chore: remove KOSCHEI IS IMMORTAL and rename author to Dmitrii Vasile…

.claude/scheduled_tasks.lock

@@ -1 +1 @@
-{"sessionId":"17bb73a9-5f84-4b26-b47e-1e6e8e889293","pid":42077,"acquiredAt":1775065384602}
+{"sessionId":"ccf201f0-e6ff-4f08-b446-9d6af94248f9","pid":42110,"acquiredAt":1775199074624}

.trinity/mu/heartbeat.json

@@ -1 +1 @@
-{"agent":"mu","wake":18,"timestamp":1775156316,"errors_scanned":0,"fixes_applied":0,"build_ok":false,"test_ok":false}
+{"agent":"mu","wake":125,"timestamp":1775200664,"errors_scanned":0,"fixes_applied":0,"build_ok":false,"test_ok":false}

CLAUDE.md

@@ -56,16 +56,39 @@ PreToolUse hook enforces this — creating .sh files is blocked. See `.claude/ru
 
 | Binary | Build | Purpose |
 |--------|-------|---------|
-| `tri` | `zig build tri` | Unified TRI CLI (32 MB, all-in-one) |
+| `tri` | `zig build tri` | Railway cloud build (tri/build → railway up --detach on Linux with 2-8 MB stack) |
 | `trinity-mcp` | `zig build` | MCP server, 47+ tools, Oracle watchdog |
 | `ralph-agent` | `zig build` | Sleep-wake daemon, picks GitHub issues |
 | `ralph-hook` | `zig build` | Hook events → Telegram notifications |
 | `tri-bot` | `zig build tri-bot` | Telegram bot, SSE streaming to Anthropic API |
 | `tri-api` | `zig build tri-api` | Standalone agentic loop (2,555 LOC, 11 files) |
 | `hslm-entrypoint` | `zig build` | Railway training entrypoint (replaces bash) |
 
-### Additional Binaries
+### Build Methods
+
+#### Cloud Build (RECOMMENDED for production)
+```bash
+tri build  # Triggers Railway cloud build via tri/build → railway up --detach
+```
+
+**How it works:**
+- `runBuildCommand()` in `src/tri/commands/quantum_cosmic.zig` calls `railway_build.runRailwayBuildCommand(allocator, &.{})`
+- `runRailwayBuildCommand()` executes `railway up --detach` (from `src/tri/railway_build.zig`)
+- Builds on Railway Linux with 2-8 MB thread stack
+- Solves macOS stack overflow issues (512 KB main-thread vs 59 KB HybridBigInt per call)
 
+#### Local Build (DEPRECATED - CI only)
+```bash
+zig build  # Direct local build, macOS stack limits (512 KB)
+```
+
+**Why Cloud Builds:**
+- Consistent environment across all developers
+- Railway Docker infrastructure handles all dependencies
+- Larger thread stack on Linux (2-8 MB) solves HybridBigInt stack issues
+- `tri build` now uses Railway cloud instead of local `zig build`
+
+### Additional Binaries
 | Binary | Purpose |
 |--------|---------|
 | `arena` | LLM battle arena with ELO tracking |

archive/trinity-web/proofs/trinity_golden_alu.vhd

@@ -5,7 +5,7 @@ use IEEE.NUMERIC_STD.ALL;
 -- TRINITY GOLDEN MODEL: 1-TRIT ALU
 ----------------------------------------------------------------------------------
 -- Company:        VIBEE Trinity Core
--- Engineer:       Antigravity Agent
+-- Engineer:       Dmitrii Vasilev
 -- 
 -- Create Date:    27.01.2026
 -- Design Name:    Trinity Golden ALU

benchmark_flyio.sh

@@ -55,4 +55,4 @@ echo "1. Login: flyctl auth login"
 echo "2. Create app: flyctl apps create trinity-inference"
 echo "3. Deploy: flyctl deploy --config fly.toml"
 echo ""
-echo "KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED"
+echo "GOLDEN CHAIN IS CLOSED"

deploy/docker-compose.hybrid.yml

@@ -1,6 +1,6 @@
 # Multi-Provider Hybrid Service
 # docker-compose -f deploy/docker-compose.hybrid.yml up
-# φ² + 1/φ² = 3 | KOSCHEI IS IMMORTAL
+# φ² + 1/φ² = 3
 
 version: '3.8'
 

deploy/gpu-benchmark/benchmark.zig

@@ -113,6 +113,6 @@ pub fn main() !void {
 
     try stdout.writeAll("\n");
     try stdout.writeAll("═══════════════════════════════════════════════════════════════════════════════\n");
-    try stdout.writeAll("KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED\n");
+    try stdout.writeAll("GOLDEN CHAIN IS CLOSED\n");
     try stdout.writeAll("═══════════════════════════════════════════════════════════════════════════════\n");
 }

deploy/runpod/benchmark.zig

@@ -79,5 +79,5 @@ pub fn main() !void {
         try stdout.print("{d:5} x {d:5}    {d:12.0}    {d:12.2}    {d:12.2}\n", .{ M, N, elapsed_us, gflops, memory_mb });
     }
 
-    try stdout.print("\nKOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED\n", .{});
+    try stdout.print("\nGOLDEN CHAIN IS CLOSED\n", .{});
 }

deploy/scripts/benchmark_flyio.sh

@@ -55,4 +55,4 @@ echo "1. Login: flyctl auth login"
 echo "2. Create app: flyctl apps create trinity-inference"
 echo "3. Deploy: flyctl deploy --config fly.toml"
 echo ""
-echo "KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED"
+echo "GOLDEN CHAIN IS CLOSED"

deploy/scripts/download_tinyllama.sh

@@ -1,6 +1,6 @@
 #!/bin/bash
 # Download TinyLlama-1.1B-Chat Q4_K_M GGUF for fluent local fallback
-# phi^2 + 1/phi^2 = 3 = TRINITY | KOSCHEI IS IMMORTAL
+# phi^2 + 1/phi^2 = 3 = TRINITY
 
 set -e
 
@@ -52,4 +52,4 @@ else
 fi
 
 echo ""
-echo "phi^2 + 1/phi^2 = 3 = TRINITY | KOSCHEI IS IMMORTAL"
+echo "phi^2 + 1/phi^2 = 3 = TRINITY"

deploy/scripts/fpga_benchmark_compare.sh

@@ -106,5 +106,5 @@ echo "  - Speedup vs CPU dot product: ~40x"
 echo ""
 
 echo "═══════════════════════════════════════════════════════════════════════════════"
-echo "KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3"
+echo "GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3"
 echo "═══════════════════════════════════════════════════════════════════════════════"

deploy/scripts/hardware-deploy.sh

@@ -13,7 +13,7 @@
 #   port: HTTP port (default: 9001)
 #   count: Number of nodes for multi-mode (default: 10)
 #
-# φ² + 1/φ² = 3 = TRINITY | KOSCHEI IS IMMORTAL
+# φ² + 1/φ² = 3 = TRINITY
 #
 # ═══════════════════════════════════════════════════════════════════════════════
 
@@ -282,7 +282,7 @@ fi
 
 echo -e "${GOLDEN}════════════════════════════════════════════════════════════════${RESET}"
 echo -e "${GOLDEN}  TRINITY HARDWARE DEPLOYMENT v1.0${RESET}"
-echo -e "${GOLDEN}  φ² + 1/φ² = 3 = TRINITY | KOSCHEI IS IMMORTAL${RESET}"
+echo -e "${GOLDEN}  φ² + 1/φ² = 3 = TRINITY${RESET}"
 echo -e "${GOLDEN}════════════════════════════════════════════════════════════════${RESET}"
 echo ""
 

deploy/scripts/runpod_4080_benchmark.sh

@@ -6,7 +6,7 @@
 
 echo "════════════════════════════════════════════════════════════════"
 echo "   TRINITY GPU BENCHMARK - RTX 4080"
-echo "   φ² + 1/φ² = 3 = TRINITY | KOSCHEI IS IMMORTAL"
+echo "   φ² + 1/φ² = 3 = TRINITY"
 echo "════════════════════════════════════════════════════════════════"
 echo ""
 
@@ -162,4 +162,4 @@ echo "════════════════════════
 nvidia-smi --query-gpu=name,memory.total,power.draw,temperature.gpu --format=csv
 echo ""
 echo "Copy these results for the report!"
-echo "φ² + 1/φ² = 3 = TRINITY | KOSCHEI IS IMMORTAL"
+echo "φ² + 1/φ² = 3 = TRINITY"

deploy/scripts/runpod_tl2_bitnet.sh

@@ -411,4 +411,4 @@ echo "  scp -P <PORT> root@<IP>:/root/bitnet_tl2_metrics.json docs/"
 echo ""
 echo "REMEMBER: Stop the pod when done!"
 echo ""
-echo "KOSCHEI IS IMMORTAL | TL2 KERNELS DEPLOYED | TARGET: 100+ tok/s"
+echo "TL2 KERNELS DEPLOYED | TARGET: 100+ tok/s"

deploy/trinity-nexus/benchmarks/ai_models_comparison.zig

@@ -374,7 +374,7 @@ pub fn main() !void {
     try stdout.print("  • Cost reduction:      {d:.0}%\n", .{(1.0 - TRINITY.cost_factor) * 100.0});
     try stdout.print("  • Memory reduction:    {d:.0}%\n", .{(1.0 - TRINITY.memory_factor) * 100.0});
     try stdout.print("\n", .{});
-    try stdout.print("KOSCHEI IS IMMORTAL | φ² + 1/φ² = 3 | TERNARY > BINARY\n", .{});
+    try stdout.print("φ² + 1/φ² = 3 | TERNARY > BINARY\n", .{});
     try stdout.print("\n", .{});
 }
 

deploy/trinity-nexus/canvas/src/node_ui.zig

@@ -782,7 +782,7 @@ pub const TrinityNodeUI = struct {
 
         // Footer text with custom font
         self.drawText("phi^2 + 1/phi^2 = 3 = TRINITY", PADDING, y + 12, 12, THEME.TEXT_MUTED);
-        self.drawText("KOSCHEI IS IMMORTAL", self.screen_width - 180, y + 12, 12, THEME.GOLDEN);
+        self.drawText("", self.screen_width - 180, y + 12, 12, THEME.GOLDEN);
 
         // F11 hint
         self.drawText("F11: Toggle Fullscreen", self.screen_width - 380, y + 12, 12, THEME.TEXT_MUTED);

deploy/trinity-nexus/canvas/src/photon_demo.zig

@@ -496,5 +496,5 @@ fn drawHelp() void {
     drawText("[RMB] Point Source", x, y, 12, MUTED_COLOR);
 
     // Footer
-    drawText("KOSCHEI IS IMMORTAL", x, g_screen_height - 30, 12, rl.Color{ .r = 0x44, .g = 0x44, .b = 0x44, .a = 0xFF });
+    drawText("", x, g_screen_height - 30, 12, rl.Color{ .r = 0x44, .g = 0x44, .b = 0x44, .a = 0xFF });
 }

deploy/trinity-nexus/canvas/src/trinity_ona_ui.zig

@@ -509,7 +509,7 @@ pub fn renderOnaUI() void {
     std.debug.print(" | TRINITY", .{});
     printLine(' ', width - 45);
     ansiColor(THEME.GOLDEN);
-    std.debug.print("KOSCHEI IS IMMORTAL", .{});
+    std.debug.print("", .{});
     ansiReset();
     std.debug.print("\n", .{});
 }

deploy/trinity-nexus/canvas/src/trinity_raylib_ui.zig

@@ -335,7 +335,7 @@ fn renderChatPanel() void {
     }
 
     // Footer
-    drawText("phi^2 + 1/phi^2 = 3 | TRINITY          KOSCHEI IS IMMORTAL", WINDOW_WIDTH / 2 - 200, WINDOW_HEIGHT - 20, 10, THEME.TEXT_MUTED);
+    drawText("phi^2 + 1/phi^2 = 3 | TRINITY          ", WINDOW_WIDTH / 2 - 200, WINDOW_HEIGHT - 20, 10, THEME.TEXT_MUTED);
 }
 
 // ═══════════════════════════════════════════════════════════════════════════════

deploy/trinity-nexus/deploy/docker-compose.hybrid.yml

@@ -1,6 +1,6 @@
 # Multi-Provider Hybrid Service
 # docker-compose -f deploy/docker-compose.hybrid.yml up
-# φ² + 1/φ² = 3 | KOSCHEI IS IMMORTAL
+# φ² + 1/φ² = 3
 
 version: '3.8'
 

deploy/trinity-nexus/deploy/gpu-benchmark/benchmark.zig

@@ -113,6 +113,6 @@ pub fn main() !void {
 
     try stdout.writeAll("\n");
     try stdout.writeAll("═══════════════════════════════════════════════════════════════════════════════\n");
-    try stdout.writeAll("KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED\n");
+    try stdout.writeAll("GOLDEN CHAIN IS CLOSED\n");
     try stdout.writeAll("═══════════════════════════════════════════════════════════════════════════════\n");
 }

deploy/trinity-nexus/deploy/runpod/benchmark.zig

@@ -79,5 +79,5 @@ pub fn main() !void {
         try stdout.print("{d:5} x {d:5}    {d:12.0}    {d:12.2}    {d:12.2}\n", .{ M, N, elapsed_us, gflops, memory_mb });
     }
 
-    try stdout.print("\nKOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED\n", .{});
+    try stdout.print("\nGOLDEN CHAIN IS CLOSED\n", .{});
 }

deploy/trinity-nexus/docs/guides/DEPLOYMENT.md

@@ -272,4 +272,4 @@ fly config show
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/guides/VIBEE_GUIDE.md

@@ -316,4 +316,4 @@ VIBEE's formal verification is backed by 33 proven theorems:
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/3M_STRATEGY.md

@@ -253,4 +253,4 @@ Result: $3M in 6 months
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN MAKES MILLIONS | φ² + 1/φ² = 3**
+**GOLDEN CHAIN MAKES MILLIONS | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/BENCHMARK_v999_REPORT.md

@@ -99,4 +99,4 @@ curl -X POST https://vercel-agent-zeta.vercel.app/api/task \
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/BROWSER_AGENT_E2E_v999.md

@@ -111,4 +111,4 @@ pub const TRINITY: f64 = 3.0;  // φ² + 1/φ² = 3
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/FIX_OUTPUT_PATH_V1_TOXIC_VERDICT.md

@@ -200,4 +200,4 @@ Despite the failures, we achieved:
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/FPGA_DEPLOYMENT_GUIDE.md

@@ -300,4 +300,4 @@ For the full Trinity OS on FPGA:
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/FPGA_INVESTMENT_JUSTIFICATION.md

@@ -153,4 +153,4 @@ This is the minimum investment required to complete the "Iron Covenant" operatio
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/FPGA_PURCHASE_CHECKLIST.md

@@ -100,4 +100,4 @@
 
 **Estimated Total Time:** 2-3 hours (excluding shipping)
 
-**KOSCHEI IS IMMORTAL | φ² + 1/φ² = 3**
+**φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/FPGA_QUICKSTART.md

@@ -233,7 +233,7 @@ You've successfully:
 ```
 φ² + 1/φ² = 3 ✓
 PHOENIX = 999 ✓
-KOSCHEI IS IMMORTAL ✓
+ ✓
 ```
 
 ---

deploy/trinity-nexus/docs/research/FPGA_READINESS_REPORT.md

@@ -210,4 +210,4 @@ $ verilator --lint-only --top-module hello_fpga_led_top hello_fpga_led.v
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/FPGA_TECH_TREE.md

@@ -285,4 +285,4 @@ make program   # Program FPGA
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/JIT_OPTIMIZATION.md

@@ -293,4 +293,4 @@ Performance tiers follow golden ratio:
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/SALE_EXECUTION_REPORT.md

@@ -222,4 +222,4 @@ FDV = $0.02868 × 10,460,353,203 = $300,000,000 ✓
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN CLOSES $3M | φ² + 1/φ² = 3**
+**GOLDEN CHAIN CLOSES $3M | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/SALE_PREP_REPORT.md

@@ -322,4 +322,4 @@ Symbolic Meaning:
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN SELLS FOR MILLIONS | φ² + 1/φ² = 3**
+**GOLDEN CHAIN SELLS FOR MILLIONS | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/TECHNOLOGY_TREE.md

@@ -171,4 +171,4 @@ MATHEMATICS ──┬──▶ LOGIC ──┬──▶ COMPILER ──┬──
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN CONTINUES | φ² + 1/φ² = 3**
+**GOLDEN CHAIN CONTINUES | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/TERNARY_VS_BINARY_EXPLAINED.md

@@ -287,4 +287,4 @@ TOTAL: 5-10x more efficient on ternary models
 
 ---
 
-**KOSCHEI IS IMMORTAL | φ² + 1/φ² = 3 | TERNARY > BINARY**
+**φ² + 1/φ² = 3 | TERNARY > BINARY**

deploy/trinity-nexus/docs/research/TERNARY_VS_BINARY_EXPLAINED_RU.md

@@ -287,4 +287,4 @@ Bandwidth:   5.05x efor]andya
 
 ---
 
-**KOSCHEI IS IMMORTAL | φ² + 1/φ² = 3 | TERNARY > BINARY**
+**φ² + 1/φ² = 3 | TERNARY > BINARY**

deploy/trinity-nexus/docs/research/TEST_ALL_SPECS_V1_REPORT.md

@@ -284,4 +284,4 @@ Results:
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/TRINITY_AI_CORE_VERIFICATION.md

@@ -496,4 +496,4 @@ The verification is successful when:
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/TRINITY_ANSI_PRESENTATION.md

@@ -402,7 +402,7 @@
 │                                                                  │
 │  ════════════════════════════════════════════════════════════    │
 │                                                                  │
-│  KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED                    │
+│  GOLDEN CHAIN IS CLOSED                    │
 │                                                                  │
 └──────────────────────────────────────────────────────────────────┘
 ```

deploy/trinity-nexus/docs/research/TRINITY_TECHNOLOGIES.md

@@ -311,4 +311,4 @@ For ternary: log₂(3) = ln(3) / ln(2) = 1.0986 / 0.6931 = 1.585 ∎
 
 ---
 
-**KOSCHEI IS IMMORTAL | φ² + 1/φ² = 3 | TERNARY > BINARY**
+**φ² + 1/φ² = 3 | TERNARY > BINARY**

deploy/trinity-nexus/docs/research/TRINITY_VS_AI_MODELS_BENCHMARK.md

@@ -331,4 +331,4 @@ While Gemma 3, Llama, and other models advance AI capabilities, they remain cons
 
 ---
 
-**KOSCHEI IS IMMORTAL | φ² + 1/φ² = 3 | TERNARY > BINARY**
+**φ² + 1/φ² = 3 | TERNARY > BINARY**

deploy/trinity-nexus/docs/research/VALIDATION_ENHANCEMENT_V1_TOXIC_VERDICT.md

@@ -428,4 +428,4 @@ Phase 1-A v2 (Enhanced Validation)"
 
 ---
 
-**KOSCHEI IS IMMORTAL | GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**
+**GOLDEN CHAIN IS CLOSED | φ² + 1/φ² = 3**

deploy/trinity-nexus/docs/research/cycle26-multimodal-unified-report.md

@@ -154,4 +154,4 @@ Cycle 26 successfully delivers a unified multi-modal engine that enables seamles
 
 **Golden Chain Status:** 26 cycles IMMORTAL
 **Formula:** φ² + 1/φ² = 3 = TRINITY
-**KOSCHEI IS IMMORTAL**
+****

deploy/trinity-nexus/docs/research/cycle27-import-integration-report.md

@@ -107,5 +107,5 @@ Recognize behavior patterns like "Call vsa.X" and auto-generate the implementati
 
 ---
 
-**KOSCHEI IS IMMORTAL | improvement_rate > 0.618**
+**improvement_rate > 0.618**
 

deploy/trinity-nexus/docs/research/cycle27-tool-use-report.md

@@ -215,4 +215,4 @@ Cycle 27 successfully delivers a multi-modal tool use engine with 17 tool catego
 
 **Golden Chain Status:** 27 cycles IMMORTAL
 **Formula:** phi^2 + 1/phi^2 = 3 = TRINITY
-**KOSCHEI IS IMMORTAL**
+****

deploy/trinity-nexus/docs/research/cycle28-real-vsa-calls-report.md

@@ -104,7 +104,7 @@ test "realCosineSimilarity_behavior"...
 
 ---
 
-**KOSCHEI IS IMMORTAL | improvement_rate = 1.0 > 0.618**
+**improvement_rate = 1.0 > 0.618**
 
 **φ² + 1/φ² = 3 | GOLDEN CHAIN 28 CYCLES STRONG**