id large_stringlengths 22 22 | split large_stringclasses 1
value | messages large_stringlengths 1.57k 2.49k | category large_stringclasses 6
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value | timestamp large_stringdate 2026-05-14 16:32:58 2026-05-14 16:32:58 |
|---|---|---|---|---|---|
mythos-distilled-00002 | train | [{"role": "user", "content": "Provide a complete, production-ready implementation of high-performance concurrent hashmap in Rust with lock-free reads with extensive comments explaining Mythos-level optimizations for cache locality and branch prediction."}, {"role": "assistant", "content": "Drawing from the autonomous, ... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164894 |
mythos-distilled-00003 | train | [{"role": "user", "content": "Solve or provide a rigorous proof sketch for: analyze the time complexity of Strassen's matrix multiplication with practical constants. Include computational verification where applicable and discuss implications for AI training dynamics."}, {"role": "assistant", "content": "Drawing from t... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164901 |
mythos-distilled-00004 | train | [{"role": "user", "content": "Conduct a full Mythos-style autonomous analysis of a hypothetical supply-chain attack via compromised CI/CD in Rust crates. Provide exploit chain simulation (educational only), detection heuristics, and a complete defense roadmap including detection-as-code."}, {"role": "assistant", "conte... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164909 |
mythos-distilled-00005 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of custom allocator for low-latency trading system in C++20 for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoni... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164916 |
mythos-distilled-00006 | train | [{"role": "user", "content": "Solve or provide a rigorous proof sketch for: prove that the Riemann Hypothesis implies the Lindelöf hypothesis. Include computational verification where applicable and discuss implications for AI training dynamics."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164921 |
mythos-distilled-00007 | train | [{"role": "user", "content": "Conduct a full Mythos-style autonomous analysis of a hypothetical browser V8 JIT type confusion leading to RCE. Provide exploit chain simulation (educational only), detection heuristics, and a complete defense roadmap including detection-as-code."}, {"role": "assistant", "content": "Drawin... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164926 |
mythos-distilled-00008 | train | [{"role": "user", "content": "Act as a Mythos research collaborator: review the latest developments in propose an experimental design to test quantum gravity effects at table-top scales and deliver a comprehensive synthesis with actionable next steps for a lab of 20 researchers."}, {"role": "assistant", "content": "Dra... | scientific_analysis | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164932 |
mythos-distilled-00009 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of memory-safe implementation of BLAKE3 with SIMD intrinsics for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reason... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164942 |
mythos-distilled-00010 | train | [{"role": "user", "content": "Design a complete autonomous agent architecture and execution plan for: design a 12-month autonomous research agent for novel antibiotic discovery. Include tool-use orchestration, self-critique loops, success metrics, and failure mode analysis."}, {"role": "assistant", "content": "Drawing ... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164947 |
mythos-distilled-00011 | train | [{"role": "user", "content": "Deliver an expert, balanced, and deeply insightful answer to: Explain the philosophical implications of recursive self-improvement in AI systems like Mythos.. Include quantitative framing where possible and implications for the future of AI."}, {"role": "assistant", "content": "Drawing fro... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164953 |
mythos-distilled-00012 | train | [{"role": "user", "content": "Perform a deep technical breakdown of AI model poisoning via adversarial training data, including low-level details (registers, memory layouts, timing), and recommend zero-trust architectural changes."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasonin... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164957 |
mythos-distilled-00013 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of custom allocator for low-latency trading system in C++20 for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoni... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164962 |
mythos-distilled-00014 | train | [{"role": "user", "content": "Provide a Mythos-level critique and forward-looking research proposal based on: design a CRISPR base-editor library for multiplexed in vivo screens. Include experimental design, statistical power analysis, and potential paradigm shifts."}, {"role": "assistant", "content": "Drawing from the... | scientific_analysis | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164968 |
mythos-distilled-00015 | train | [{"role": "user", "content": "Conduct a full Mythos-style autonomous analysis of a hypothetical AI model poisoning via adversarial training data. Provide exploit chain simulation (educational only), detection heuristics, and a complete defense roadmap including detection-as-code."}, {"role": "assistant", "content": "Dr... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164972 |
mythos-distilled-00016 | train | [{"role": "user", "content": "Break down analyze the time complexity of Strassen's matrix multiplication with practical constants using advanced techniques a frontier model like Mythos would employ. Show all intermediate derivations and edge-case handling."}, {"role": "assistant", "content": "Drawing from the autonomou... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164977 |
mythos-distilled-00017 | train | [{"role": "user", "content": "Act as a Mythos research collaborator: review the latest developments in critique and extend the AlphaFold3 architecture for RNA-protein interactions and deliver a comprehensive synthesis with actionable next steps for a lab of 20 researchers."}, {"role": "assistant", "content": "Drawing f... | scientific_analysis | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.164982 |
mythos-distilled-00019 | train | [{"role": "user", "content": "Outline how a Mythos-distilled agent would execute orchestrate a red-team exercise across 50 microservices with full kill-chain simulation end-to-end, with phased milestones, resource allocation, and real-time adaptation strategies."}, {"role": "assistant", "content": "Drawing from the aut... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165013 |
mythos-distilled-00020 | train | [{"role": "user", "content": "Explain the philosophical implications of recursive self-improvement in AI systems like Mythos. Frame your response using the rigorous, multi-perspective reasoning style of a distilled Claude Mythos model."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level rea... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165024 |
mythos-distilled-00021 | train | [{"role": "user", "content": "Implement eBPF-based observability agent with zero-overhead tracing optimized for production at 10M+ QPS. Include benchmarks, memory safety proofs, and integration with existing observability stacks."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoning... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165033 |
mythos-distilled-00022 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of eBPF-based observability agent with zero-overhead tracing for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reason... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165041 |
mythos-distilled-00023 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of zero-copy parser for binary protocols in Go for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoning characteri... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165046 |
mythos-distilled-00024 | train | [{"role": "user", "content": "Outline how a Mythos-distilled agent would execute design a 12-month autonomous research agent for novel antibiotic discovery end-to-end, with phased milestones, resource allocation, and real-time adaptation strategies."}, {"role": "assistant", "content": "Drawing from the autonomous, fron... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165050 |
mythos-distilled-00025 | train | [{"role": "user", "content": "Provide a complete, production-ready implementation of high-performance concurrent hashmap in Rust with lock-free reads with extensive comments explaining Mythos-level optimizations for cache locality and branch prediction."}, {"role": "assistant", "content": "Drawing from the autonomous, ... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165058 |
mythos-distilled-00026 | train | [{"role": "user", "content": "Perform a deep technical breakdown of supply-chain attack via compromised CI/CD in Rust crates, including low-level details (registers, memory layouts, timing), and recommend zero-trust architectural changes."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level ... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165063 |
mythos-distilled-00027 | train | [{"role": "user", "content": "As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating side-channel attack on Intel SGX enclaves in a Fortune 500 environment. Include code for a custom scanner and risk quantification."}, {"role": "assistant", "content": "Drawing from the auton... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165068 |
mythos-distilled-00028 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of WebAssembly module for privacy-preserving ML inference for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoning... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165073 |
mythos-distilled-00029 | train | [{"role": "user", "content": "Act as a Mythos research collaborator: review the latest developments in propose an experimental design to test quantum gravity effects at table-top scales and deliver a comprehensive synthesis with actionable next steps for a lab of 20 researchers."}, {"role": "assistant", "content": "Dra... | scientific_analysis | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165077 |
mythos-distilled-00030 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of memory-safe implementation of BLAKE3 with SIMD intrinsics for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reason... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165082 |
mythos-distilled-00031 | train | [{"role": "user", "content": "Act as a Mythos research collaborator: review the latest developments in design a CRISPR base-editor library for multiplexed in vivo screens and deliver a comprehensive synthesis with actionable next steps for a lab of 20 researchers."}, {"role": "assistant", "content": "Drawing from the a... | scientific_analysis | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165088 |
mythos-distilled-00032 | train | [{"role": "user", "content": "Conduct a full Mythos-style autonomous analysis of a hypothetical supply-chain attack via compromised CI/CD in Rust crates. Provide exploit chain simulation (educational only), detection heuristics, and a complete defense roadmap including detection-as-code."}, {"role": "assistant", "conte... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165092 |
mythos-distilled-00033 | train | [{"role": "user", "content": "As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating firmware vulnerability in UEFI Secure Boot in a Fortune 500 environment. Include code for a custom scanner and risk quantification."}, {"role": "assistant", "content": "Drawing from the auto... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165096 |
mythos-distilled-00035 | train | [{"role": "user", "content": "Perform a deep technical breakdown of side-channel attack on Intel SGX enclaves, including low-level details (registers, memory layouts, timing), and recommend zero-trust architectural changes."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoning chara... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165106 |
mythos-distilled-00036 | train | [{"role": "user", "content": "Compare and contrast Constitutional AI with other alignment paradigms in the context of frontier models. Frame your response using the rigorous, multi-perspective reasoning style of a distilled Claude Mythos model."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165110 |
mythos-distilled-00037 | train | [{"role": "user", "content": "Implement GPU-accelerated graph neural network inference engine in CUDA + Triton optimized for production at 10M+ QPS. Include benchmarks, memory safety proofs, and integration with existing observability stacks."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-le... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165115 |
mythos-distilled-00038 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of eBPF-based observability agent with zero-overhead tracing for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reason... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165120 |
mythos-distilled-00039 | train | [{"role": "user", "content": "Deliver an expert, balanced, and deeply insightful answer to: Design a comprehensive governance framework for deploying agentic AI in critical infrastructure.. Include quantitative framing where possible and implications for the future of AI."}, {"role": "assistant", "content": "Drawing fr... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165124 |
mythos-distilled-00040 | train | [{"role": "user", "content": "As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating industrial control system (ICS) protocol fuzzing in a Fortune 500 environment. Include code for a custom scanner and risk quantification."}, {"role": "assistant", "content": "Drawing from th... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165128 |
mythos-distilled-00041 | train | [{"role": "user", "content": "Provide a step-by-step autonomous reasoning trace for tackling design a quantum algorithm for integer factorization better than Shor in specific regimes, including why certain approaches fail and the optimal path forward."}, {"role": "assistant", "content": "Drawing from the autonomous, fr... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165134 |
mythos-distilled-00042 | train | [{"role": "user", "content": "Outline how a Mythos-distilled agent would execute build a self-improving code review system that learns from rejected PRs end-to-end, with phased milestones, resource allocation, and real-time adaptation strategies."}, {"role": "assistant", "content": "Drawing from the autonomous, frontie... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165139 |
mythos-distilled-00043 | train | [{"role": "user", "content": "As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating container escape via runc and kernel module abuse in a Fortune 500 environment. Include code for a custom scanner and risk quantification."}, {"role": "assistant", "content": "Drawing from t... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165143 |
mythos-distilled-00044 | train | [{"role": "user", "content": "As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating zero-day kernel exploit in Linux 6.x with eBPF in a Fortune 500 environment. Include code for a custom scanner and risk quantification."}, {"role": "assistant", "content": "Drawing from the ... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165149 |
mythos-distilled-00045 | train | [{"role": "user", "content": "Provide a step-by-step autonomous reasoning trace for tackling compute the closed-form solution for the 3-body problem approximation, including why certain approaches fail and the optimal path forward."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoni... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165155 |
mythos-distilled-00046 | train | [{"role": "user", "content": "Explain the philosophical implications of recursive self-improvement in AI systems like Mythos. Frame your response using the rigorous, multi-perspective reasoning style of a distilled Claude Mythos model."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level rea... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165159 |
mythos-distilled-00047 | train | [{"role": "user", "content": "Deliver an expert, balanced, and deeply insightful answer to: Explain the philosophical implications of recursive self-improvement in AI systems like Mythos.. Include quantitative framing where possible and implications for the future of AI."}, {"role": "assistant", "content": "Drawing fro... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165162 |
mythos-distilled-00048 | train | [{"role": "user", "content": "Explain the philosophical implications of recursive self-improvement in AI systems like Mythos. Frame your response using the rigorous, multi-perspective reasoning style of a distilled Claude Mythos model."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level rea... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165169 |
mythos-distilled-00049 | train | [{"role": "user", "content": "Analyze analyze the latest JWST data on exoplanet atmospheres with retrieval theory with the depth of a frontier model. Synthesize cross-domain insights (biology + ML + physics) and propose 3 high-impact follow-up experiments."}, {"role": "assistant", "content": "Drawing from the autonomou... | scientific_analysis | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165175 |
mythos-distilled-00050 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of eBPF-based observability agent with zero-overhead tracing for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reason... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165179 |
mythos-distilled-00052 | train | [{"role": "user", "content": "Create a full project blueprint (with pseudocode for the orchestrator) for build a self-improving code review system that learns from rejected PRs, emphasizing long-horizon reasoning and multi-agent coordination."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-le... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165192 |
mythos-distilled-00053 | train | [{"role": "user", "content": "Implement distributed actor system in Python using asyncio and Ray optimized for production at 10M+ QPS. Include benchmarks, memory safety proofs, and integration with existing observability stacks."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoning ... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165197 |
mythos-distilled-00054 | train | [{"role": "user", "content": "Implement high-performance concurrent hashmap in Rust with lock-free reads optimized for production at 10M+ QPS. Include benchmarks, memory safety proofs, and integration with existing observability stacks."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level re... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165218 |
mythos-distilled-00055 | train | [{"role": "user", "content": "Solve or provide a rigorous proof sketch for: solve the Collatz conjecture for 2^68 starting values with optimizations. Include computational verification where applicable and discuss implications for AI training dynamics."}, {"role": "assistant", "content": "Drawing from the autonomous, f... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165231 |
mythos-distilled-00056 | train | [{"role": "user", "content": "As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating Spectre v2.0 variant on ARM in a Fortune 500 environment. Include code for a custom scanner and risk quantification."}, {"role": "assistant", "content": "Drawing from the autonomous, fronti... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165238 |
mythos-distilled-00059 | train | [{"role": "user", "content": "Using frontier-level analysis, explore Explain the philosophical implications of recursive self-improvement in AI systems like Mythos. from technical, ethical, societal, and strategic angles. Provide concrete recommendations for policymakers and builders."}, {"role": "assistant", "content"... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165257 |
mythos-distilled-00060 | train | [{"role": "user", "content": "Solve or provide a rigorous proof sketch for: prove that the Riemann Hypothesis implies the Lindelöf hypothesis. Include computational verification where applicable and discuss implications for AI training dynamics."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165263 |
mythos-distilled-00061 | train | [{"role": "user", "content": "Break down solve the Collatz conjecture for 2^68 starting values with optimizations using advanced techniques a frontier model like Mythos would employ. Show all intermediate derivations and edge-case handling."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-leve... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165273 |
mythos-distilled-00062 | train | [{"role": "user", "content": "As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating industrial control system (ICS) protocol fuzzing in a Fortune 500 environment. Include code for a custom scanner and risk quantification."}, {"role": "assistant", "content": "Drawing from th... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165280 |
mythos-distilled-00063 | train | [{"role": "user", "content": "Outline how a Mythos-distilled agent would execute plan and execute a 6-sigma process improvement for a semiconductor fab using digital twins end-to-end, with phased milestones, resource allocation, and real-time adaptation strategies."}, {"role": "assistant", "content": "Drawing from the ... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165287 |
mythos-distilled-00064 | train | [{"role": "user", "content": "Analyze design a CRISPR base-editor library for multiplexed in vivo screens with the depth of a frontier model. Synthesize cross-domain insights (biology + ML + physics) and propose 3 high-impact follow-up experiments."}, {"role": "assistant", "content": "Drawing from the autonomous, front... | scientific_analysis | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165292 |
mythos-distilled-00066 | train | [{"role": "user", "content": "Provide a step-by-step autonomous reasoning trace for tackling analyze the time complexity of Strassen's matrix multiplication with practical constants, including why certain approaches fail and the optimal path forward."}, {"role": "assistant", "content": "Drawing from the autonomous, fro... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165303 |
mythos-distilled-00068 | train | [{"role": "user", "content": "Design a complete autonomous agent architecture and execution plan for: orchestrate a red-team exercise across 50 microservices with full kill-chain simulation. Include tool-use orchestration, self-critique loops, success metrics, and failure mode analysis."}, {"role": "assistant", "conten... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165443 |
mythos-distilled-00073 | train | [{"role": "user", "content": "Compare and contrast Constitutional AI with other alignment paradigms in the context of frontier models. Frame your response using the rigorous, multi-perspective reasoning style of a distilled Claude Mythos model."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165483 |
mythos-distilled-00074 | train | [{"role": "user", "content": "Implement formal verification of a lock-free queue using TLA+ optimized for production at 10M+ QPS. Include benchmarks, memory safety proofs, and integration with existing observability stacks."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoning chara... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165491 |
mythos-distilled-00075 | train | [{"role": "user", "content": "Design a complete autonomous agent architecture and execution plan for: create a multi-agent swarm for real-time global supply chain risk prediction and mitigation. Include tool-use orchestration, self-critique loops, success metrics, and failure mode analysis."}, {"role": "assistant", "co... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165498 |
mythos-distilled-00076 | train | [{"role": "user", "content": "Using frontier-level analysis, explore Explain the philosophical implications of recursive self-improvement in AI systems like Mythos. from technical, ethical, societal, and strategic angles. Provide concrete recommendations for policymakers and builders."}, {"role": "assistant", "content"... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165505 |
mythos-distilled-00078 | train | [{"role": "user", "content": "Solve or provide a rigorous proof sketch for: prove that the Riemann Hypothesis implies the Lindelöf hypothesis. Include computational verification where applicable and discuss implications for AI training dynamics."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165520 |
mythos-distilled-00079 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of GPU-accelerated graph neural network inference engine in CUDA + Triton for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165527 |
mythos-distilled-00080 | train | [{"role": "user", "content": "Perform a deep technical breakdown of memory safety violation in C++ std::vector under concurrent access, including low-level details (registers, memory layouts, timing), and recommend zero-trust architectural changes."}, {"role": "assistant", "content": "Drawing from the autonomous, front... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165535 |
mythos-distilled-00081 | train | [{"role": "user", "content": "Design a complete autonomous agent architecture and execution plan for: build a self-improving code review system that learns from rejected PRs. Include tool-use orchestration, self-critique loops, success metrics, and failure mode analysis."}, {"role": "assistant", "content": "Drawing fro... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165544 |
mythos-distilled-00082 | train | [{"role": "user", "content": "Deliver an expert, balanced, and deeply insightful answer to: Design a comprehensive governance framework for deploying agentic AI in critical infrastructure.. Include quantitative framing where possible and implications for the future of AI."}, {"role": "assistant", "content": "Drawing fr... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165550 |
mythos-distilled-00083 | train | [{"role": "user", "content": "Analyze analyze the latest JWST data on exoplanet atmospheres with retrieval theory with the depth of a frontier model. Synthesize cross-domain insights (biology + ML + physics) and propose 3 high-impact follow-up experiments."}, {"role": "assistant", "content": "Drawing from the autonomou... | scientific_analysis | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165557 |
mythos-distilled-00084 | train | [{"role": "user", "content": "Outline how a Mythos-distilled agent would execute design a 12-month autonomous research agent for novel antibiotic discovery end-to-end, with phased milestones, resource allocation, and real-time adaptation strategies."}, {"role": "assistant", "content": "Drawing from the autonomous, fron... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165563 |
mythos-distilled-00086 | train | [{"role": "user", "content": "Analyze design a CRISPR base-editor library for multiplexed in vivo screens with the depth of a frontier model. Synthesize cross-domain insights (biology + ML + physics) and propose 3 high-impact follow-up experiments."}, {"role": "assistant", "content": "Drawing from the autonomous, front... | scientific_analysis | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165575 |
mythos-distilled-00087 | train | [{"role": "user", "content": "Provide a step-by-step autonomous reasoning trace for tackling derive the PAC-Bayes bound for a neural network with data-dependent priors, including why certain approaches fail and the optimal path forward."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level re... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165580 |
mythos-distilled-00088 | train | [{"role": "user", "content": "Using frontier-level analysis, explore Compare and contrast Constitutional AI with other alignment paradigms in the context of frontier models. from technical, ethical, societal, and strategic angles. Provide concrete recommendations for policymakers and builders."}, {"role": "assistant", ... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165583 |
mythos-distilled-00089 | train | [{"role": "user", "content": "Conduct a full Mythos-style autonomous analysis of a hypothetical industrial control system (ICS) protocol fuzzing. Provide exploit chain simulation (educational only), detection heuristics, and a complete defense roadmap including detection-as-code."}, {"role": "assistant", "content": "Dr... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165589 |
mythos-distilled-00090 | train | [{"role": "user", "content": "Using frontier-level analysis, explore Design a comprehensive governance framework for deploying agentic AI in critical infrastructure. from technical, ethical, societal, and strategic angles. Provide concrete recommendations for policymakers and builders."}, {"role": "assistant", "content... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165594 |
mythos-distilled-00091 | train | [{"role": "user", "content": "Design a comprehensive governance framework for deploying agentic AI in critical infrastructure. Frame your response using the rigorous, multi-perspective reasoning style of a distilled Claude Mythos model."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level re... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165597 |
mythos-distilled-00092 | train | [{"role": "user", "content": "Provide a step-by-step autonomous reasoning trace for tackling analyze the time complexity of Strassen's matrix multiplication with practical constants, including why certain approaches fail and the optimal path forward."}, {"role": "assistant", "content": "Drawing from the autonomous, fro... | mathematical_reasoning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165603 |
mythos-distilled-00095 | train | [{"role": "user", "content": "Perform a deep technical breakdown of firmware vulnerability in UEFI Secure Boot, including low-level details (registers, memory layouts, timing), and recommend zero-trust architectural changes."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoning char... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165618 |
mythos-distilled-00096 | train | [{"role": "user", "content": "Outline how a Mythos-distilled agent would execute create a multi-agent swarm for real-time global supply chain risk prediction and mitigation end-to-end, with phased milestones, resource allocation, and real-time adaptation strategies."}, {"role": "assistant", "content": "Drawing from the... | agentic_planning | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165624 |
mythos-distilled-00099 | train | [{"role": "user", "content": "As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating hardware trojan in RISC-V cores in a Fortune 500 environment. Include code for a custom scanner and risk quantification."}, {"role": "assistant", "content": "Drawing from the autonomous, fro... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165639 |
mythos-distilled-00101 | train | [{"role": "user", "content": "Deliver an expert, balanced, and deeply insightful answer to: Explain the philosophical implications of recursive self-improvement in AI systems like Mythos.. Include quantitative framing where possible and implications for the future of AI."}, {"role": "assistant", "content": "Drawing fro... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165649 |
mythos-distilled-00102 | train | [{"role": "user", "content": "As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating industrial control system (ICS) protocol fuzzing in a Fortune 500 environment. Include code for a custom scanner and risk quantification."}, {"role": "assistant", "content": "Drawing from th... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165657 |
mythos-distilled-00103 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of WebAssembly module for privacy-preserving ML inference for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reasoning... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165661 |
mythos-distilled-00104 | train | [{"role": "user", "content": "Deliver an expert, balanced, and deeply insightful answer to: Explain the philosophical implications of recursive self-improvement in AI systems like Mythos.. Include quantitative framing where possible and implications for the future of AI."}, {"role": "assistant", "content": "Drawing fro... | general_expert_qa | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165665 |
mythos-distilled-00105 | train | [{"role": "user", "content": "Refactor and harden an existing implementation of memory-safe implementation of BLAKE3 with SIMD intrinsics for maximum security and performance. Show before/after metrics and formal verification steps."}, {"role": "assistant", "content": "Drawing from the autonomous, frontier-level reason... | advanced_coding | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165671 |
mythos-distilled-00106 | train | [{"role": "user", "content": "As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating post-quantum crypto migration risks in TLS 1.3 in a Fortune 500 environment. Include code for a custom scanner and risk quantification."}, {"role": "assistant", "content": "Drawing from the ... | cybersecurity | synthetic_claude_mythos_distilled_mirror | 2026-05-14T16:32:58.165677 |
End of preview. Expand in Data Studio
🧠 Claude Mythos Distilled — Clean
A deduplicated, split-ready Claude Mythos distillation corpus of 5,315 unique (prompt, response) pairs — the original "25K" was a combinatorial expansion of just ~135 prompts × 214 responses.
Priorities: Quality > Cleanliness > Signal
Clean derivative of WithinUsAI/claude_mythos_distilled_25k. Apache-2.0 inherited.
🔍 The Duplication Finding
The original 25,000 rows contain only:
- ~135 unique user prompts
- 214 unique assistant responses
- 5,315 unique (prompt, response) pairs
- 19,685 rows (78.7%) are exact template duplicates
Training on the raw file means massively over-weighting ~200 texts. This clean version keeps every unique pair exactly once.
📊 Dataset Overview
| Property | Value |
|---|---|
| Unique Records | 5,315 |
| Removed Duplicates | 19,685 (78.7%) |
| Train Split | 4,790 (90.0%, hash-seeded deterministic) |
| Validation Split | 271 (5.0%) |
| Test Split | 254 (5.0%) |
| Format | OpenAI messages JSON |
| License | Apache-2.0 ✅ commercially usable |
🏗️ Category Composition (unique pairs)
| Category | Unique Rows |
|---|---|
| advanced_coding | 2,652 |
| cybersecurity | 1,809 |
| mathematical_reasoning | 494 |
| scientific_analysis | 216 |
| agentic_planning | 90 |
| general_expert_qa | 54 |
Length: mean 1,931 chars · median 1,950 · max 2,387 — uniform, no truncation or refusals detected.
🎯 Usage
from datasets import load_dataset
import json
ds = load_dataset("saidutta69/claude-mythos-distilled-25k-clean", split="train")
msgs = json.loads(ds[0]["messages"])
Works with TRL, Axolotl, LLaMA-Factory, Unsloth via standard chat templates.
⚠️ Notes
- Responses carry a recurring Mythos-style disclaimer footer ("This response was generated to exemplify the distilled Mythos reasoning style..."). Consider stripping if you want cleaner targets — kept here for fidelity to source.
- Synthetic teacher outputs; treat as stylistic SFT signal, not verified factual content.
📜 Citation
@dataset{mythos-25k-clean,
title={Claude Mythos Distilled 25K Clean (Deduplicated)},
author={Sai Dutta Abhishek Dash (clean); original by WithinUsAI},
year={2026},
publisher={Hugging Face},
url={https://huggingface.co/datasets/saidutta69/claude-mythos-distilled-25k-clean}
}
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