span class="op">;</span>
+
+<span class="comment">// At block height H divisible by INTERVAL:</span>
+<span class="var">current_block</span> <span class="op">=</span> get_block(<span class="var">H</span> <span class="op">-</span> <span class="num">1</span>)<span class="op">;</span>
+<span class="var">first_block</span>   <span class="op">=</span> get_block(<span class="var">H</span> <span class="op">-</span> <span class="var">INTERVAL</span>)<span class="op">;</span>
+
+<span class="var">actual_timespan</span> <span class="op">=</span> <span class="var">current_block.timestamp</span> <span class="op">-</span> <span class="var">first_block.timestamp</span><span class="op">;</span>
+
+<span class="comment">// Clamp actual_timespan to avoid extreme adjustments</span>
+<span class="var">clamped_timespan</span> <span class="op">=</span> <span class="op">max</span>(<span class="var">TARGET_TIMESPAN</span> <span class="op">*</span> <span class="var">MIN_ADJUST_FACTOR</span>,
+                   <span class="op">min</span>(<span class="var">actual_timespan</span>, <span class="var">TARGET_TIMESPAN</span> <span class="op">*</span> <span class="var">MAX_ADJUST_FACTOR</span>))<span class="op">;</span>
+
+<span class="comment">// Calculate new target</span>
+<span class="var">old_target</span> <span class="op">=</span> decode_target_from_bits(<span class="var">current_block.bits</span>)<span class="op">;</span>
+<span class="var">new_target</span> <span class="op">=</span> (<span class="var">old_target</span> <span class="op">*</span> <span class="var">clamped_timespan</span>) <span class="op">/</span> <span class="var">TARGET_TIMESPAN</span><span class="op">;</span>
+
+<span class="comment">// Ensure new_target does not exceed maximum possible target</span>
+<span class="var">new_target</span> <span class="op">=</span> <span class="op">min</span>(<span class="var">new_target</span>, <span class="var">MAX_TARGET</span>)<span class="op">;</span>
+
+<span class="var">new_bits</span> <span class="op">=</span> encode_target_to_bits(<span class="var">new_target</span>)<span class="op">;</span>
+<span class="comment">// Use new_bits in the header for the next INTERVAL blocks</span></code></pre>
+                 </div>
+                 <ul><li>Maintains ~10 minute average block time despite hashrate fluctuations.</li></ul>
+               </div>
+             </div>
+          </div>
+        </div><!-- /.row -->
+      </div><!-- /.schema-container -->
+
+
+      <!-- ================================== -->
+      <!-- SECTION III: Optimizations & Usage Patterns -->
+      <!-- ================================== -->
+      <div class="schema-container cat-technical" data-section-id="section-details">
+        <h2 class="section-title" id="section-details-cont">
+          <i class="bi bi-rulers"></i> // III. Optimizations & Usage Patterns
+        </h2>
+        <div class="row">
+          <!-- Reclaiming Disk Space -->
+          <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-technical" id="card-diskspace">
+               <div class="card-body">
+                 <h5><i class="bi bi-hdd"></i> Spec §7: Reclaiming Disk Space (Merkle Trees)</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     Allows pruning old spent TXs via <span class="term">Merkle Tree</span>. Only <span class="term">Merkle Root</span> in header. Uses <code class="term">SHA256(SHA256(...))</code> tree hashing. Enables SPV and reduces storage.
+                   </p>
+                    <button
+                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseDiskSpace" aria-expanded="false" aria-controls="collapseDiskSpace">
+                      Details <i class="bi bi-chevron-down"></i>
+                    </button>
+                 </div>
+               </div>
+                <div class="collapse collapse-content" id="collapseDiskSpace">
+                 <h6>Merkle Tree Construction & Pruning:</h6>
+                 <ul>
+                   <li>TXIDs form leaves. Pairs hashed iteratively (<code class="term">SHA256(SHA256(L+R))</code>) to get root.</li>
+                   <li>Root stored in header proves TX inclusion with minimal data (Merkle branch).</li>
+                   <li>Allows full nodes to discard old, fully spent transaction data ("prune").</li>
+                 </ul>
+               </div>
+             </div>
+          </div>
+          <!-- SPV -->
+          <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-technical" id="card-spv">
+               <div class="card-body">
+                 <h5><i class="bi bi-search"></i> Spec §8: Simplified Payment Verification (SPV)</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     Verify payments without full node. <span class="term">SPV</span> clients get headers, request <span class="term">Merkle branch</span> to prove TX inclusion. Efficient but less secure (trusts longest chain validity).
+                   </p>
+                    <button
+                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSPV" aria-expanded="false" aria-controls="collapseSPV">
+                      Details <i class="bi bi-chevron-down"></i>
+                    </button>
+                 </div>
+               </div>
+                <div class="collapse collapse-content" id="collapseSPV">
+                 <h6>Lightweight Verification Process:</h6>
+                 <ol>
+                   <li>Get longest chain of headers.</li>
+                   <li>Request Merkle proof for specific TXID.</li>
+                   <li>Verify proof against header's Merkle Root.</li>
+                 </ol>
+                 <ul>
+                   <li><strong class="cons">Security Tradeoff:</strong> Vulnerable to 51% attacks providing fake history. Doesn't validate all rules.</li>
+                 </ul>
+               </div>
+             </div>
+          </div>
+           <!-- Combining Value -->
+          <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-technical" id="card-combine">
+               <div class="card-body">
+                 <h5><i class="bi bi-plus-slash-minus"></i> Spec §9: Combining/Splitting Value (UTXOs)</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     Transactions use multiple <span class="term">inputs</span> (spending UTXOs) and create multiple <span class="term">outputs</span> (new UTXOs). Efficiently manages value flow like digital cash/change.
+                   </p>
+                 </div>
+               </div>
+             </div>
+          </div>
+          <!-- Privacy -->
+          <div class="col-lg-6 col-md-12">
+             <div class="info-card wp-type-technical" id="card-privacy">
+               <div class="card-body">
+                 <h5><i class="bi bi-eye-slash"></i> Spec §10: Privacy (Pseudonymity & Address Gen.)</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     Privacy via anonymous public keys (<span class="term">pseudonymity</span>). Public sees TXs between addresses. Use new keys per TX. Address (P2PKH): <code class="term">Base58Check(RIPEMD160(SHA256(pubkey)))</code>.
+                   </p>
+                    <button
+                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapsePrivacy" aria-expanded="false" aria-controls="collapsePrivacy">
+                      Address Generation & Limits <i class="bi bi-chevron-down"></i>
+                    </button>
+                 </div>
+               </div>
+                <div class="collapse collapse-content" id="collapsePrivacy">
+                    <h6>Address Generation (Conceptual P2PKH Flow):</h6>
+                    <div class="formula">
+<pre><code><span class="var">PrivateKey</span> <span class="op">--ECDSA(secp256k1)--&gt;</span> <span class="var">PublicKey</span>
+<span class="var">Hash160</span> <span class="op">=</span> <span class="op">RIPEMD160</span>(<span class="op">SHA256</span>(<span class="var">PublicKey</span>))
+<span class="var">Address</span> <span class="op">=</span> <span class="op">Base58CheckEncode</span>(<span class="var">VersionByte</span> <span class="op">+</span> <span class="var">Hash160</span>)</code></pre>
+                    </div>
+                    <ul>
+                        <li>*Note: SegWit/Taproot use different address formats/derivations.*</li>
+                    </ul>
+                    <h6><strong class="cons">Privacy Limitations:</strong></h6>
+                    <ul><li>Multi-input TXs link ownership. Address reuse harms privacy. External linking (KYC) possible.</li></ul>
+                </div>
+             </div>
+          </div>
+        </div><!-- /.row -->
+      </div><!-- /.schema-container -->
 
 
       <!-- ==================================== -->
-      <!-- SECTION V: Protocol Evolution & Modern Context (NEW SECTION) -->
+      <!-- SECTION IV: Security Calculations -->
       <!-- ==================================== -->
-      <div class="schema-container cat-evolution" data-section-id="section-evolution"> <!-- Added cat-evolution -->
+      <div class="schema-container cat-security" data-section-id="section-security">
+        <h2 class="section-title" id="section-security">
+          <i class="bi bi-shield-check"></i> // IV. Security Calculations
+        </h2>
+        <div class="row">
+          <div class="col-md-12">
+             <div class="info-card wp-type-security" id="card-calculations">
+               <div class="card-body">
+                 <h5><i class="bi bi-graph-up"></i> Spec §11: Calculations (Attacker Success Probability)</h5>
+                 <div class="card-content-wrapper">
+                   <p class="summary">
+                     Analyzes attacker probability (<span class="term">q</span> = attacker hash power fraction) of reversing a TX from <span class="term">z</span> confirmations behind. Modeled as Gambler's Ruin. Probability drops exponentially with <span class="term">z</span> if <span class="term">p > q</span> (honest majority).
+                   </p>
+                    <button
+                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseCalculations" aria-expanded="false" aria-controls="collapseCalculations">
+                      Probability Analysis <i class="bi bi-chevron-down"></i>
+                    </button>
+                 </div>
+               </div>
+                <div class="collapse collapse-content" id="collapseCalculations">
+                 <h6>Double-Spend Attack Analysis (Gambler's Ruin):</h6>
+                 <div class="formula">
+<pre><code><span class="var">p</span> <span class="op">=</span> probability honest network finds next block
+<span class="var">q</span> <span class="op">=</span> probability attacker finds next block (hash power fraction)
+<span class="var">z</span> <span class="op">=</span> number of confirmations attacker is behind
+
+<span class="comment">// Prob. attacker *ever* catches up from z blocks behind</span>
+<span class="var">P_catchup</span> <span class="op">=</span> (<span class="var">q</span> <span class="op">/</span> <span class="var">p</span>)<span class="op">**</span><span class="var">z</span><span class="op">;</span>             <span class="comment">// If p > q</span>
+<span class="var">P_catchup</span> <span class="op">=</span> <span class="num">1</span><span class="op">;</span>                   <span class="comment">// If p <= q</span>
+
+<span class="comment">// Probability attacker succeeds after recipient waits for z blocks</span>
+<span class="comment">// Involves Poisson distribution for attacker progress during wait time</span>
+<span class="var">lambda</span> <span class="op">=</span> <span class="var">z</span> <span class="op">*</span> (<span class="var">q</span> <span class="op">/</span> <span class="var">p</span>)<span class="op">;</span>  <span class="comment">// Expected attacker blocks during wait</span>
+<span class="var">P_success</span> <span class="op">=</span> Sum[<span class="var">k</span><span class="op">=</span><span class="num">0</span> to <span class="op">infinity</span>] ( <span class="comment">// Sum over possible attacker progress k</span>
+             (<span class="op">exp</span>(<span class="op">-</span><span class="var">lambda</span>) <span class="op">*</span> <span class="var">lambda</span><span class="op">**</span><span class="var">k</span> <span class="op">/</span> <span class="var">k</span>!) <span class="op">*</span> <span class="comment">// Poisson probability of k blocks</span>
+             (<span class="op">min</span>(<span class="num">1</span>, (<span class="var">q</span><span class="op">/</span><span class="var">p</span>)<span class="op">**</span>(<span class="var">z</span><span class="op">-</span><span class="var">k</span>)) )   <span class="comment">// Prob. catching up from remaining deficit</span>
+           )<span class="op">;</span> <span class="comment">// Simplified - see paper for exact calculation/rearrangement</span>
+</code></pre>
+                 </div>
+                 <ul><li>Shows strong probabilistic security increasing with confirmations.</li></ul>
+               </div>
+             </div>
+          </div>
+        </div><!-- /.row -->
+      </div><!-- /.schema-container -->
+
+
+      <!-- ==================================== -->
+      <!-- SECTION V: Protocol Evolution & Modern Context -->
+      <!-- ==================================== -->
+      <div class="schema-container cat-evolution" data-section-id="section-evolution">
         <h2 class="section-title" id="section-evolution">
           <i class="bi bi-git"></i> // V. Protocol Evolution & Modern Context
         </h2>
@@ -165,20 +657,20 @@
                  <h5><i class="bi bi-graph-up-arrow"></i> Major Protocol Upgrades (Soft Forks)</h5>
                  <div class="card-content-wrapper">
                    <p class="summary">
-                     Bitcoin evolves via backwards-compatible <span class="term">Soft Forks</span>, adding features without forcing all nodes to upgrade immediately. Key upgrades expanded scripting and efficiency.
+                     Bitcoin evolves via backwards-compatible <span class="term">Soft Forks</span>. Key upgrades: <span class="term">P2SH</span> (BIP 16) for script hashes, <span class="term">SegWit</span> (BIPs 141-144) for efficiency & malleability fix, <span class="term">Taproot</span> (BIPs 340-342) for Schnorr sigs & script improvements.
                    </p>
                     <button
                       class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseUpgrades" aria-expanded="false" aria-controls="collapseUpgrades">
-                      Key Soft Forks <i class="bi bi-chevron-down"></i>
+                      Details <i class="bi bi-chevron-down"></i>
                     </button>
                  </div>
                </div>
                 <div class="collapse collapse-content" id="collapseUpgrades">
-                 <h6>Significant Soft Forks Since Whitepaper:</h6>
+                 <h6>Significant Soft Forks:</h6>
                  <ul>
-                   <li><strong>P2SH (Pay-to-Script-Hash, BIP 16):</strong> Enabled sending funds to the hash of a script, simplifying complex transactions like multisig by hiding complexity from the sender.</li>
-                   <li><strong>SegWit (Segregated Witness, BIPs 141-144):</strong> Separated signature data ("witness") from transaction data, fixing transaction malleability, increasing effective block space (via block weight), and enabling Layer 2 solutions like Lightning. Introduced new address types (P2WPKH, P2WSH).</li>
-                   <li><strong>Taproot (BIPs 340-342):</strong> Introduced Schnorr signatures (<span class="term">BIP 340</span>) for efficiency and improved privacy, MAST (<span class="term">BIP 114 via Tapscript</span>) for complex scripts appearing as simple keys, and Tapscript (<span class="term">BIP 342</span>) for future script upgrades. Introduced P2TR addresses.</li>
+                   <li><strong>P2SH (2012):</strong> Simplified complex scripts (like multisig).</li>
+                   <li><strong>SegWit (2017):</strong> Increased effective block space (via block weight), fixed malleability, enabled Lightning Network scaling.</li>
+                   <li><strong>Taproot (2021):</strong> Introduced Schnorr signatures (efficiency, privacy potential), MAST (complex scripts look simple), Tapscript (future scripting flexibility).</li>
                  </ul>
                </div>
              </div>
@@ -190,22 +682,10 @@
                  <h5><i class="bi bi-check-all"></i> Other Consensus Rule Changes</h5>
                  <div class="card-content-wrapper">
                    <p class="summary">
-                     Consensus rules have evolved beyond the whitepaper, notably regarding block capacity and script capabilities (timelocks).
+                     Key consensus rules added/changed: Formalized <span class="term">Block Size Limit</span> (later <span class="term">Block Weight</span> with SegWit), added script <span class="term">Timelocks</span> (CLTV - BIP 65, CSV - BIP 112) enabling payment channels.
                    </p>
-                    <button
-                      class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseConsensusChanges" aria-expanded="false" aria-controls="collapseConsensusChanges">
-                      Key Changes <i class="bi bi-chevron-down"></i>
-                    </button>
                  </div>
                </div>
-                <div class="collapse collapse-content" id="collapseConsensusChanges">
-                 <h6>Notable Consensus Rule Evolutions:</h6>
-                 <ul>
-                    <li><strong>Block Size Limit / Block Weight:</strong> An implicit limit existed initially, later formalized at 1MB. SegWit introduced <span class="term">block weight</span> (max 4M weight units), allowing larger blocks if they contain significant witness data, effectively increasing capacity.</li>
-                    <li><strong>Timelocks (CLTV/CSV):</strong> Opcodes like `OP_CHECKLOCKTIMEVERIFY` (<span class="term">BIP 65</span>) and `OP_CHECKSEQUENCEVERIFY` (<span class="term">BIP 112</span>) were added, enabling transactions that can only be spent after a certain time or block height, crucial for payment channels (Lightning).</li>
-                    <li><strong>Signature Algorithm Evolution:</strong> Moved from just ECDSA to include more efficient <span class="term">Schnorr signatures</span> with Taproot.</li>
-                 </ul>
-               </div>
              </div>
           </div>
            <!-- Change Mechanisms -->
@@ -215,7 +695,7 @@
                  <h5><i class="bi bi-bezier2"></i> Change Mechanisms (BIPs & Forks)</h5>
                  <div class="card-content-wrapper">
                    <p class="summary">
-                     Protocol changes are proposed via <span class="term">BIPs</span> (Bitcoin Improvement Proposals) and typically activated via <span class="term">Soft Forks</span> (backwards-compatible). Contentious <span class="term">Hard Forks</span> (non-backwards-compatible) are generally avoided by the Bitcoin community.
+                     Changes proposed via <span class="term">BIPs</span>, activated via <span class="term">Soft Forks</span> (backwards-compatible, opt-in for new rules). <span class="term">Hard Forks</span> (non-backwards-compatible) generally require near-universal consensus and are rare/contentious.
                    </p>
                  </div>
                </div>
@@ -228,7 +708,7 @@
                  <h5><i class="bi bi-lightning-charge-fill"></i> Layer 2 Scaling (Lightning Network)</h5>
                  <div class="card-content-wrapper">
                    <p class="summary">
-                     To handle transaction volume beyond the base layer capacity, <span class="term">Layer 2</span> solutions like the <span class="term">Lightning Network</span> have emerged. Built *on top* of Bitcoin, they enable near-instant, low-fee payments via off-chain channels, settling final balances on the main chain.
+                     <span class="term">Lightning Network</span> built on Bitcoin enables fast, cheap, off-chain payments via channels, settling net results on-chain. Addresses base layer transaction throughput limitations. Enabled largely by SegWit and Timelocks.
                    </p>
                  </div>
                </div>
@@ -241,7 +721,7 @@
                  <h5><i class="bi bi-memory"></i> Mining Hardware Evolution</h5>
                  <div class="card-content-wrapper">
                    <p class="summary">
-                     Mining hardware rapidly specialized beyond the whitepaper's "CPU" assumption: CPU -> GPU -> FPGA -> <span class="term">ASIC</span> (Application-Specific Integrated Circuit). ASICs dominate mining today, significantly increasing network hashrate but also raising barriers to entry.
+                     Mining evolved: CPU -> GPU -> FPGA -> <span class="term">ASIC</span>. ASICs dominate, massively increasing network hashrate and security cost, but centralizing hardware production and raising entry barriers.
                    </p>
                  </div>
                </div>
@@ -254,7 +734,7 @@
                  <h5><i class="bi bi-person-bounding-box"></i> Privacy Context: Pseudonymity Reality</h5>
                  <div class="card-content-wrapper">
                    <p class="summary">
-                     While keys are anonymous, linking addresses via multi-input TXs, address reuse, and external data (KYC) limits privacy. <span class="term">Chain analysis</span> techniques track fund flows. Bitcoin provides <span class="term">pseudonymity</span>, not guaranteed anonymity. Techniques like CoinJoin exist but aren't protocol-native.
+                     Bitcoin offers <span class="term">pseudonymity</span>, not anonymity. Address reuse, multi-input linking, and external data (KYC) allow <span class="term">chain analysis</span>. Advanced techniques (CoinJoin, Taproot benefits) aim to improve privacy but are not foolproof.
                    </p>
                  </div>
                </div>
@@ -265,34 +745,34 @@
 
 
       <!-- ======================= -->
-      <!-- SECTION VI: Conclusion, Gaps & Resources (Updated Section Number) -->
+      <!-- SECTION VI: Conclusion, Gaps & Resources -->
       <!-- ======================= -->
-       <div class="schema-container cat-summary" data-section-id="section-conclusion"> <!-- Section Number Updated -->
+       <div class="schema-container cat-summary" data-section-id="section-conclusion">
         <h2 class="section-title" id="section-conclusion">
           <i class="bi bi-check2-square"></i> // VI. Conclusion, Implementation Gaps & Resources
         </h2>
         <div class="row">
-          <!-- Conclusion (Keep as is) -->
+          <!-- Conclusion -->
           <div class="col-lg-6 col-md-12">
              <div class="info-card wp-type-summary" id="card-conclusion">
                <div class="card-body">
                  <h5><i class="bi bi-flag"></i> Spec §12: Conclusion</h5>
                  <div class="card-content-wrapper">
                    <p class="summary">
-                     Satoshi proposed a trustless P2P electronic cash system using digital signatures for ownership and PoW consensus via the longest chain to prevent double-spending. Relies on simple rules, node honesty (incentivized), and majority CPU power.
+                     Satoshi proposed a trustless P2P electronic cash system using digital signatures and PoW consensus (longest chain) to prevent double-spending. Relies on simple rules, incentives, and majority CPU power.
                    </p>
                  </div>
                </div>
              </div>
           </div>
-            <!-- Implementation Gaps (Keep as is) -->
+            <!-- Implementation Gaps -->
           <div class="col-lg-6 col-md-12">
              <div class="info-card wp-type-problem" id="card-gaps">
                <div class="card-body">
                  <h5><i class="bi bi-puzzle"></i> Implementation Gaps in Whitepaper</h5>
                  <div class="card-content-wrapper">
                    <p class="summary">
-                     Whitepaper provides concepts. <strong class="critical">Implementation requires details NOT specified:</strong> P2P protocol, Script details, Full Consensus Rules (block weight, etc.), Serialization, Fork Activation.
+                     Whitepaper provides concepts. <strong class="critical">Implementation requires details NOT specified:</strong> P2P protocol, Script opcodes/limits, Full Consensus Rules (block weight, etc.), Serialization, Fork Activation mechanisms.
                    </p>
                      <button
                       class="btn btn-sm details-toggle" type="button" data-bs-toggle="collapse" data-bs-target="#collapseGaps" aria-expanded="false" aria-controls="collapseGaps">
@@ -303,17 +783,17 @@
                <div class="collapse collapse-content" id="collapseGaps">
                     <h6>Areas Requiring External Specification / Implementation Choices:</h6>
                     <ul>
-                        <li><strong class="cons">P2P Network Protocol</strong></li>
+                        <li><strong class="cons">P2P Network Protocol & Messages</strong></li>
                         <li><strong class="cons">Scripting System Details & Opcodes</strong></li>
-                        <li><strong class="cons">Full Consensus Rules (Block Weight, Maturity, etc.)</strong></li>
+                        <li><strong class="cons">Full Consensus Rules (Block Weight, Coinbase Maturity, etc.)</strong></li>
                         <li><strong class="cons">Data Serialization Formats</strong></li>
-                        <li><strong class="cons">ECDSA Curve (secp256k1)</strong></li>
-                        <li><strong class="term">Resources:</strong> <a href="https://developer.bitcoin.org/devguide/" target="_blank" rel="noopener noreferrer">Dev Guide</a>, <a href="https://en.bitcoin.it/wiki/Main_Page" target="_blank" rel="noopener noreferrer">Wiki</a>, <a href="https://github.com/bitcoin/bips" target="_blank" rel="noopener noreferrer">BIPs Repository</a>.</li>
+                        <li><strong class="cons">ECDSA Curve (`secp256k1`)</strong></li>
+                        <li><strong class="term">Resources:</strong> <a href="https://developer.bitcoin.org/devguide/" target="_blank" rel="noopener noreferrer">Dev Guide</a>, <a href="https://en.bitcoin.it/wiki/Main_Page" target="_blank" rel="noopener noreferrer">Wiki</a>, <a href="https://github.com/bitcoin/bips" target="_blank" rel="noopener noreferrer">BIPs Repo</a>.</li>
                     </ul>
                </div>
              </div>
           </div>
-           <!-- Glossary (Keep as is) -->
+           <!-- Glossary -->
            <div class="col-lg-6 col-md-12">
             <div class="info-card wp-type-summary" id="card-glossary-wp">
               <div class="card-body">
@@ -327,16 +807,15 @@
                 </div>
               </div>
               <div class="collapse collapse-content" id="collapseGlossaryWp">
-                 <!-- Glossary content remains the same -->
                   <dl><dt>Block</dt><dd>Timestamped collection of TXs secured by PoW.</dd><dt>Blockchain</dt><dd>Chain of blocks; public ledger.</dd><dt>Difficulty</dt><dd>Measure of how hard it is to find PoW hash.</dd><dt>Digital Signature</dt><dd>Proof of ownership via private key (ECDSA).</dd><dt>Double-Spending</dt><dd>Spending same money twice.</dd><dt>Hash</dt><dd>Cryptographic fingerprint (SHA256, RIPEMD160).</dd><dt>Incentive</dt><dd>Block reward + TX fees.</dd><dt>Longest Chain</dt><dd>Chain with most PoW; consensus history.</dd><dt>Merkle Tree</dt><dd>Hash tree summarizing TXs in a block.</dd><dt>Nonce</dt><dd>Value varied in header to find PoW.</dd><dt>Proof-of-Work (PoW)</dt><dd>Consensus mechanism requiring CPU effort.</dd><dt>SPV</dt><dd>Simplified Payment Verification.</dd><dt>Target</dt><dd>Threshold hash value must be below for PoW.</dd><dt>UTXO</dt><dd>Unspent Transaction Output (spendable coin).</dd></dl>
               </div>
             </div>
           </div>
-          <!-- Resources (Updated Links maybe) -->
+          <!-- Resources -->
           <div class="col-lg-6 col-md-12">
              <div class="info-card wp-type-resource" id="card-resources-wp">
                <div class="card-body">
-                 <h5><i class="bi bi-link-45deg"></i> Foundational Resources</h5>
+                 <h5><i class="bi bi-link-45deg"></i> Foundational & Developer Resources</h5> <!-- Title Updated -->
                  <div class="card-content-wrapper">
                    <p class="summary">
                      Links to the original paper and essential developer resources.
@@ -357,7 +836,6 @@
                     <li><i class="bi bi-card-list"></i> BIPs Repository: <a href="https://github.com/bitcoin/bips" target="_blank" rel="noopener noreferrer">github.com/bitcoin/bips</a></li>
                  </ul>
                  <h6>Cited Precursors/Concepts:</h6>
-                 <!-- Keep precursor links -->
                   <ul><li>Hashcash Paper</li><li>B-money Paper</li><li>Timestamping (Haber/Stornetta Refs [3,4])</li><li>Merkle Trees (Merkle Ref [7])</li></ul>
                </div>
              </div>
@@ -369,7 +847,14 @@
     </div> <!-- /container -->
 
     <footer class="container text-center">
-        <p id="footer-text">Bitcoin Whitepaper: Technical Blueprint & Evolution | Styles inspired by David Veksler's Cheatsheets</p>
+        <div>
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+        <i class="bi bi-linkedin"></i> LinkedIn
+      </a>
+      <a href="https://cheatsheets.davidveksler.com/" title="Browse All Cheatsheets" class="mx-2 link-secondary">
+        <i class="bi bi-collection"></i> All Cheatsheets
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