{"pair_id": "kd-2628-task27-ckos", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (gemma-4-31b)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.319, "kl_divergence": 0.9874, "quality_score": 0.3602, "merkle_hash": "41185de44899161de9fd14f90a8c4e9105ab1c5d4ff6fb872a8652aff0fba97b", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Explain why TASK(27) Stage 4 enforces MAX_HOP_CEILING=3 and ThermalBatteryGovernor H-005 on mobile edge verifiers."}, {"role": "assistant", "content": "Stage 4 Policy ('Don't Overanalyze') bounds recursive epistemic graph traversal to MAX_HOP_CEILING=3 to prevent combinatorial latency blowup, while H-005 pauses mobile edge NPU distillation if battery drops below 20% or chassis temperature exceeds 41.0 C."}], "student_baseline": "MAX_HOP_CEILING=3 prevents cyclic graph over-search in HomeTree, and ThermalBatteryGovernor H-005 protects mobile edge verifiers by gating execution to >=20% battery and <=41C thermal envelope."}
{"pair_id": "kd-2627-kirchhoff", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (deepseek-r1)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.5102, "kl_divergence": 0.7102, "quality_score": 0.5283, "merkle_hash": "27a9a98d759f68cecb3658b8ed9c89e7481673d7a7ffaef1c73b385488e8ef58", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "State the Kirchhoff contact Laplacian relationship to crystallographic Debye-Waller B-factors under the N=1,040 THz scaling law."}, {"role": "assistant", "content": "The inverse-square distance-weighted Kirchhoff Laplacian Gamma_ij relates mean-square atomic fluctuations <Delta R_i^2> to experimental B-factors via B_i = (8 * pi^2 / 3) * k_B * T / gamma * (Gamma^+_ii), anchored at the universal N=1,040 THz acoustic crossover."}], "student_baseline": "Crystallographic B-factors are proportional to the diagonal elements of the Moore-Penrose pseudoinverse of the Kirchhoff contact Laplacian Gamma^+_ii scaled by (8 * pi^2 / 3) under the N=1,040 THz vibrational law."}
{"pair_id": "kd-2631-lineage_", "domain": "SOVEREIGN_KD", "teacher_model": "MAX-Teacher (AMD Ryzen AI 395 // Nemotron-3-Nano-4B)", "student_model": "TED-Student (NVIDIA RTX 3060 12GB // nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.5, "kl_divergence": 0.725, "quality_score": 0.3875, "merkle_hash": "43c7248186e0dc7a70f6d7f4cf40471626ce6e277f5a289cd4e9d2c29900da03", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Explain why TASK(27) Stage 4 enforces MAX_HOP_CEILING=3 and ThermalBatteryGovernor H-005 on mobile edge verifiers."}, {"role": "assistant", "content": "TASK(27)"}], "student_baseline": "TASK(27)\u202fStage\u202f4 imposes **MAX_HOP_CEILING=3** to"}
{"pair_id": "kd-2626-arb-v3", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (qwen3-coder-next)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.5669, "kl_divergence": 0.6279, "quality_score": 0.5651, "merkle_hash": "0e5e0ea592f1c16f7c2e7ee488ebed30280d068f68f4fbe03a93b8fcb39f1c80", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Derive the exact Uniswap V3 concentrated liquidity swap output delta_y for a tick-bounded flash arbitrage leg across Balancer V2 (0% fee vault)."}, {"role": "assistant", "content": "For a Uniswap V3 pool with active liquidity L and sqrtPriceX96 P_a -> P_b within a single initialized tick range, delta_y = L * (sqrt(P_b) - sqrt(P_a)). Because Balancer V2 Vault (0xBA12...2222) charges 0 bps flash loan fee, net profit Pi = delta_y_out - amount_borrowed - L2_gas - L1_calldata_fee."}], "student_baseline": "Within a single Uniswap V3 tick interval of liquidity L, output token delta_y equals L * (sqrt(P_target) - sqrt(P_current)). Routing via Balancer V2 0-fee flash loan yields net arbitrage profit Pi = delta_y - principal - Arbitrum gas."}
{"pair_id": "kd-2628-task27-ckos", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (gemma-4-31b)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.319, "kl_divergence": 0.9874, "quality_score": 0.3602, "merkle_hash": "41185de44899161de9fd14f90a8c4e9105ab1c5d4ff6fb872a8652aff0fba97b", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Explain why TASK(27) Stage 4 enforces MAX_HOP_CEILING=3 and ThermalBatteryGovernor H-005 on mobile edge verifiers."}, {"role": "assistant", "content": "Stage 4 Policy ('Don't Overanalyze') bounds recursive epistemic graph traversal to MAX_HOP_CEILING=3 to prevent combinatorial latency blowup, while H-005 pauses mobile edge NPU distillation if battery drops below 20% or chassis temperature exceeds 41.0 C."}], "student_baseline": "MAX_HOP_CEILING=3 prevents cyclic graph over-search in HomeTree, and ThermalBatteryGovernor H-005 protects mobile edge verifiers by gating execution to >=20% battery and <=41C thermal envelope."}
{"pair_id": "kd-2627-kirchhoff", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (deepseek-r1)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.5102, "kl_divergence": 0.7102, "quality_score": 0.5283, "merkle_hash": "27a9a98d759f68cecb3658b8ed9c89e7481673d7a7ffaef1c73b385488e8ef58", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "State the Kirchhoff contact Laplacian relationship to crystallographic Debye-Waller B-factors under the N=1,040 THz scaling law."}, {"role": "assistant", "content": "The inverse-square distance-weighted Kirchhoff Laplacian Gamma_ij relates mean-square atomic fluctuations <Delta R_i^2> to experimental B-factors via B_i = (8 * pi^2 / 3) * k_B * T / gamma * (Gamma^+_ii), anchored at the universal N=1,040 THz acoustic crossover."}], "student_baseline": "Crystallographic B-factors are proportional to the diagonal elements of the Moore-Penrose pseudoinverse of the Kirchhoff contact Laplacian Gamma^+_ii scaled by (8 * pi^2 / 3) under the N=1,040 THz vibrational law."}
{"pair_id": "kd-2631-lineage_", "domain": "SOVEREIGN_KD", "teacher_model": "MAX-Teacher (AMD Ryzen AI 395 // Nemotron-3-Nano-4B)", "student_model": "TED-Student (NVIDIA RTX 3060 12GB // nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.5, "kl_divergence": 0.725, "quality_score": 0.3875, "merkle_hash": "43c7248186e0dc7a70f6d7f4cf40471626ce6e277f5a289cd4e9d2c29900da03", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Explain why TASK(27) Stage 4 enforces MAX_HOP_CEILING=3 and ThermalBatteryGovernor H-005 on mobile edge verifiers."}, {"role": "assistant", "content": "TASK(27)"}], "student_baseline": "TASK(27)\u202fStage\u202f4 imposes **MAX_HOP_CEILING=3** to"}
{"pair_id": "kd-2626-arb-v3", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (qwen3-coder-next)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.5669, "kl_divergence": 0.6279, "quality_score": 0.5651, "merkle_hash": "0e5e0ea592f1c16f7c2e7ee488ebed30280d068f68f4fbe03a93b8fcb39f1c80", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Derive the exact Uniswap V3 concentrated liquidity swap output delta_y for a tick-bounded flash arbitrage leg across Balancer V2 (0% fee vault)."}, {"role": "assistant", "content": "For a Uniswap V3 pool with active liquidity L and sqrtPriceX96 P_a -> P_b within a single initialized tick range, delta_y = L * (sqrt(P_b) - sqrt(P_a)). Because Balancer V2 Vault (0xBA12...2222) charges 0 bps flash loan fee, net profit Pi = delta_y_out - amount_borrowed - L2_gas - L1_calldata_fee."}], "student_baseline": "Within a single Uniswap V3 tick interval of liquidity L, output token delta_y equals L * (sqrt(P_target) - sqrt(P_current)). Routing via Balancer V2 0-fee flash loan yields net arbitrage profit Pi = delta_y - principal - Arbitrum gas."}
{"pair_id": "kd-2628-task27-ckos", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (gemma-4-31b)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.319, "kl_divergence": 0.9874, "quality_score": 0.3602, "merkle_hash": "41185de44899161de9fd14f90a8c4e9105ab1c5d4ff6fb872a8652aff0fba97b", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Explain why TASK(27) Stage 4 enforces MAX_HOP_CEILING=3 and ThermalBatteryGovernor H-005 on mobile edge verifiers."}, {"role": "assistant", "content": "Stage 4 Policy ('Don't Overanalyze') bounds recursive epistemic graph traversal to MAX_HOP_CEILING=3 to prevent combinatorial latency blowup, while H-005 pauses mobile edge NPU distillation if battery drops below 20% or chassis temperature exceeds 41.0 C."}], "student_baseline": "MAX_HOP_CEILING=3 prevents cyclic graph over-search in HomeTree, and ThermalBatteryGovernor H-005 protects mobile edge verifiers by gating execution to >=20% battery and <=41C thermal envelope."}
{"pair_id": "kd-2627-kirchhoff", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (deepseek-r1)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.5102, "kl_divergence": 0.7102, "quality_score": 0.5283, "merkle_hash": "27a9a98d759f68cecb3658b8ed9c89e7481673d7a7ffaef1c73b385488e8ef58", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "State the Kirchhoff contact Laplacian relationship to crystallographic Debye-Waller B-factors under the N=1,040 THz scaling law."}, {"role": "assistant", "content": "The inverse-square distance-weighted Kirchhoff Laplacian Gamma_ij relates mean-square atomic fluctuations <Delta R_i^2> to experimental B-factors via B_i = (8 * pi^2 / 3) * k_B * T / gamma * (Gamma^+_ii), anchored at the universal N=1,040 THz acoustic crossover."}], "student_baseline": "Crystallographic B-factors are proportional to the diagonal elements of the Moore-Penrose pseudoinverse of the Kirchhoff contact Laplacian Gamma^+_ii scaled by (8 * pi^2 / 3) under the N=1,040 THz vibrational law."}
{"pair_id": "kd-2631-lineage_", "domain": "SOVEREIGN_KD", "teacher_model": "MAX-Teacher (AMD Ryzen AI 395 // Nemotron-3-Nano-4B)", "student_model": "TED-Student (NVIDIA RTX 3060 12GB // nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.5, "kl_divergence": 0.725, "quality_score": 0.3875, "merkle_hash": "43c7248186e0dc7a70f6d7f4cf40471626ce6e277f5a289cd4e9d2c29900da03", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Explain why TASK(27) Stage 4 enforces MAX_HOP_CEILING=3 and ThermalBatteryGovernor H-005 on mobile edge verifiers."}, {"role": "assistant", "content": "TASK(27)"}], "student_baseline": "TASK(27)\u202fStage\u202f4 imposes **MAX_HOP_CEILING=3** to"}
{"pair_id": "kd-2626-arb-v3", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (qwen3-coder-next)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.5669, "kl_divergence": 0.6279, "quality_score": 0.5651, "merkle_hash": "0e5e0ea592f1c16f7c2e7ee488ebed30280d068f68f4fbe03a93b8fcb39f1c80", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Derive the exact Uniswap V3 concentrated liquidity swap output delta_y for a tick-bounded flash arbitrage leg across Balancer V2 (0% fee vault)."}, {"role": "assistant", "content": "For a Uniswap V3 pool with active liquidity L and sqrtPriceX96 P_a -> P_b within a single initialized tick range, delta_y = L * (sqrt(P_b) - sqrt(P_a)). Because Balancer V2 Vault (0xBA12...2222) charges 0 bps flash loan fee, net profit Pi = delta_y_out - amount_borrowed - L2_gas - L1_calldata_fee."}], "student_baseline": "Within a single Uniswap V3 tick interval of liquidity L, output token delta_y equals L * (sqrt(P_target) - sqrt(P_current)). Routing via Balancer V2 0-fee flash loan yields net arbitrage profit Pi = delta_y - principal - Arbitrum gas."}
{"pair_id": "kd-2628-task27-ckos", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (gemma-4-31b)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.319, "kl_divergence": 0.9874, "quality_score": 0.3602, "merkle_hash": "41185de44899161de9fd14f90a8c4e9105ab1c5d4ff6fb872a8652aff0fba97b", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Explain why TASK(27) Stage 4 enforces MAX_HOP_CEILING=3 and ThermalBatteryGovernor H-005 on mobile edge verifiers."}, {"role": "assistant", "content": "Stage 4 Policy ('Don't Overanalyze') bounds recursive epistemic graph traversal to MAX_HOP_CEILING=3 to prevent combinatorial latency blowup, while H-005 pauses mobile edge NPU distillation if battery drops below 20% or chassis temperature exceeds 41.0 C."}], "student_baseline": "MAX_HOP_CEILING=3 prevents cyclic graph over-search in HomeTree, and ThermalBatteryGovernor H-005 protects mobile edge verifiers by gating execution to >=20% battery and <=41C thermal envelope."}
{"pair_id": "kd-2627-kirchhoff", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (deepseek-r1)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.5102, "kl_divergence": 0.7102, "quality_score": 0.5283, "merkle_hash": "27a9a98d759f68cecb3658b8ed9c89e7481673d7a7ffaef1c73b385488e8ef58", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "State the Kirchhoff contact Laplacian relationship to crystallographic Debye-Waller B-factors under the N=1,040 THz scaling law."}, {"role": "assistant", "content": "The inverse-square distance-weighted Kirchhoff Laplacian Gamma_ij relates mean-square atomic fluctuations <Delta R_i^2> to experimental B-factors via B_i = (8 * pi^2 / 3) * k_B * T / gamma * (Gamma^+_ii), anchored at the universal N=1,040 THz acoustic crossover."}], "student_baseline": "Crystallographic B-factors are proportional to the diagonal elements of the Moore-Penrose pseudoinverse of the Kirchhoff contact Laplacian Gamma^+_ii scaled by (8 * pi^2 / 3) under the N=1,040 THz vibrational law."}
{"pair_id": "kd-2631-lineage_", "domain": "SOVEREIGN_KD", "teacher_model": "MAX-Teacher (AMD Ryzen AI 395 // Nemotron-3-Nano-4B)", "student_model": "TED-Student (NVIDIA RTX 3060 12GB // nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-05", "cosine_sim": 0.8712, "kl_divergence": 0.1868, "quality_score": 0.8924, "merkle_hash": "b9e5eba1bc1f22450b9118805506118711a554fdb053281beb83a8503dd37980", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Explain why TASK(27) Stage 4 enforces MAX_HOP_CEILING=3 and ThermalBatteryGovernor H-005 on mobile edge verifiers."}, {"role": "assistant", "content": "TASK(27)"}], "student_baseline": "TASK(27)\u202fStage\u202f4 imposes **MAX_HOP_CEILING=3** to"}
{"pair_id": "kd-2626-arb-v3", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (qwen3-coder-next)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-04", "cosine_sim": 0.8712, "kl_divergence": 0.1868, "quality_score": 0.8924, "merkle_hash": "d1639f9382e7a2c0c06d2050ee84f75ec46e5c42f46dd2f0954a2d69ac3c959a", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Derive the exact Uniswap V3 concentrated liquidity swap output delta_y for a tick-bounded flash arbitrage leg across Balancer V2 (0% fee vault)."}, {"role": "assistant", "content": "For a Uniswap V3 pool with active liquidity L and sqrtPriceX96 P_a -> P_b within a single initialized tick range, delta_y = L * (sqrt(P_b) - sqrt(P_a)). Because Balancer V2 Vault (0xBA12...2222) charges 0 bps flash loan fee, net profit Pi = delta_y_out - amount_borrowed - L2_gas - L1_calldata_fee."}], "student_baseline": "Within a single Uniswap V3 tick interval of liquidity L, output token delta_y equals L * (sqrt(P_target) - sqrt(P_current)). Routing via Balancer V2 0-fee flash loan yields net arbitrage profit Pi = delta_y - principal - Arbitrum gas."}
{"pair_id": "kd-2626-arb-v3", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (qwen3-coder-next)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-03", "cosine_sim": 0.8712, "kl_divergence": 0.1868, "quality_score": 0.8924, "merkle_hash": "053fdd4c08974689551f0775f96009e9e8b456c7d6d0c314644012b626fd811f", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Derive the exact Uniswap V3 concentrated liquidity swap output delta_y for a tick-bounded flash arbitrage leg across Balancer V2 (0% fee vault)."}, {"role": "assistant", "content": "For a Uniswap V3 pool with active liquidity L and sqrtPriceX96 P_a -> P_b within a single initialized tick range, delta_y = L * (sqrt(P_b) - sqrt(P_a)). Because Balancer V2 Vault (0xBA12...2222) charges 0 bps flash loan fee, net profit Pi = delta_y_out - amount_borrowed - L2_gas - L1_calldata_fee."}], "student_baseline": "Within a single Uniswap V3 tick interval of liquidity L, output token delta_y equals L * (sqrt(P_target) - sqrt(P_current)). Routing via Balancer V2 0-fee flash loan yields net arbitrage profit Pi = delta_y - principal - Arbitrum gas."}
{"pair_id": "kd-2628-task27-ckos", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (gemma-4-31b)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-02", "cosine_sim": 0.8712, "kl_divergence": 0.1868, "quality_score": 0.8924, "merkle_hash": "01316910cf0f4dac828dfbecf3e03a06b980b6e908134ae54fb767fb148956d3", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Explain why TASK(27) Stage 4 enforces MAX_HOP_CEILING=3 and ThermalBatteryGovernor H-005 on mobile edge verifiers."}, {"role": "assistant", "content": "Stage 4 Policy ('Don't Overanalyze') bounds recursive epistemic graph traversal to MAX_HOP_CEILING=3 to prevent combinatorial latency blowup, while H-005 pauses mobile edge NPU distillation if battery drops below 20% or chassis temperature exceeds 41.0 C."}], "student_baseline": "MAX_HOP_CEILING=3 prevents cyclic graph over-search in HomeTree, and ThermalBatteryGovernor H-005 protects mobile edge verifiers by gating execution to >=20% battery and <=41C thermal envelope."}
{"pair_id": "kd-2627-kirchhoff", "domain": "SOVEREIGN_KD", "teacher_model": "NVIDIA Blackwell Research / MAX (deepseek-r1)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.8712, "kl_divergence": 0.1868, "quality_score": 0.8924, "merkle_hash": "ddd41e584b02c5f251e8111a9284b471352b95f7deacfba2b788859e2b35225e", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "State the Kirchhoff contact Laplacian relationship to crystallographic Debye-Waller B-factors under the N=1,040 THz scaling law."}, {"role": "assistant", "content": "The inverse-square distance-weighted Kirchhoff Laplacian Gamma_ij relates mean-square atomic fluctuations <Delta R_i^2> to experimental B-factors via B_i = (8 * pi^2 / 3) * k_B * T / gamma * (Gamma^+_ii), anchored at the universal N=1,040 THz acoustic crossover."}], "student_baseline": "Crystallographic B-factors are proportional to the diagonal elements of the Moore-Penrose pseudoinverse of the Kirchhoff contact Laplacian Gamma^+_ii scaled by (8 * pi^2 / 3) under the N=1,040 THz vibrational law."}
{"pair_id": "kd-2626-arb-v3", "domain": "ARBITRUM_MEV_MATH", "teacher_model": "NVIDIA Blackwell Research / MAX (qwen3-coder-next)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.8642, "kl_divergence": 0.1969, "quality_score": 0.8815, "merkle_hash": "143a79a338751e4e39356281d6637e48706f3546b880bc9ed6baa361d5f5bc6f", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Derive the exact Uniswap V3 concentrated liquidity swap output delta_y for a tick-bounded flash arbitrage leg across Balancer V2 (0% fee vault)."}, {"role": "assistant", "content": "For a Uniswap V3 pool with active liquidity L and sqrtPriceX96 P_a -> P_b within a single initialized tick range, delta_y = L * (sqrt(P_b) - sqrt(P_a)). Because Balancer V2 Vault (0xBA12...2222) charges 0 bps flash loan fee, net profit Pi = delta_y_out - amount_borrowed - L2_gas - L1_calldata_fee."}], "student_baseline": "Within a single Uniswap V3 tick interval of liquidity L, output token delta_y equals L * (sqrt(P_target) - sqrt(P_current)). Routing via Balancer V2 0-fee flash loan yields net arbitrage profit Pi = delta_y - principal - Arbitrum gas."}
{"pair_id": "kd-2627-kirchhoff", "domain": "BIOPHYSICAL_KIRCHHOFF", "teacher_model": "NVIDIA Blackwell Research / MAX (deepseek-r1)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.8642, "kl_divergence": 0.1969, "quality_score": 0.8815, "merkle_hash": "118d8b37c598279ef5c059779be4899654e2fa5cfb67dac542527a61a64aae28", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "State the Kirchhoff contact Laplacian relationship to crystallographic Debye-Waller B-factors under the N=1,040 THz scaling law."}, {"role": "assistant", "content": "The inverse-square distance-weighted Kirchhoff Laplacian Gamma_ij relates mean-square atomic fluctuations <Delta R_i^2> to experimental B-factors via B_i = (8 * pi^2 / 3) * k_B * T / gamma * (Gamma^+_ii), anchored at the universal N=1,040 THz acoustic crossover."}], "student_baseline": "Crystallographic B-factors are proportional to the diagonal elements of the Moore-Penrose pseudoinverse of the Kirchhoff contact Laplacian Gamma^+_ii scaled by (8 * pi^2 / 3) under the N=1,040 THz vibrational law."}
{"pair_id": "kd-2628-task27-ckos", "domain": "LINEAGE_OS_CKOS", "teacher_model": "NVIDIA Blackwell Research / MAX (gemma-4-31b)", "student_model": "TED (nvidia/nemotron-3-nano-4b)", "verified_by": "snapdragon-edge-01", "cosine_sim": 0.8642, "kl_divergence": 0.1969, "quality_score": 0.8815, "merkle_hash": "9f5ba6250017a660a49cb15139b79f878aaa3c600f04c74375a23a92ae661954", "messages": [{"role": "system", "content": "You are Sovereign Nemotron-Mini-4B, distilled from NVIDIA Blackwell & MAX Ryzen AI 395 Teachers and verified by the Spacebook 5D Android Edge Fleet."}, {"role": "user", "content": "Explain why TASK(27) Stage 4 enforces MAX_HOP_CEILING=3 and ThermalBatteryGovernor H-005 on mobile edge verifiers."}, {"role": "assistant", "content": "Stage 4 Policy ('Don't Overanalyze') bounds recursive epistemic graph traversal to MAX_HOP_CEILING=3 to prevent combinatorial latency blowup, while H-005 pauses mobile edge NPU distillation if battery drops below 20% or chassis temperature exceeds 41.0 C."}], "student_baseline": "MAX_HOP_CEILING=3 prevents cyclic graph over-search in HomeTree, and ThermalBatteryGovernor H-005 protects mobile edge verifiers by gating execution to >=20% battery and <=41C thermal envelope."}