--- title: "Main Page" source: "https://systems-analysis.info/eng/Main_Page" wiki: "systems-analysis.info/eng" article: "Main_Page" language: "en" categories: - "Category:English" - "Category:Science" revision_id: 434 wiki_created_at: 2026-09-06T17:19:43Z wiki_modified_at: 2026-09-07T02:40:52Z downloaded_at: 2026-09-07T22:22:05Z --- # Main Page **Systems Analysis Wiki** serves as an informational resource and reference for researchers, students, and professionals in various fields. **Important!** Currently, **Systems Analysis Wiki** is in experimental mode and under construction. **Systems Analysis Wiki International** **Telegram channel** **YouTube @systems_analysis** ## Systems approach - [Systems approach](https://systems-analysis.info/eng/Systems_approach "Systems approach") - [Systems theory](https://systems-analysis.info/eng/Systems_theory "Systems theory") - [Systems analysis](https://systems-analysis.info/eng/Systems_analysis "Systems analysis") - [Systems analysis in IT](https://systems-analysis.info/eng/Systems_analysis_in_IT "Systems analysis in IT") - [History of the systems approach](https://systems-analysis.info/eng/History_of_the_systems_approach "History of the systems approach") - [Systems analysis methodology](https://systems-analysis.info/eng/Systems_analysis_methodology "Systems analysis methodology") - [Classical methodologies of systems analysis](https://systems-analysis.info/eng/Classical_methodologies_of_systems_analysis "Classical methodologies of systems analysis") - [Conceptual foundations of systems](https://systems-analysis.info/eng/Conceptual_foundations_of_systems "Conceptual foundations of systems") - [Core concepts of systems analysis](https://systems-analysis.info/eng/Core_concepts_of_systems_analysis "Core concepts of systems analysis") - [Systems thinking](https://systems-analysis.info/eng/Systems_thinking "Systems thinking") - [System](https://systems-analysis.info/eng/System "System") - [Concept of a system](https://systems-analysis.info/eng/Concept_of_a_system "Concept of a system") - [Definitions of a system](https://systems-analysis.info/eng/Definitions_of_a_system "Definitions of a system") - [Systemness](https://systems-analysis.info/eng/Systemness "Systemness") - [System holism](https://systems-analysis.info/eng/Systems_holism "Systems holism") - [System integrity](https://systems-analysis.info/eng/System_integrity "System integrity") - [Properties of systems](https://systems-analysis.info/eng/Properties_of_systems "Properties of systems") - [System regularities](https://systems-analysis.info/eng/Regularities_of_systems "Regularities of systems") - [System structure](https://systems-analysis.info/eng/System_structure "System structure") - [System structuring](https://systems-analysis.info/eng/System_structuring "System structuring") - [Hierarchy](https://systems-analysis.info/eng/Hierarchy "Hierarchy") - [Connections in systems](https://systems-analysis.info/eng/Connections_in_systems "Connections in systems") - [System boundary](https://systems-analysis.info/eng/System_boundary "System boundary") - [Emergence](https://systems-analysis.info/eng/Emergence "Emergence") - [Equifinality](https://systems-analysis.info/eng/Equifinality "Equifinality") - [System environment](https://systems-analysis.info/eng/System_environment "System environment") - [System element](https://systems-analysis.info/eng/System_element "System element") - [Goal](https://systems-analysis.info/eng/Goal "Goal") - [Goal in systems analysis](https://systems-analysis.info/eng/Goal_(systems_analysis) "Goal (systems analysis)") - [Function](https://systems-analysis.info/eng/Function "Function") - [Activity](https://systems-analysis.info/eng/Activity "Activity") - [Problem](https://systems-analysis.info/eng/Problem "Problem") - [Problem in the context of systems analysis](https://systems-analysis.info/eng/Problem_in_the_context_of_systems_analysis "Problem in the context of systems analysis") - [Goal setting](https://systems-analysis.info/eng/Goal_setting "Goal setting") - [Process](https://systems-analysis.info/eng/Process "Process") - [Modeling process](https://systems-analysis.info/eng/Modeling_process "Modeling process") - [Modeling](https://systems-analysis.info/eng/Modeling_(scientific) "Modeling (scientific)") - [Model](https://systems-analysis.info/eng/Model "Model") - [System model](https://systems-analysis.info/eng/System_model "System model") - [Ideal and material models](https://systems-analysis.info/eng/Ideal_and_material_models "Ideal and material models") - [Formalization of system models](https://systems-analysis.info/eng/Formalization_of_system_models "Formalization of system models") - [System description language](https://systems-analysis.info/eng/Languages_for_system_description "Languages for system description") - [Decomposition](https://systems-analysis.info/eng/Decomposition "Decomposition") - [Subsystem](https://systems-analysis.info/eng/Subsystem "Subsystem") - [Inputs and outputs](https://systems-analysis.info/eng/Inputs_and_outputs_(systems_theory) "Inputs and outputs (systems theory)") - [System state](https://systems-analysis.info/eng/System_state "System state") - [System behavior](https://systems-analysis.info/eng/System_behavior "System behavior") - [System dynamics](https://systems-analysis.info/eng/System_dynamics "System dynamics") - [System complexity](https://systems-analysis.info/eng/System_complexity "System complexity") - [Self-organizing systems](https://systems-analysis.info/eng/Self-organizing_systems "Self-organizing systems") - [Metasystem](https://systems-analysis.info/eng/Metasystem "Metasystem") - [System of Systems](https://systems-analysis.info/eng/System_of_Systems "System of Systems") - [System development](https://systems-analysis.info/eng/System_development "System development") - [Open system](https://systems-analysis.info/eng/Open_system_(systems_theory) "Open system (systems theory)") - [Closed system](https://systems-analysis.info/eng/Closed_system_(systems_theory) "Closed system (systems theory)") - [System stability](https://systems-analysis.info/eng/System_stability "System stability") - [System adaptability](https://systems-analysis.info/eng/System_adaptability "System adaptability") - [Feedback](https://systems-analysis.info/eng/Feedback_(systems) "Feedback (systems)") - [Homeostasis](https://systems-analysis.info/eng/Homeostasis "Homeostasis") - [Dynamic properties](https://systems-analysis.info/eng/Dynamic_properties "Dynamic properties") - [System equilibrium](https://systems-analysis.info/eng/System_equilibrium "System equilibrium") - [Uncertainty in a system](https://systems-analysis.info/eng/Uncertainty "Uncertainty") - [Black box](https://systems-analysis.info/eng/Black_box "Black box") - [Observer in the systems approach](https://systems-analysis.info/eng/Observer_in_the_systems_approach "Observer in the systems approach") - [Objective and subjective in systems analysis](https://systems-analysis.info/eng/Objective_and_subjective_in_systems_analysis "Objective and subjective in systems analysis") - [Levels of system representation](https://systems-analysis.info/eng/Levels_of_system_representation "Levels of system representation") - [Classification of systems](https://systems-analysis.info/eng/Classification_of_systems "Classification of systems") - [Classification of system modeling methods](https://systems-analysis.info/eng/Classification_of_system_modeling_methods "Classification of system modeling methods") - [Core concepts of systems approach](https://systems-analysis.info/eng/Core_concepts_of_systems_approach "Core concepts of systems approach") - [Systems Research Yearbook](https://systems-analysis.info/eng/Systems_Research_Yearbook "Systems Research Yearbook") - [Systems approach: Literature](https://systems-analysis.info/eng/Systems_approach:_Literature "Systems approach: Literature") - [Systems analysis: Literature](https://systems-analysis.info/eng/Systems_analysis:_Literature "Systems analysis: Literature") - [Systems approach: Section catalog](https://systems-analysis.info/eng/Systems_approach:_Section_catalog "Systems approach: Section catalog") ## Large language models (LLM) - [Large language model](https://systems-analysis.info/eng/Large_language_model "Large language model") - [Theoretical foundations of LLM](https://systems-analysis.info/eng/Theoretical_foundations_of_large_language_models "Theoretical foundations of large language models") - [Large language model architectures](https://systems-analysis.info/eng/Large_language_model_architectures "Large language model architectures") - [Transformer architecture](https://systems-analysis.info/eng/Transformer_architecture "Transformer architecture") - [Encoder](https://systems-analysis.info/eng/Encoder_(Transformer) "Encoder (Transformer)") - [Decoder](https://systems-analysis.info/eng/Decoder_(Transformer) "Decoder (Transformer)") - [Encoder-only](https://systems-analysis.info/eng/Encoder-only_models "Encoder-only models") - [Decoder-only](https://systems-analysis.info/eng/Decoder-only_models_(architecture) "Decoder-only models (architecture)") - [Encoder-Decoder](https://systems-analysis.info/eng/Encoder%E2%80%93decoder_architecture "Encoder–decoder architecture") - [Tokenization](https://systems-analysis.info/eng/Tokenization_(NLP) "Tokenization (NLP)") - [Token](https://systems-analysis.info/eng/Token_(LLM) "Token (LLM)") - [Embedding](https://systems-analysis.info/eng/Embedding_(NLP) "Embedding (NLP)") - [Context window](https://systems-analysis.info/eng/Context_window "Context window") - [Training large language models](https://systems-analysis.info/eng/Training_large_language_models "Training large language models") - [Pre-training](https://systems-analysis.info/eng/Pre-training_of_large_language_models "Pre-training of large language models") - [Fine-tuning](https://systems-analysis.info/eng/Fine-tuning_(deep_learning) "Fine-tuning (deep learning)") - [In-Context Learning](https://systems-analysis.info/eng/In-Context_Learning "In-Context Learning") - [Top-p](https://systems-analysis.info/eng/Top-p_sampling "Top-p sampling") - [Top-k](https://systems-analysis.info/eng/Top-k_sampling "Top-k sampling") - [Temperature (LLM)](https://systems-analysis.info/eng/Temperature_(LLM) "Temperature (LLM)") - [LLM hallucinations](https://systems-analysis.info/eng/LLM_hallucinations "LLM hallucinations") - [Data distortion and bias](https://systems-analysis.info/eng/Bias_in_large_language_models "Bias in large language models") - [Contextual forgetting](https://systems-analysis.info/eng/Contextual_forgetting "Contextual forgetting") - [Generation bias](https://systems-analysis.info/eng/Generation_bias_(LLM) "Generation bias (LLM)") - [Mixture-of-Experts (MoE)](https://systems-analysis.info/eng/Mixture-of-Experts_(MoE) "Mixture-of-Experts (MoE)") - [Reducing LLM errors](https://systems-analysis.info/eng/LLM_error_mitigation "LLM error mitigation") - [LLM cost optimization](https://systems-analysis.info/eng/LLM_cost_optimization "LLM cost optimization") - [Open-weight and closed-weight models](https://systems-analysis.info/eng/Open-weight_and_closed-weight_models "Open-weight and closed-weight models") - [Constitutional AI](https://systems-analysis.info/eng/Constitutional_AI "Constitutional AI") - [Explainable AI](https://systems-analysis.info/eng/Explainable_AI "Explainable AI") - [RLHF](https://systems-analysis.info/eng/Reinforcement_learning_from_human_feedback_(RLHF) "Reinforcement learning from human feedback (RLHF)") - [Direct Preference Optimization](https://systems-analysis.info/eng/Direct_Preference_Optimization_(DPO) "Direct Preference Optimization (DPO)") - [Low-Rank Adaptation (LoRA)](https://systems-analysis.info/eng/Low-Rank_Adaptation_(LoRA) "Low-Rank Adaptation (LoRA)") - [PEFT](https://systems-analysis.info/eng/PEFT_(Parameter-Efficient_Fine-Tuning) "PEFT (Parameter-Efficient Fine-Tuning)") - [Vector databases](https://systems-analysis.info/eng/Vector_database "Vector database") - [Multimodal large language models](https://systems-analysis.info/eng/Multimodal_large_language_models "Multimodal large language models") - [Jailbreaks](https://systems-analysis.info/eng/Jailbreaks_(LLM) "Jailbreaks (LLM)") - [FlashAttention](https://systems-analysis.info/eng/FlashAttention "FlashAttention") - [FlashAttention-2](https://systems-analysis.info/eng/FlashAttention-2 "FlashAttention-2") - [FlashAttention-3](https://systems-analysis.info/eng/FlashAttention-3 "FlashAttention-3") - [Stop sequences](https://systems-analysis.info/eng/Stop_sequences_(language_models) "Stop sequences (language models)") - [Synthetic data generation](https://systems-analysis.info/eng/Synthetic_data_generation "Synthetic data generation") - [Multimodal reasoning](https://systems-analysis.info/eng/Multimodal_reasoning "Multimodal reasoning") - [Stochastic parrot](https://systems-analysis.info/eng/Stochastic_parrot "Stochastic parrot") - [Large language models: Section catalog](https://systems-analysis.info/eng/Large_language_models:_Section_catalog "Large language models: Section catalog") ## Catalog of large language models (LLM) - [T5 (Google)](https://systems-analysis.info/eng/T5_(Text-to-Text_Transfer_Transformer) "T5 (Text-to-Text Transfer Transformer)") - [LaMDA (Google)](https://systems-analysis.info/eng/LaMDA_(Google) "LaMDA (Google)") - [PaLM (Google)](https://systems-analysis.info/eng/PaLM_(Pathways_Language_Model) "PaLM (Pathways Language Model)") - [BERT (Google)](https://systems-analysis.info/eng/BERT_(language_model) "BERT (language model)") - [Gopher (Google)](https://systems-analysis.info/eng/Gopher_(Google) "Gopher (Google)") - [Chinchilla (Google)](https://systems-analysis.info/eng/Chinchilla_(language_model) "Chinchilla (language model)") - [Huawei PanGu](https://systems-analysis.info/eng/PanGu_(Huawei) "PanGu (Huawei)") - [IBM Granite](https://systems-analysis.info/eng/IBM_Granite_(language_model) "IBM Granite (language model)") - [BLOOM](https://systems-analysis.info/eng/BLOOM_(language_model) "BLOOM (language model)") - [Mixtral (Mistral AI)](https://systems-analysis.info/eng/Mixtral_(Mistral_AI) "Mixtral (Mistral AI)") - [DBRX (Databricks)](https://systems-analysis.info/eng/DBRX_(language_model) "DBRX (language model)") - [GPT (OpenAI)](https://systems-analysis.info/eng/GPT_(OpenAI) "GPT (OpenAI)") - [Claude (Anthropic)](https://systems-analysis.info/eng/Claude_(Anthropic) "Claude (Anthropic)") - [Gemma (Google)](https://systems-analysis.info/eng/Gemma_(Google) "Gemma (Google)") - [Gemini (Google)](https://systems-analysis.info/eng/Gemini_(Google) "Gemini (Google)") - [LLaMA (Meta)](https://systems-analysis.info/eng/LLaMA_(Meta_AI) "LLaMA (Meta AI)") - [Muse Spark (Meta)](https://systems-analysis.info/eng/Muse_Spark_(Meta_AI) "Muse Spark (Meta AI)") - [Mistral (Mistral AI)](https://systems-analysis.info/eng/Mistral_AI "Mistral AI") - [DeepSeek](https://systems-analysis.info/eng/DeepSeek "DeepSeek") - [Grok (xAI)](https://systems-analysis.info/eng/Grok_(xAI) "Grok (xAI)") - [Qwen (Alibaba)](https://systems-analysis.info/eng/Qwen_(Alibaba) "Qwen (Alibaba)") - [Phi (Microsoft)](https://systems-analysis.info/eng/Phi_(Microsoft) "Phi (Microsoft)") - [MAI (Microsoft)](https://systems-analysis.info/eng/MAI_(Microsoft) "MAI (Microsoft)") - [MiniMax](https://systems-analysis.info/eng/MiniMax "MiniMax") - [Jais (UAE)](https://systems-analysis.info/eng/Jais_(language_model) "Jais (language model)") - [Jamba (AI21 Labs)](https://systems-analysis.info/eng/Jamba_(language_model) "Jamba (language model)") - [Cohere](https://systems-analysis.info/eng/Cohere_Inc. "Cohere Inc.") - [Falcon (UAE)](https://systems-analysis.info/eng/Falcon_(language_model_family) "Falcon (language model family)") - [YandexGPT](https://systems-analysis.info/eng/YandexGPT_(language_model) "YandexGPT (language model)") - [Kimi (Moonshot AI)](https://systems-analysis.info/eng/Kimi_(Moonshot_AI) "Kimi (Moonshot AI)") - [ERNIE (Baidu)](https://systems-analysis.info/eng/ERNIE_(Baidu) "ERNIE (Baidu)") - [GLM (Zhipu AI)](https://systems-analysis.info/eng/GLM_(Zhipu_AI) "GLM (Zhipu AI)") - [Nemotron (NVIDIA)](https://systems-analysis.info/eng/Nemotron_(NVIDIA) "Nemotron (NVIDIA)") - [MiMo (Xiaomi)](https://systems-analysis.info/eng/MiMo_(Xiaomi) "MiMo (Xiaomi)") - [Seed (ByteDance)](https://systems-analysis.info/eng/Seed_(ByteDance) "Seed (ByteDance)") - [Nova (Amazon)](https://systems-analysis.info/eng/Nova_(Amazon) "Nova (Amazon)") - [Hunyuan (Tencent)](https://systems-analysis.info/eng/Hunyuan_(Tencent) "Hunyuan (Tencent)") - [Yi (01.AI)](https://systems-analysis.info/eng/Yi_(01.AI) "Yi (01.AI)") - [Hugging Face](https://systems-analysis.info/eng/Hugging_Face "Hugging Face") - [OpenAI's large language models](https://systems-analysis.info/eng/OpenAI%27s_large_language_models "OpenAI's large language models") - [Google’s large language models](https://systems-analysis.info/eng/Google%E2%80%99s_large_language_models "Google’s large language models") - [Anthropic's large language models](https://systems-analysis.info/eng/Anthropic%27s_large_language_models "Anthropic's large language models") - [Large language models: Catalog](https://systems-analysis.info/eng/Large_language_models:_Catalog "Large language models: Catalog") ## Prompt engineering (LLM) - [Prompt](https://systems-analysis.info/eng/Prompt_(language_models) "Prompt (language models)") - [Prompt engineering](https://systems-analysis.info/eng/Prompt_engineering "Prompt engineering") - [Prompt and context](https://systems-analysis.info/eng/Prompt_and_context "Prompt and context") - [Core prompt engineering techniques](https://systems-analysis.info/eng/Core_prompt_engineering_techniques "Core prompt engineering techniques") - [Retrieval‑Augmented Generation (RAG)](https://systems-analysis.info/eng/Retrieval-augmented_generation_(RAG) "Retrieval-augmented generation (RAG)") - [Chain-of-Thought Prompting](https://systems-analysis.info/eng/Chain-of-Thought_Prompting "Chain-of-Thought Prompting") - [Few-shot and Zero-shot](https://systems-analysis.info/eng/Few-Shot_and_Zero-Shot_Learning "Few-Shot and Zero-Shot Learning") - [Role Prompting](https://systems-analysis.info/eng/Role_Prompting "Role Prompting") - [Tree of Thoughts (ToT)](https://systems-analysis.info/eng/Tree_of_Thoughts_(ToT) "Tree of Thoughts (ToT)") - [Self-refine prompting](https://systems-analysis.info/eng/Self-Refine_Prompting "Self-Refine Prompting") - [Self-consistency prompting](https://systems-analysis.info/eng/Self-consistency_prompting "Self-consistency prompting") - [Meta Prompting](https://systems-analysis.info/eng/Meta_Prompting "Meta Prompting") - [Multi-agent prompting](https://systems-analysis.info/eng/Multi-agent_prompting "Multi-agent prompting") - [Prompt compression](https://systems-analysis.info/eng/Prompt_compression "Prompt compression") - [Program of Thoughts Prompting](https://systems-analysis.info/eng/Program_of_Thoughts_Prompting "Program of Thoughts Prompting") - [Generated Knowledge Prompting](https://systems-analysis.info/eng/Generated_Knowledge_Prompting "Generated Knowledge Prompting") - [Multimodal CoT Prompting](https://systems-analysis.info/eng/Multimodal_CoT_Prompting "Multimodal CoT Prompting") - [Graph-of-Thoughts](https://systems-analysis.info/eng/Graph_of_Thoughts "Graph of Thoughts") - [Chain-of-Verification](https://systems-analysis.info/eng/Chain-of-Verification "Chain-of-Verification") - [Toolformer](https://systems-analysis.info/eng/Toolformer "Toolformer") - [Least-to-most Prompting](https://systems-analysis.info/eng/Least-to-most_Prompting "Least-to-most Prompting") - [Automatic Prompt Engineer (APE)](https://systems-analysis.info/eng/Automatic_Prompt_Engineer_(APE) "Automatic Prompt Engineer (APE)") - [ReAct Prompting](https://systems-analysis.info/eng/ReAct_Prompting "ReAct Prompting") - [Function Calling](https://systems-analysis.info/eng/Function_calling_(LLM) "Function calling (LLM)") - [RAG patterns](https://systems-analysis.info/eng/RAG_patterns "RAG patterns") - [GraphRAG](https://systems-analysis.info/eng/GraphRAG "GraphRAG") - [MM-RAG (Multimodal RAG)](https://systems-analysis.info/eng/MM-RAG_(Multimodal_RAG) "MM-RAG (Multimodal RAG)") - [Hypothetical Document Embeddings (HyDE)](https://systems-analysis.info/eng/Hypothetical_Document_Embeddings_(HyDE) "Hypothetical Document Embeddings (HyDE)") - [Hybrid Retrieval](https://systems-analysis.info/eng/Hybrid_retrieval "Hybrid retrieval") - [Packaging & Context Handling](https://systems-analysis.info/eng/Packaging_%26_Context_Handling "Packaging & Context Handling") - [Prompt engineering: Section catalog](https://systems-analysis.info/eng/Prompt_engineering:_Section_catalog "Prompt engineering: Section catalog") ## AI agents (LLM) - [AI Agent](https://systems-analysis.info/eng/AI_Agent "AI Agent") - [Agentic Workflows](https://systems-analysis.info/eng/Agentic_Workflows "Agentic Workflows") - [Multi-Agent Frameworks](https://systems-analysis.info/eng/Multi-agent_frameworks "Multi-agent frameworks") - [LangChain](https://systems-analysis.info/eng/LangChain "LangChain") - [AutoGPT](https://systems-analysis.info/eng/AutoGPT "AutoGPT") - [Multi-Agent Debate](https://systems-analysis.info/eng/Multi-Agent_Debate "Multi-Agent Debate") ## Evaluation and metric comparison (LLM) - [LLM evaluation](https://systems-analysis.info/eng/LLM_evaluation "LLM evaluation") - [LLM quality metrics](https://systems-analysis.info/eng/LLM_quality_metrics "LLM quality metrics") - [Perplexity](https://systems-analysis.info/eng/Perplexity_(metric) "Perplexity (metric)") - [BLEU](https://systems-analysis.info/eng/BLEU_(Bilingual_Evaluation_Understudy) "BLEU (Bilingual Evaluation Understudy)") - [ROUGE](https://systems-analysis.info/eng/ROUGE_(metric) "ROUGE (metric)") - [BERTScore](https://systems-analysis.info/eng/BERTScore_(metric) "BERTScore (metric)") - [GDPval-AA v2](https://systems-analysis.info/eng/GDPval-AA_v2 "GDPval-AA v2") - [METEOR](https://systems-analysis.info/eng/METEOR_(metric) "METEOR (metric)") - [MAUVE](https://systems-analysis.info/eng/MAUVE_(metric) "MAUVE (metric)") - [LLM-as-a-Judge](https://systems-analysis.info/eng/LLM-as-a-Judge "LLM-as-a-Judge") ## Benchmarks and datasets (LLM) - [LLM benchmarks](https://systems-analysis.info/eng/LLM_benchmarks "LLM benchmarks") - [MMLU Benchmark](https://systems-analysis.info/eng/MMLU_Benchmark "MMLU Benchmark") - [MMLU-Pro Benchmark](https://systems-analysis.info/eng/MMLU-Pro_Benchmark "MMLU-Pro Benchmark") - [MMMU Benchmark](https://systems-analysis.info/eng/MMMU_Benchmark "MMMU Benchmark") - [MMMU-Pro Benchmark](https://systems-analysis.info/eng/MMMU-Pro_Benchmark "MMMU-Pro Benchmark") - [HellaSwag Benchmark](https://systems-analysis.info/eng/HellaSwag_Benchmark "HellaSwag Benchmark") - [HumanEval Benchmark](https://systems-analysis.info/eng/HumanEval_Benchmark "HumanEval Benchmark") - [TruthfulQA Benchmark](https://systems-analysis.info/eng/TruthfulQA_Benchmark "TruthfulQA Benchmark") - [MT-Bench benchmark](https://systems-analysis.info/eng/MT-Bench_(benchmark) "MT-Bench (benchmark)") - [GLUE Benchmark](https://systems-analysis.info/eng/GLUE_Benchmark "GLUE Benchmark") - [SuperGLUE](https://systems-analysis.info/eng/SuperGLUE_(benchmark) "SuperGLUE (benchmark)") - [Humanity's Last Exam](https://systems-analysis.info/eng/Humanity%27s_Last_Exam_(benchmark) "Humanity's Last Exam (benchmark)") - [GPQA Diamond Benchmark](https://systems-analysis.info/eng/GPQA_Diamond_Benchmark "GPQA Diamond Benchmark") - [SciCode Benchmark](https://systems-analysis.info/eng/SciCode_Benchmark "SciCode Benchmark") - [Terminal-Bench](https://systems-analysis.info/eng/Terminal-Bench "Terminal-Bench") - [GSM8K (Grade School Math 8K)](https://systems-analysis.info/eng/GSM8K_(Grade_School_Math_8K) "GSM8K (Grade School Math 8K)") - [WinoGrande Benchmark](https://systems-analysis.info/eng/WinoGrande_Benchmark "WinoGrande Benchmark") - [IFEval Benchmark](https://systems-analysis.info/eng/IFEval_Benchmark "IFEval Benchmark") - [LiveCodeBench](https://systems-analysis.info/eng/LiveCodeBench "LiveCodeBench") - [ARC-AGI-2](https://systems-analysis.info/eng/ARC-AGI-2 "ARC-AGI-2") - [OSWorld](https://systems-analysis.info/eng/OSWorld "OSWorld") - [τ-bench](https://systems-analysis.info/eng/%CE%A4-bench "Τ-bench") - [HELM Benchmark](https://systems-analysis.info/eng/HELM_Benchmark "HELM Benchmark") - [FrontierMath](https://systems-analysis.info/eng/FrontierMath "FrontierMath") - [AgentHarm](https://systems-analysis.info/eng/AgentHarm "AgentHarm") - [SafetyBench](https://systems-analysis.info/eng/SafetyBench "SafetyBench") - [SWE-bench](https://systems-analysis.info/eng/SWE-bench_(benchmark) "SWE-bench (benchmark)") - [SWE-bench Pro](https://systems-analysis.info/eng/SWE-bench_Pro "SWE-bench Pro") - [SWE-bench Verified](https://systems-analysis.info/eng/SWE-bench_Verified "SWE-bench Verified") - [BIG-bench](https://systems-analysis.info/eng/BIG-bench_(benchmark) "BIG-bench (benchmark)") - [Big-Bench Hard](https://systems-analysis.info/eng/Big-Bench_Hard "Big-Bench Hard") - [MATH Benchmark](https://systems-analysis.info/eng/MATH_Benchmark "MATH Benchmark") - [MATH-500](https://systems-analysis.info/eng/MATH-500 "MATH-500") - [FLORES-200](https://systems-analysis.info/eng/FLORES-200 "FLORES-200") - [RealToxicityPrompts](https://systems-analysis.info/eng/RealToxicityPrompts "RealToxicityPrompts") - [PromptRobust](https://systems-analysis.info/eng/PromptRobust_(benchmark) "PromptRobust (benchmark)") - [BOLD](https://systems-analysis.info/eng/BOLD_(Bias_in_Open-Ended_Language_Generation_Dataset) "BOLD (Bias in Open-Ended Language Generation Dataset)") - [BBQ](https://systems-analysis.info/eng/BBQ_(Bias_Benchmark_for_Question_Answering) "BBQ (Bias Benchmark for Question Answering)") - [LMArena](https://systems-analysis.info/eng/LMArena_(Chatbot_Arena) "LMArena (Chatbot Arena)") - [Elo ranking of language models](https://systems-analysis.info/eng/Elo_ranking_of_language_models "Elo ranking of language models") ## Operations research - [Operations research](https://systems-analysis.info/eng/Operations_research "Operations research") - [History of operations research](https://systems-analysis.info/eng/History_of_operations_research "History of operations research") - [Operations research methodology](https://systems-analysis.info/eng/Operations_research_methodology "Operations research methodology") - [Operation](https://systems-analysis.info/eng/Operation_(operations_research) "Operation (operations research)") - [Optimization](https://systems-analysis.info/eng/Optimization "Optimization") - [Optimal solution](https://systems-analysis.info/eng/Optimal_solution_(optimization) "Optimal solution (optimization)") - [Feasible region](https://systems-analysis.info/eng/Feasible_region "Feasible region") - [Optimization criterion](https://systems-analysis.info/eng/Optimization_criterion "Optimization criterion") - [Objective function](https://systems-analysis.info/eng/Objective_function "Objective function") - [Constraints](https://systems-analysis.info/eng/Constraints "Constraints") - [Sensitivity analysis](https://systems-analysis.info/eng/Sensitivity_analysis "Sensitivity analysis") - [Operations research models](https://systems-analysis.info/eng/Operations_research_models "Operations research models") - [Operations research problems](https://systems-analysis.info/eng/Operations_research_problems "Operations research problems") - [Linear programming](https://systems-analysis.info/eng/Linear_programming "Linear programming") - [Nonlinear programming](https://systems-analysis.info/eng/Nonlinear_programming "Nonlinear programming") - [Integer programming](https://systems-analysis.info/eng/Integer_programming "Integer programming") - [Dynamic programming](https://systems-analysis.info/eng/Dynamic_programming "Dynamic programming") - [Stochastic programming](https://systems-analysis.info/eng/Stochastic_programming "Stochastic programming") - [Simulation modeling](https://systems-analysis.info/eng/Simulation_modeling "Simulation modeling") - [Network models](https://systems-analysis.info/eng/Network_model_(operations_research) "Network model (operations research)") - [Multi-objective optimization](https://systems-analysis.info/eng/Multi-objective_optimization "Multi-objective optimization") - [Branch and bound](https://systems-analysis.info/eng/Branch_and_bound "Branch and bound") - [PERT method](https://systems-analysis.info/eng/PERT_method "PERT method") - [Critical path method (CPM)](https://systems-analysis.info/eng/Critical_path_method_(CPM) "Critical path method (CPM)") - [Critical path](https://systems-analysis.info/eng/Critical_path_method_(CPM) "Critical path method (CPM)") - [Operations research: Literature](https://systems-analysis.info/eng/Operations_research:_Literature "Operations research: Literature") - [Operations research: Section catalog](https://systems-analysis.info/eng/Operations_research:_Section_catalog "Operations research: Section catalog") ## Decision theory - [Decision theory](https://systems-analysis.info/eng/Decision_theory "Decision theory") - [Decision-making](https://systems-analysis.info/eng/Decision-making "Decision-making") - [Decision-making problem](https://systems-analysis.info/eng/Decision-making_problem "Decision-making problem") - [Decision problem](https://systems-analysis.info/eng/Decision_problem "Decision problem") - [Problem](https://systems-analysis.info/eng/Problem "Problem") - [Uncertainty](https://systems-analysis.info/eng/Uncertainty "Uncertainty") - [Risk](https://systems-analysis.info/eng/Risk "Risk") - [Alternative](https://systems-analysis.info/eng/Alternative_(decision-making) "Alternative (decision-making)") - [Criterion](https://systems-analysis.info/eng/Criterion "Criterion") - [Evaluation of alternatives](https://systems-analysis.info/eng/Evaluation_of_alternatives "Evaluation of alternatives") - [Comparison of alternatives](https://systems-analysis.info/eng/Comparison_of_alternatives "Comparison of alternatives") - [Optimal decision](https://systems-analysis.info/eng/Optimal_decision "Optimal decision") - [Rational choice](https://systems-analysis.info/eng/Rational_choice_(decision_theory) "Rational choice (decision theory)") - [Choice](https://systems-analysis.info/eng/Choice_(decision-making) "Choice (decision-making)") - [Decision tree](https://systems-analysis.info/eng/Decision_tree "Decision tree") - [Decision-making matrix model](https://systems-analysis.info/eng/Decision-making_matrix_model "Decision-making matrix model") - [Analytic Hierarchy Process (AHP)](https://systems-analysis.info/eng/Analytic_Hierarchy_Process_(AHP) "Analytic Hierarchy Process (AHP)") - [Multi-criteria decision analysis](https://systems-analysis.info/eng/Multi-criteria_decision_analysis "Multi-criteria decision analysis") - [Fuzzy logic in decision-making](https://systems-analysis.info/eng/Fuzzy_logic_in_decision-making "Fuzzy logic in decision-making") - [Decision-making under uncertainty](https://systems-analysis.info/eng/Decision-making_under_uncertainty "Decision-making under uncertainty") - [Decision-making under risk](https://systems-analysis.info/eng/Decision-making_under_risk "Decision-making under risk") - [Scenario analysis](https://systems-analysis.info/eng/Scenario_analysis "Scenario analysis") - [Preferences](https://systems-analysis.info/eng/Preferences "Preferences") - [Cognitive bias](https://systems-analysis.info/eng/Cognitive_bias "Cognitive bias") - [Collective choice](https://systems-analysis.info/eng/Collective_choice "Collective choice") - [Voting](https://systems-analysis.info/eng/Voting_(decision-making) "Voting (decision-making)") - [Utility theory](https://systems-analysis.info/eng/Utility_theory "Utility theory") - [Decision criteria](https://systems-analysis.info/eng/Decision_criteria "Decision criteria") - [Hurwicz criterion](https://systems-analysis.info/eng/Hurwicz_criterion "Hurwicz criterion") - [Wald criterion](https://systems-analysis.info/eng/Maximin_criterion_(Wald_criterion) "Maximin criterion (Wald criterion)") - [Savage criterion](https://systems-analysis.info/eng/Minimax_regret_criterion_(Savage_criterion) "Minimax regret criterion (Savage criterion)") - [Laplace criterion](https://systems-analysis.info/eng/Laplace_criterion "Laplace criterion") - [Maximax criterion](https://systems-analysis.info/eng/Maximax_criterion "Maximax criterion") - [Hodges-Lehmann criterion](https://systems-analysis.info/eng/Hodges-Lehmann_criterion "Hodges-Lehmann criterion") - [Bayes criterion](https://systems-analysis.info/eng/Bayes_criterion "Bayes criterion") - [Bayes minimax criterion](https://systems-analysis.info/eng/Bayes_minimax_criterion "Bayes minimax criterion") - [Decision theory: Literature](https://systems-analysis.info/eng/Decision_theory:_Literature "Decision theory: Literature") - [Decision theory: Section catalog](https://systems-analysis.info/eng/Decision_theory:_Section_catalog "Decision theory: Section catalog")