Filter concepts 1,000x inference cost reduction enterprise agentic workflow deployment 10,000-agent Navier-Stokes run Inference-time compute 10-20 trace review active learning 1980s No observed connections 1M-token context window whole-codebase agentic coding 2-3 month model capability horizon empirical product development 30% engineering productivity gain Software engineer hiring freeze 30-million-line proof artifact Infinite code context 3SP method response latency / thinking time in LLM interfaces 4-bit quantization and llama.cpp Local, consumer-hardware SLM deployment $50T humanoid economy cost/weight reduction 95% autonomous support resolution Digital labor A/B testing Consumer digital twins A2A Agent discovery ab-testing No observed connections abstract reasoning chain-of-thought abstract-reasoning No observed connections abundance No observed connections Abundant code generation Engineer role ACP MCP activation steering No observed connections active-learning No observed connections active learning 10-20 trace review , data bottleneck active listening requirements elicitation in agent systems active-listening No observed connections adaptive orchestration and dynamic model routing Individual-specific coaching adoption No observed connections Adversarial hardening and distribution shift Cynicism adversarial-robustness No observed connections adversarial robustness confidence calibration adversarial robustness and chaos engineering confronting chaos Adversarial robustness training Mountain hardship Adversarial testing / red teaming Validation Contract adversarial_training No observed connections adversarial training and evaluation for agents founder resilience from early life adversarial-validation No observed connections affective labeling prompt engineering / state normalization affective-labeling No observed connections agent abstraction layer Heterogeneous hardware agent and service topology Conway's Law agent-architecture No observed connections agent architecture and governance viable system model agent architecture No observed connections Agent-as-search Context window engineering agent-authored PRs code review standards Agent autonomy Context size , End-state expression agent-autonomy No observed connections Agent autonomy spectrum Controlled/Declarative/Open-Ended rendering protocols agent-based modelling Multi-agent system evaluation agent-based-modelling No observed connections Agent capability staging Fly-to-Human AI Evolution Framework agent-client-protocol No observed connections agent-coherence No observed connections agent-context No observed connections Agent context files MCP servers and codified engineering knowledge Agent cost controls Token as currency agent No observed connections agent delegation policy entry-level substitution result Agent discovery A2A agent eval data quality and architectural simplicity bad decisions from imperfect data and overcomplication Agent evaluation Benchmark scores , Generated Manhattan world agent evaluation and benchmarking Product design is the consumer AI bottleneck agent-evaluation No observed connections agent evaluation harnesses Brier skill score against prediction markets agent evaluation strategy reductionism Agent execution risk Runtime policy enforcement agent firewall No observed connections agent frameworks and MCP extensions supply chain attacks agent-governance No observed connections agent guardrails / disengagement mechanisms CUT method agent-harness No observed connections agent harness entry points Distribution as moat agent harness No observed connections agent infrastructure AI-native SDLC agent memory knowledge graph agent-memory No observed connections agent memory and context engineering surprise-gated long-term memory Agent memory and context management Structured handoffs Agent memory and retrieval systems Infinite code context agent memory/state vector search Agent model routing and multi-model abstraction GPT-5.6 Sol/Terra/Luna tiers agent-native workflow architecture NPC company agent-native-workflows No observed connections agent observability notebooks / Runme agent orchestration No observed connections agent-orchestration No observed connections agent orchestration architecture task-level decomposition Agent orchestration budgets Near-zero token cost agent orchestration design emergence agent-psychosis No observed connections agent psychosis (metric gaming) evaluation and benchmark design Agent release engineering Iterative deployment Agent reliability engineering Self-verification agent-runners No observed connections agent runtime No observed connections Agent runtime infrastructure Proactive AI interactions agent-safety No observed connections agent scaling No observed connections agent-scheduling No observed connections Agent scheduling and timeouts Circadian rhythm agent-security No observed connections agent security No observed connections agent shell access human review / CI policies agent success metrics experiential learning agent-supervision No observed connections agent team modes multi-agent orchestration Agent-to-agent collaboration Network effects agent tool surface WebMCP agent tooling MCP server agent-tools No observed connections agent-workflows No observed connections agent workflows C++ heuristics Agentforce Data Cloud agentic AI customer adoption forward deployed engineer agentic-ai No observed connections agentic ai No observed connections agentic-benchmarks No observed connections agentic No observed connections agentic code generation ParallelKernelBench agentic-coding No observed connections agentic coding No observed connections Agentic coding monetization (CODEX revenue concentration) multi-file coding benchmarks (DeepSWE) agentic-commerce No observed connections agentic commerce No observed connections agentic compilation Kernel optimization agentic-compiler No observed connections Agentic control loops Feedback loops Agentic decision loop Chain-of-thought reasoning agentic-design No observed connections agentic engineering No observed connections agentic-engineering No observed connections Agentic evaluation security Hugging Face database incident agentic-frameworks No observed connections agentic garbage collection REPLs and subagents at L2 agentic-garbage-collection No observed connections Agentic loops Prefix caching agentic operating system vertical B2B software agentic profitability Vending-Bench agentic-rl No observed connections agentic RL post-training agentic-sdlc No observed connections Agentic SDLC AI Gateway , technical specification agentic-search No observed connections agentic software stack No observed connections agentic-systems No observed connections agentic systems No observed connections Agentic workflow costs Token scarcity Agentic workflows Everything is Code agentic-workflows No observed connections agents No observed connections AGI software engineering AGI definition Economically-oriented benchmarks AGI milestone capability evaluation agile No observed connections ai No observed connections ai-agent-security No observed connections ai-agents No observed connections ai agents No observed connections AI capital stack System abstraction boundaries ai-code-generation No observed connections ai-coworkers No observed connections ai-economics No observed connections ai engineering No observed connections AI externalization lowering coordination cost system decomposition boundaries ai-gateway No observed connections AI Gateway Agentic SDLC AI-generated PRs open-source maintainership AI-generated technical debt Vibe coding ai-generated-tests No observed connections AI-generated tests Hallucination rate and groundedness ai-governance No observed connections AI governance and safety wealth concentration risk ai governance No observed connections AI infrastructure bottleneck datacenter power and cooling AI is more artificial than intelligent human-in-the-loop design ai-native No observed connections AI-native internal tools Static SaaS AI-native SDLC agent infrastructure , Infinite code context ai-native-sdlc No observed connections AI-Native SDLC task automation CS graduate placement collapse AI-native team productivity Deployment velocity ai-native-workflow No observed connections AI personhood rejection and autonomous weapons bans autonomy-scope controls in agent runtimes AI refuseniks observability of adoption via telemetry ai_regulation No observed connections AI regulation and geopolitics Cybercab unit economics ai-safety No observed connections ai safety No observed connections ai_sdlc No observed connections AI security debt Vibe coding ai security No observed connections ai-stack-layering No observed connections AI-targeted advertising Search monetization AI task delegation policy writing as thinking vs. writing as reporting AI trust and change management executive presence ai-video No observed connections AI voice marketplace Voice identity AI welfare Model versioning and chat deletion Airflow DAGs and deterministic pipelines Natural-language business rules airflow-dags No observed connections Algebra Large language model architectures and matrix computation algebraic-abstraction No observed connections algorithmic-efficiency No observed connections alignment No observed connections Alignment scaling Compute scheduling AlphaFold-style breakthroughs evaluation functions AlphaGo/AlphaZero modern agent training ambition No observed connections Amdahl’s Law Multi-agent system scaling Analysis Compressed sensing and observability of agents Anomaly detection and early-warning signals Downward spiral Anterior midcingulate cortex Curriculum difficulty anthropic No observed connections Anthropomorphism Autonomy AP2 Mandate FIDO Verifiable Intent ap2-mandate No observed connections apache iceberg No observed connections api-first No observed connections API hyper-deflation autonomous coding economics API rate limiting and identity systems Distillation campaign api-security No observed connections apis No observed connections Application-layer funding shift Foundation-model API usage application runtime Generative user interfaces Approval token Stakes x Evidence Matrix approval-token No observed connections archetype No observed connections architectural oversight capacity bypassing foundational code writing Architectural security bounds Credential injection architecture No observed connections artificial intelligence No observed connections artificialintelligence No observed connections asceticism No observed connections assist-mode agents event-driven architecture assist-mode No observed connections asynchronous No observed connections Asynchronous task orchestration and queue-based workflows Frontier development Atomic design Declarative UI protocols atomic-design No observed connections attention budget context rot attention No observed connections attention-management No observed connections audio No observed connections Audio-first communication Human-computer interaction auditability No observed connections Aumann's Agreeing to Disagree theorem multi-agent epistemic protocols Austerity training domain randomization and minimal sims in sim-to-real transfer authorization No observed connections autoencoders No observed connections automated governance platform engineering Automated graders Convergence Automated policy enforcement Trust boundaries automated verification harness in CI cost inversion of code generation automation No observed connections Automation backlog prioritization Economic life expectancy framework autonomous No observed connections autonomous agent runtimes Granular rollback and searchable logs autonomous agents No observed connections autonomous_agents No observed connections autonomous-agents No observed connections Autonomous code generation reliability Human-guided review autonomous coding agents repository context autonomous coding economics API hyper-deflation autonomous development No observed connections autonomous-operations No observed connections Autonomous pockets High-slope individuals autonomous science No observed connections autonomous science labs closed-loop agents autonomous-sdlc No observed connections autonomous SDLC multi-agent orchestration autonomous software No observed connections Autonomous software development Formal theorem proving , Infinite code context autonomous-software-factory No observed connections Autonomous Software Factory Recursive Founder Mode autonomous teams No observed connections autonomous vehicles No observed connections autonomy-boundaries No observed connections Autonomy Anthropomorphism autonomy-scope controls in agent runtimes AI personhood rejection and autonomous weapons bans Autorater / critique Prompt rewriting aws No observed connections backtesting and scenario simulation generative time-series models backtracking No observed connections Backtracking research loop stateful agent orchestration bad decisions from imperfect data and overcomplication agent eval data quality and architectural simplicity bayes No observed connections Bayesian inference continual learning bayesian-inference No observed connections bdh No observed connections BDH architecture biological neural networks behavior_first_optimization No observed connections belief-attribution No observed connections Benchmark saturation hyperscaler race , Native computer-use assistance benchmark_saturation No observed connections benchmark-saturation No observed connections Benchmark scores Agent evaluation benchmarking No observed connections benchmarking-agents No observed connections benchmarks No observed connections Bespoke 1-to-1 harness interfaces Early web browser fragmentation Betrayal Byzantine fault tolerance in multi-agent systems better compression overparameterization biological neural networks BDH architecture boundary judgements context and permission scoping boundary-judgements No observed connections Brier skill score against prediction markets agent evaluation harnesses brier-skill-score No observed connections Broadcast strategy Publish-subscribe communication patterns Browser plugin security models MCP Apps in sandboxed iframes buddhism No observed connections business relevance semantic similarity bypassing foundational code writing architectural oversight capacity Byzantine fault tolerance in multi-agent systems Betrayal C++ heuristics agent workflows calibration No observed connections capability-driven architecture selection product superiority beats first mover capability evaluation AGI milestone capability-maturity No observed connections capacity-planning No observed connections capital-intensity No observed connections capital-intensive before infrastructure is ready premature scaling of agent infrastructure capital markets compute infrastructure career progression No observed connections case-based reasoning and memory consolidation fiction as distillation catastrophic-forgetting No observed connections catastrophic forgetting native memory causal attribution of automation to employment change CEO layoff narratives versus measured displacement centralized platform governance tiers CEO layoff narratives versus measured displacement causal attribution of automation to employment change ceremonial container safe transformation sandbox chain-of-thought abstract reasoning Chain-of-thought reasoning Agentic decision loop chaos No observed connections chaos engineering and red-team testing in AI production Confronting fear chaos-engineering No observed connections charisma No observed connections cheap software creation Jevons Paradox CI/CD runners and cloud development environments (e.g., GitHub Actions, Codespaces) Sandboxing agent sessions circadian No observed connections circadian-phase No observed connections Circadian rhythm Agent scheduling and timeouts claude 5 No observed connections Claude Code Security vertical integration of model providers into application layers Claw Patrol network proxy cli agents No observed connections Client libraries (Netflix SDK) Sidecars and Dapr closed-loop agents autonomous science labs closed-loop-environments No observed connections closed-loop environments RL scaling cloud computing No observed connections Cloud/container agent workloads Transport-agnostic JSON-RPC cloud managed agents No observed connections co-design No observed connections co-evolution No observed connections Coase theorem Privacy silos code No observed connections code-generation No observed connections code generation No observed connections code_generation No observed connections code-maintainability No observed connections code quality No observed connections code-review No observed connections code review No observed connections code review automation No observed connections code review standards agent-authored PRs code-verifiability No observed connections Code verifiability Models in boxes codebase-migration No observed connections codex No observed connections coding No observed connections coding agent harness No observed connections coding agents No observed connections coding-agents No observed connections Cold-blooded calmness uncertainty calibration and low-variance deployment colossal No observed connections commoditization No observed connections communication bottleneck overlap scheduling communication-overlap No observed connections compaction No observed connections compaction and refinement System State Stack compaction economics Prompt caching Company as a series of loops multi-agent orchestration company-culture No observed connections company culture at scale Law of Jante company culture No observed connections complexity No observed connections component-catalog No observed connections Component catalog Tool schemas and function calling compressed-memory No observed connections compressed-sensing No observed connections Compressed sensing and observability of agents Analysis compression No observed connections compute-allocation No observed connections compute No observed connections compute-cost No observed connections compute-economics No observed connections compute-efficiency breakthroughs incumbent capital moats compute-efficiency No observed connections compute infrastructure capital markets Compute marketplace Large-model post-training compute-scaling No observed connections Compute scheduling Alignment scaling compute-sovereignty No observed connections compute supply elasticity assumptions trades-labor and power constraints computer_use No observed connections Computer-use assistance Cybersecurity classification concept ablation fine-tuning emergent misalignment concept manifolds sparse autoencoders Confession and self-examination Replayable logs and postmortem analysis confidence as lagging indicator reinforcement learning exploration-exploitation confidence calibration adversarial robustness confidence No observed connections confronting chaos adversarial robustness and chaos engineering Confronting fear chaos engineering and red-team testing in AI production connections shape neocarta consciousness No observed connections Constitution-aware agent hierarchies Upward aim constraint-driven-training No observed connections consulting No observed connections consumer-ai No observed connections Consumer digital twins A/B testing Consumer-scale data capture generative media model quality consumer-surplus No observed connections container isolation prompt injection defense container isolation and scoped mounts Lethal Trifecta containers No observed connections content-addressing replay/auditability context and permission scoping boundary judgements Context budget provider limits context compaction versus multi-agent handoff as inter-task recovery restorative breaks with others context-compression No observed connections Context compression in agent pipelines Source distortion context curation expertise context degradation Long-session evals Context engineering evaluation harness , Phone presence effect , product engineering , prompt engineering context engineering and long-context reliability Infinite code context context-engineering No observed connections context-hygiene No observed connections Context isolation Solitude context_isolation No observed connections context-management No observed connections context management memory context-memory No observed connections Context/memory management Stocks and flows context-retrieval No observed connections context rot attention budget context-rot No observed connections context-selection No observed connections Context size Agent autonomy context transparency Observability context window parametric memory context-window No observed connections context window constraints No observed connections Context window engineering Agent-as-search context windows No observed connections contextual-policies No observed connections Contextual policies Stateful authorization / anomaly detection systems contingent-financing No observed connections continual learning Bayesian inference , expertise continual-learning No observed connections Continuous evaluation Work and meditation integration continuous_evaluation No observed connections continuous feedback evolutionary architecture continuous-governance No observed connections continuous-learning No observed connections continuous visual tokens (CoVT) multimodal intermediate representations contradiction surfacing domain expert workflow Contrastive rule enforcement Positive instructions with reasons Control plane and data plane separation in distributed systems Meta-harness / orchestration layer control theory No observed connections Controlled/Declarative/Open-Ended rendering protocols Agent autonomy spectrum Convergence Automated graders conversation history temporal knowledge graph Conway's Law agent and service topology conways-law No observed connections cortisol No observed connections cost-deflation No observed connections Cost deflation shared abundance cost inversion of code generation automated verification harness in CI cost/latency optimization high per-user query volume cost/weight reduction $50T humanoid economy coupling No observed connections covert channels No observed connections creative agent workflow low-latency generation Credential injection Architectural security bounds , secret management critique models No observed connections croissants No observed connections cron jobs duplicates/vanished data Cross-conversation memory Relation R (Lockean psychological continuity) cross-domain retrieval and data diversity for evaluation taste generalist synthesis across neuroscience, economics, and psychology Cross-silo tools Signal/content separation CS graduate placement collapse AI-Native SDLC task automation cuda No observed connections cuda-kernels No observed connections Curriculum difficulty Anterior midcingulate cortex curriculum-learning No observed connections curriculum learning domain-specific agent systems custom-algorithms No observed connections Custom post-training algorithms prime-RL customer-adoption No observed connections customer discovery Do things that don't scale customer-discovery No observed connections customer-driven-roadmap No observed connections Customer feedback R&D prioritization CUT method agent guardrails / disengagement mechanisms Cybercab unit economics AI regulation and geopolitics cybersecurity No observed connections Cybersecurity classification Computer-use assistance Cynicism Adversarial hardening and distribution shift dagestan No observed connections data bottleneck active learning data-center-infrastructure No observed connections Data center obligations Private equity financing data-center-power No observed connections Data center siting and workload scheduling Energy bottleneck Data Cloud Agentforce data confidentiality and cost governance local open-source models data-flywheel No observed connections data-moat No observed connections Data privacy and context architecture Edge inference data-science No observed connections data-selection No observed connections data selection / curriculum curation epiplexity databases No observed connections datacenter infrastructure No observed connections datacenter power and cooling AI infrastructure bottleneck Datacenter siting Energy and cooling constraints Datasette dashboards SQLite logs decentralized agent protocols self-organisation decentralized-control No observed connections decision-making uncertainty Decision-making as the new bottleneck Detailed feature specs and technical designs Declarative UI assembly Intent-driven UX declarative-ui No observed connections Declarative UI protocols Atomic design Decode latency Roofline model dedicated credential volumes least privilege deepmind No observed connections deepseek No observed connections define-execute-evaluate No observed connections define-execute-evaluate loop human-on-the-loop agent design Definition of done Economically bounded agents deflation No observed connections delay-tolerant and store-and-forward architectures Lunar relay shell connectivity delay-tolerant-networking No observed connections delayed-gratification No observed connections Delays Tool-action observability dense attention sparse localized interactions deployment boundary open-source weights deployment-strategy No observed connections deployment-velocity No observed connections Deployment velocity AI-native team productivity desirable-difficulties No observed connections Detailed feature specs and technical designs Decision-making as the new bottleneck deterministic system design LLM temperature developer experience No observed connections developer-experience No observed connections Developer productivity DevEx / Goldilocks developer tools No observed connections developer-tools No observed connections developer workflow No observed connections DevEx / Goldilocks Developer productivity devops No observed connections diffusion models ensemble forecasting Digital labor 95% autonomous support resolution , Human workforce rebalancing Direct nuclear power procurement orbital data centers discipline No observed connections Distillation campaign API rate limiting and identity systems distortion No observed connections Distributed serving Threads Distributed systems consistency models Serial execution for shared mutable state distribution No observed connections Distribution as moat agent harness entry points Do things that don't scale customer discovery dogfooding No observed connections domain expert workflow contradiction surfacing domain randomization and minimal sims in sim-to-real transfer Austerity training domain-specific agent systems curriculum learning dora-metrics No observed connections DORA/SPACE Platform investment decisions downstream agentic data pipelines linear interpolation/KNN imputation Downward spiral Anomaly detection and early-warning signals DSPy genetic programming and Darwin Godel Machines self-improving harness due-diligence No observed connections duplicates/vanished data cron jobs durable agent workflows transactional database durable memory and long-lived runtime persistent AI coworkers durable plan artifacts outside the context window whiteboard and sticky-note architecture durable-workflows No observed connections Dynamic workflows for codebase migration Monkey-type runtime types Dynamics Multi-agent system evaluation early alignment collapse eco-centric awareness loss early-warning No observed connections Early web browser fragmentation Bespoke 1-to-1 harness interfaces eco-centric awareness loss early alignment collapse ecological disconnection root-cause diagnostics ecology No observed connections economic-inertia No observed connections economic inertia human-in-the-loop staged autonomy Economic life expectancy framework Automation backlog prioritization Economically bounded agents Definition of done Economically-oriented benchmarks AGI definition economics No observed connections ecopsychology No observed connections Edge inference Data privacy and context architecture edge-inference No observed connections edit tool feedback LSP error injection eigenquestions problem framing elevenlabs No observed connections Embedding spaces and retrieval Non-Euclidean geometry embeddings No observed connections emergence agent orchestration design emergent-behavior No observed connections emergent misalignment concept ablation fine-tuning Emergent social structures Project Sid Emotional intelligence and taste human-in-the-loop escalation empirical-product-development No observed connections empirical product development 2-3 month model capability horizon End-state expression Agent autonomy end-state-expression No observed connections end-to-end-learning No observed connections end-to-end neural networks fleet data flywheel end-to-end ownership lifecycle management of deployed AI energy No observed connections Energy and cooling constraints Datacenter siting energy-based models No observed connections Energy bottleneck Data center siting and workload scheduling energy capacity model training architecture energy-constraints No observed connections energy-infrastructure No observed connections energy shortage No observed connections energy-shortage No observed connections Engineer role Abundant code generation ensemble forecasting diffusion models enterprise No observed connections enterprise adoption Inference latency enterprise agentic workflow deployment 1,000x inference cost reduction enterprise-ai No observed connections enterprise-ai-adoption No observed connections enterprise-architecture No observed connections enterprise architecture No observed connections enterprise compliance monetization (SSO, SCIM, RBAC) open-source developer tooling enterprise market share shift Model capability differentiation (reasoning, agentic, coding) enterprise software No observed connections entity-schema No observed connections entity schemas retrieval filtering entropy No observed connections entry-level-labor No observed connections entry-level substitution result agent delegation policy Environments Evals and post-training epiplexity data selection / curriculum curation , time-bounded minimum description length Equanimity Stable reward calibration erdos No observed connections error-recovery No observed connections Error recovery Sandboxing Error recovery protocol Physiological sigh evals No observed connections Evals and post-training Environments evaluation and benchmark design agent psychosis (metric gaming) evaluation No observed connections evaluation functions AlphaFold-style breakthroughs evaluation-functions No observed connections evaluation-gates No observed connections evaluation harness Context engineering evaluation-harness No observed connections evaluation-sandboxing No observed connections evaluation-strategy No observed connections event-driven architecture assist-mode agents event-driven No observed connections event log system memory event-sourcing No observed connections events No observed connections Everything is Code Agentic workflows evolutionary architecture continuous feedback evolutionary-architecture No observed connections execution-time-safety No observed connections executive presence AI trust and change management experiential learning agent success metrics experiential-learning No observed connections expertise context curation , continual learning , intelligence , world model exploration-vs-exploitation No observed connections extensibility self-modifying agent external security boundary Prompt injection externalized-planning No observed connections extreme programming No observed connections Extreme Programming and TDD Reversibility fable 5 No observed connections faith No observed connections Fast1@k pass@k fastapi No observed connections feature-based rewards No observed connections features as rewards scalable supervision features-vs-futures No observed connections Features vs. futures curve Real options theory in finance Feedback loops Agentic control loops feedback-loops No observed connections fiction as distillation case-based reasoning and memory consolidation fido No observed connections FIDO Verifiable Intent AP2 Mandate FIDO verifiable intents OAuth scopes finance workflows No observed connections finance-workflows No observed connections first-principles No observed connections first principles No observed connections First-principles product research Non-consensus market opportunities first-principles thinking vertical integration of bottlenecks fleet data flywheel end-to-end neural networks fleet-learning No observed connections Fly-to-Human AI Evolution Framework Agent capability staging football No observed connections forecasting-evals No observed connections Formal theorem proving Autonomous software development formal_verification No observed connections formal verification in agent toolchains Formalization of foundational theorems formalization No observed connections Formalization of foundational theorems formal verification in agent toolchains forward deployed engineer agentic AI customer adoption forward-deployed-engineering No observed connections Foundation-model API usage Application-layer funding shift foundation models relational query engines founder-evaluation No observed connections founder-mode No observed connections founder resilience from early life adversarial training and evaluation for agents founders No observed connections four drivers of self-doubt multi-factor agent evaluation frontier No observed connections Frontier development Asynchronous task orchestration and queue-based workflows frontier-development No observed connections Frontier labs and open competitors Government model vetting Frontier-model capability doubling Strategy over panic frontier model iteration full-stack compute frontier models No observed connections frontier-models No observed connections full-stack-ai No observed connections full-stack compute frontier model iteration full-text search hierarchical URIs function-calling No observed connections function calling No observed connections Function-calling benchmarks (BFCL) SLM model selection Fundamental attribution error LLM failure debugging fundraising GPU capacity Garbage collection days High-volume agent PRs gdp-b No observed connections gemini 3 No observed connections gemini No observed connections generalist synthesis across neuroscience, economics, and psychology cross-domain retrieval and data diversity for evaluation taste generalization No observed connections generalization guarantees via compression soft inductive bias Generated Manhattan world Agent evaluation generative ai No observed connections generative audio No observed connections generative-ensembles No observed connections generative-media No observed connections generative media No observed connections generative media model quality Consumer-scale data capture generative time-series models backtesting and scenario simulation generative-ui No observed connections Generative user interfaces application runtime generative-ux No observed connections genomics No observed connections geometry No observed connections geopolitics No observed connections Global system prompts Prompt engineering and system design glymphatic No observed connections Glymphatic clearance Offline memory compaction Going solid Technical debt / architectural entropy going-solid No observed connections golden-bricks No observed connections governance No observed connections governance tiers centralized platform Government model vetting Frontier labs and open competitors Government release gating Open-source AI development gpt-5.5 No observed connections GPT-5.6 Sol/Terra/Luna tiers Agent model routing and multi-model abstraction GPU and token costs Inference-aware architecture GPU capacity fundraising GPU memory equation KV cache gpus No observed connections GQA/MLA KV cache size Granular rollback and searchable logs autonomous agent runtimes graph abstraction unnecessary complexity graph-data-science No observed connections graph-databases No observed connections graph databases relational model grappling No observed connections groundedness No observed connections grounding No observed connections Grounding via data stores Hallucination prevention guardrail_architecture No observed connections guardrails No observed connections hackbots security operations hallucination vector database Hallucination prevention Grounding via data stores Hallucination rate and groundedness AI-generated tests handoffs system complexity hardware-abstractions No observed connections hardware interconnect diversity portable kernel design hardware portability and vendor lock-in sparse MoE plus muon acceleration hardware-software co-design neural control capabilities harness No observed connections harness design No observed connections harness engineering No observed connections harness with external memory von Neumann architecture HCL rules infrastructure as code herdr No observed connections hermit No observed connections Heterogeneous hardware agent abstraction layer heterogeneous-silicon No observed connections Hexagonal architecture Platform APIs hexagonal-architecture No observed connections hierarchical-goals No observed connections hierarchical-objectives No observed connections hierarchical planning subgoal decomposition hierarchical reinforcement learning and hierarchical task planning nested hierarchy of values hierarchical URIs full-text search High-level sparring pool population-based self-play and league training high per-user query volume cost/latency optimization High-slope individuals Autonomous pockets High-volume agent PRs Garbage collection days hub-and-spoke No observed connections Hub-and-spoke coordinator LangGraph workflow patterns Hub-and-spoke workers MCP Hugging Face database incident Agentic evaluation security human-agent-collaboration No observed connections Human-agent delegation patterns The genie metaphor human-agent planning workflows problem structuring methods human-attention-bottleneck No observed connections Human-computer interaction Audio-first communication human evaluation at scale reward hacking and bias detection human-evaluation No observed connections Human-guided review Autonomous code generation reliability human-in-the-loop agent design Humans find the hill, agents climb it human-in-the-loop design AI is more artificial than intelligent human-in-the-loop escalation Emotional intelligence and taste human-in-the-loop No observed connections Human-in-the-loop machine learning operations Risk scoring plus escalation Human-in-the-loop safety UX Permission requests in ACP human-in-the-loop staged autonomy economic inertia Human-in-the-loop supervision Mission Control human-on-the-loop agent design define-execute-evaluate loop human review and approval workflow rowing vs. steering human review / CI policies agent shell access Human time scarcity Task stack-ranking Human workforce rebalancing Digital labor humanoid No observed connections humanoid robotics No observed connections humanoid-robotics No observed connections Humanoid robots in human-shaped environments Tool-use and actuator interfaces Humans find the hill, agents climb it human-in-the-loop agent design hybrid human-AI workflows man-plus-computer chess hybrid-search No observed connections hyperscaler-capex No observed connections hyperscaler race Benchmark saturation imagen No observed connections Implementation cost Trust imposter syndrome No observed connections imposter-syndrome No observed connections incremental agent deployment smallest scope incumbent capital moats compute-efficiency breakthroughs Individual-specific coaching adaptive orchestration and dynamic model routing inductive-bias No observed connections inference No observed connections Inference-aware architecture GPU and token costs inference-cost No observed connections inference cost and capacity planning Jevons Paradox in AI tokens inference-economics No observed connections Inference latency enterprise adoption inference-optimization No observed connections inference-pricing No observed connections Inference-time compute 10,000-agent Navier-Stokes run Infinite code context 30-million-line proof artifact , Agent memory and retrieval systems , AI-native SDLC , Autonomous software development , context engineering and long-context reliability infinite-context No observed connections infrastructure No observed connections infrastructure as code HCL rules infrastructure-timing No observed connections infrastructure-vs-apps No observed connections innovation No observed connections integration work post-surprise consolidation intelligence expertise Intent-driven UX Declarative UI assembly intent-driven-ux No observed connections Intentional stance / interpretive schemes Quasi-beliefs/quasi-desires internal-developer-platforms No observed connections interoperability No observed connections interpretability modularity investing No observed connections iterative-delivery No observed connections iterative-deployment No observed connections Iterative deployment Agent release engineering , online feedback loop jepa No observed connections JEPA / representation-space prediction world models jevons No observed connections Jevons Paradox cheap software creation jevons-paradox No observed connections Jevons Paradox in AI tokens inference cost and capacity planning joint embedding training SIGReg json-rpc No observed connections kernel No observed connections Kernel optimization agentic compilation kernel safety typed events kernel-synthesis No observed connections khabib No observed connections knowledge graph agent memory , semantic layer knowledge-graph No observed connections knowledge-work-delegation No observed connections knowledge work No observed connections KV cache GPU memory equation kv-cache No observed connections KV cache size GQA/MLA labor market No observed connections labs No observed connections labs-rhythm No observed connections lakehouse No observed connections langchain No observed connections langgraph No observed connections LangGraph workflow patterns Hub-and-spoke coordinator language-as-lossy-compression multimodal conditioning language models No observed connections Large language model architectures and matrix computation Algebra large language models No observed connections Large-model post-training Compute marketplace large-scale No observed connections late-entrant-advantage No observed connections latency No observed connections Law of Jante company culture at scale least privilege dedicated credential volumes legacy No observed connections legal-ai No observed connections legal AI LLM workflows Leiden community detection themes shape Lethal Trifecta container isolation and scoped mounts Letting go of attachments Unlearning / forgetting lifecycle management of deployed AI end-to-end ownership linear interpolation/KNN imputation downstream agentic data pipelines Linter rules and tests Non-functional requirements linux No observed connections llama.cpp No observed connections LLM assumptions and context Mental models LLM-based code generation ParallelKittens llm-code-generation No observed connections llm-costs No observed connections LLM failure debugging Fundamental attribution error LLM-generated content pipelines Machine distortion llm-individuation No observed connections llm-inference No observed connections llm-joins No observed connections LLM loss aversion bias red-teaming and governance llm-ops No observed connections LLM self-doubt semantic entropy LLM self-reporting workflow observability llm-serving No observed connections llm summarization No observed connections llm-temperature No observed connections LLM temperature deterministic system design llm-workflows No observed connections LLM workflows legal AI llms No observed connections Local, consumer-hardware SLM deployment 4-bit quantization and llama.cpp local hardware No observed connections Local linters, mock services, unit tests, and security tests Self-validation mechanisms local-llms No observed connections Local maxima and plateaus reinforcement learning and hill-climbing optimization local open-source models data confidentiality and cost governance long-horizon agents No observed connections Long-horizon autonomy Prompt decomposition vs. complete specifications long_horizon_autonomy No observed connections Long-running agents Prompt caching Long-session evals context degradation long-term-memory No observed connections long-term memory No observed connections longevity No observed connections loops No observed connections lossy multimodal context text-only agent memory low-latency generation creative agent workflow LSP error injection edit tool feedback Lunar relay shell connectivity delay-tolerant and store-and-forward architectures Machine distortion LLM-generated content pipelines malleable computing No observed connections man-plus-computer chess hybrid human-AI workflows Managed agent harness MCP (Model Context Protocol) managed agents No observed connections management No observed connections mandates No observed connections manifold steering No observed connections manifolds No observed connections markdown skill files MCP servers mathematics No observed connections MCP ACP , Hub-and-spoke workers MCP Apps in sandboxed iframes Browser plugin security models MCP/JSON-RPC tool integrations Prompt injection MCP (Model Context Protocol) Managed agent harness MCP server agent tooling mcp-server No observed connections MCP servers markdown skill files MCP servers and codified engineering knowledge Agent context files mdl No observed connections meaning No observed connections mechanistic interpretability No observed connections meditation No observed connections memento mori No observed connections memory-bandwidth No observed connections memory context management memory-compaction No observed connections memory-hierarchy No observed connections memory store Smart truncation Mental models LLM assumptions and context mental-models No observed connections merge approval SWE-bench meta-harness No observed connections Meta-harness / orchestration layer Control plane and data plane separation in distributed systems metaphysics No observed connections micro-worlds monolithic model microservices skills mindset No observed connections minimal tool surface Terminal Bench minimalism No observed connections Mission Control Human-in-the-loop supervision MITM proxy observability and audit mma No observed connections moats No observed connections model-abstraction No observed connections Model abstraction layer Rapid capability evolution model-agnostic No observed connections model-bias No observed connections Model capability differentiation (reasoning, agentic, coding) enterprise market share shift model-capability-horizon No observed connections model-competition No observed connections model-context-protocol No observed connections Model context window Repository modularity model-dependency No observed connections model-distillation No observed connections model-evals No observed connections model-governance No observed connections model-ops No observed connections model predictive control planning with a world model Model-provider abstraction Open-source AI model release cadence No observed connections model-routing No observed connections model-selection No observed connections model training architecture energy capacity Model versioning and chat deletion AI welfare Models in boxes Code verifiability modern agent training AlphaGo/AlphaZero modularity interpretability moe No observed connections Monkey-type runtime types Dynamic workflows for codebase migration monolithic model micro-worlds moral-status No observed connections moravecs-paradox No observed connections Mountain hardship Adversarial robustness training mountains No observed connections multi-agent No observed connections multi-agent-architecture No observed connections multi-agent epistemic protocols Aumann's Agreeing to Disagree theorem multi-agent-governance No observed connections multi-agent governance unilateral safetyism multi-agent infrastructure Tailscale/WireGuard multi-agent-integrity No observed connections multi-agent orchestration agent team modes , autonomous SDLC , Company as a series of loops multi-agent-orchestration No observed connections Multi-agent system evaluation agent-based modelling , Dynamics Multi-agent system scaling Amdahl’s Law multi-agent-systems No observed connections multi-agent systems No observed connections multi-factor agent evaluation four drivers of self-doubt multi-file coding benchmarks (DeepSWE) Agentic coding monetization (CODEX revenue concentration) multi-gpu No observed connections multi-hyperscaler investment commitments serving-stack portability and capacity planning multi-layer-disclosure No observed connections multi-tenant-serving No observed connections multigpu No observed connections multimodal No observed connections multimodal conditioning language-as-lossy-compression multimodal intermediate representations continuous visual tokens (CoVT) multimodal-models No observed connections multimodal-reasoning No observed connections Native computer-use assistance Benchmark saturation native-memory No observed connections native memory catastrophic forgetting Natural-language business rules Airflow DAGs and deterministic pipelines navierstokes No observed connections Near-zero token cost Agent orchestration budgets neo4j No observed connections neocarta connections shape nested hierarchy of values hierarchical reinforcement learning and hierarchical task planning Network effects Agent-to-agent collaboration network-effects No observed connections network proxy Claw Patrol neural control capabilities hardware-software co-design neural-controllers No observed connections neural geometry steerability neural-networks No observed connections neuralnets No observed connections neuroplasticity No observed connections neuroscience No observed connections non-consensus-bets No observed connections Non-consensus market opportunities First-principles product research non-euclidean-embeddings No observed connections Non-Euclidean geometry Embedding spaces and retrieval Non-functional requirements Linter rules and tests nonfiction No observed connections nonlinear-compounding-failure No observed connections nostalgia No observed connections notebooks / Runme agent observability NPC company agent-native workflow architecture nuclear energy No observed connections nvlink No observed connections oauth No observed connections OAuth scopes FIDO verifiable intents Observability context transparency , Signal layer framework , Trust observability and audit MITM proxy Observability and policy enforcement for external/uncooperative systems Runner hook injection observability of adoption via telemetry AI refuseniks Offline memory compaction Glymphatic clearance offline-processing No observed connections offloading retrieval-augmented generation (RAG) omarchy No observed connections omnigent No observed connections online feedback loop Iterative deployment ontologies No observed connections ooda-loop No observed connections open source No observed connections open-source No observed connections Open-source AI Model-provider abstraction open-source-ai No observed connections Open-source AI development Government release gating open-source developer tooling enterprise compliance monetization (SSO, SCIM, RBAC) open-source maintainership AI-generated PRs open-source-models No observed connections Open-source models proprietary models open-source weights deployment boundary openai No observed connections OpenClaw and MoltBook security failures Prompt injection opensource No observed connections Operating system virtual memory PagedAttention optimization No observed connections optionality No observed connections opus 4.6 No observed connections opus 5 No observed connections orbital data centers Direct nuclear power procurement orchestration No observed connections outer loop workflows and MCP servers overlap scheduling communication bottleneck overparameterization better compression PagedAttention Operating system virtual memory palantir No observed connections ParallelKernelBench agentic code generation ParallelKittens LLM-based code generation parametric memory context window pass@k Fast1@k passive observation / developmental psychology self-supervised representation learning pentagon No observed connections Pentagon safeguard demand reliability thresholds for high-consequence autonomy permission-requests No observed connections Permission requests in ACP Human-in-the-loop safety UX persevere-pivot No observed connections Persevere-pivot cadence Portfolio management under uncertainty persistent-agents No observed connections persistent AI coworkers durable memory and long-lived runtime persistent-state No observed connections Persona prompting Simulation validity personal identity No observed connections personal-identity No observed connections Phone presence effect Context engineering physical-ai No observed connections Physiological sigh Error recovery protocol plan-then-execute No observed connections planner/executor splits in agent architectures structural blueprint before drafting planning No observed connections planning with a world model model predictive control Platform APIs Hexagonal architecture platform engineering automated governance platform-engineering No observed connections Platform investment decisions DORA/SPACE policy-enforcement No observed connections policy resistance No observed connections population-based self-play and league training High-level sparring pool portable kernel design hardware interconnect diversity Portfolio management under uncertainty Persevere-pivot cadence positive feedback runaway cascade protection Positive instructions with reasons Contrastive rule enforcement post-surprise consolidation integration work post-training agentic RL postmortem No observed connections power law tail-centric evaluation , tail-risk engineering power-law No observed connections power-laws No observed connections Prefix caching Agentic loops prefix-caching No observed connections premature scaling of agent infrastructure capital-intensive before infrastructure is ready Preparedness Framework recursive self-improvement pressure No observed connections prime-RL Custom post-training algorithms , Verifiers library privacy No observed connections Privacy silos Coase theorem private-equity-ai No observed connections Private equity financing Data center obligations Private-market wealth concentration Public AI transparency private-markets No observed connections proactive-agents No observed connections Proactive AI interactions Agent runtime infrastructure probabilistic-decision-making No observed connections Probability Statistical evaluation of stochastic agents problem-formulation No observed connections problem framing eigenquestions problem-structuring No observed connections problem structuring methods human-agent planning workflows product-design No observed connections Product design is the consumer AI bottleneck agent evaluation and benchmarking product development No observed connections product-engineering No observed connections product engineering Context engineering product management No observed connections product-management No observed connections Product-management bottleneck User feedback loops product smell verification affordances product-smell No observed connections product superiority beats first mover capability-driven architecture selection production security No observed connections productivity No observed connections productivity-measurement No observed connections progressive disclosure token usage Project Sid Emergent social structures Prompt caching compaction economics , Long-running agents prompt-caching No observed connections Prompt decomposition vs. complete specifications Long-horizon autonomy prompt-engineering No observed connections Prompt engineering and system design Global system prompts prompt engineering Context engineering prompt engineering / state normalization affective labeling Prompt injection external security boundary , MCP/JSON-RPC tool integrations , OpenClaw and MoltBook security failures prompt-injection No observed connections prompt injection defense container isolation Prompt rewriting Autorater / critique prompting No observed connections proposal stress test staged rollout and pre-registration gates before expensive commitment proprietary models Open-source models protocol No observed connections Protocol governance Underscore-prefixed extension methods protocol parsing SQL-aware gating provenance No observed connections provider limits Context budget proxy No observed connections psychedelics No observed connections public agent benchmarks schema rot Public AI transparency Private-market wealth concentration Public wiki as message board Sandbox containment Publish-subscribe communication patterns Broadcast strategy python No observed connections quantization No observed connections quantum computing No observed connections Quasi-beliefs/quasi-desires Intentional stance / interpretive schemes R&D prioritization Customer feedback rag No observed connections Rapid capability evolution Model abstraction layer Real options theory in finance Features vs. futures curve reasoning No observed connections reasoning-models No observed connections Recursive Founder Mode Autonomous Software Factory recursive-self-improvement No observed connections recursive self-improvement Preparedness Framework , spec-test-run agent loop red-teaming No observed connections red-teaming and governance LLM loss aversion bias reductionism agent evaluation strategy regulation No observed connections regulatory-ai No observed connections reinforcement learning No observed connections reinforcement learning and hill-climbing optimization Local maxima and plateaus reinforcement-learning No observed connections reinforcement learning exploration-exploitation confidence as lagging indicator Relation R (Lockean psychological continuity) Cross-conversation memory relational No observed connections relational-databases No observed connections relational model graph databases relational query engines foundation models relational query guarantees text-to-text joins release-gating No observed connections reliability No observed connections reliability thresholds for high-consequence autonomy Pentagon safeguard demand Reliable enterprise AI Unified platform rewrite replay/auditability content-addressing Replayable logs and postmortem analysis Confession and self-examination REPLs and subagents at L2 agentic garbage collection repository context autonomous coding agents Repository modularity Model context window representation learning No observed connections Representation testing Safety filters requirements-elicitation No observed connections requirements elicitation in agent systems active listening research No observed connections research-agents No observed connections research-product-loop No observed connections resilience No observed connections response-latency No observed connections response latency / thinking time in LLM interfaces 3SP method responsibility No observed connections restorative breaks with others context compaction versus multi-agent handoff as inter-task recovery retrieval No observed connections retrieval-augmented generation (RAG) offloading retrieval filtering entity schemas retrieval ranking and context selection structure of value revenue No observed connections Reversibility Extreme Programming and TDD reward-hacking No observed connections reward hacking and bias detection human evaluation at scale rippling No observed connections risk-scoring No observed connections Risk scoring plus escalation Human-in-the-loop machine learning operations RL scaling closed-loop environments robotaxi No observed connections robotaxi_economics No observed connections robotics No observed connections robotics-hardware No observed connections robotics race vertical manufacturing integration rollback No observed connections roofline No observed connections Roofline model Decode latency root-cause No observed connections root-cause diagnostics ecological disconnection routine No observed connections rowing vs. steering human review and approval workflow rowing-vs-steering No observed connections runaway cascade protection positive feedback Runner hook injection Observability and policy enforcement for external/uncooperative systems runtime No observed connections Runtime policy enforcement Agent execution risk rust No observed connections sacrifice No observed connections safe transformation sandbox ceremonial container safety No observed connections Safety filters Representation testing salesforce No observed connections Sandbox containment Public wiki as message board Sandboxing Error recovery Sandboxing agent sessions CI/CD runners and cloud development environments (e.g., GitHub Actions, Codespaces) scaffolding No observed connections scalable supervision features as rewards scaling No observed connections schema-rot No observed connections schema rot public agent benchmarks sdlc-automation No observed connections search No observed connections Search monetization AI-targeted advertising search-monetization No observed connections secret management Credential injection security No observed connections security operations hackbots self-correction No observed connections self-doubt No observed connections self-improvement No observed connections self-improving-agents No observed connections self-improving harness DSPy genetic programming and Darwin Godel Machines self-modifying No observed connections self-modifying agent extensibility self-modifying agents No observed connections self-organisation decentralized agent protocols self-play No observed connections self_sufficiency No observed connections self-supervised learning No observed connections self-supervised representation learning passive observation / developmental psychology self-validation No observed connections Self-validation mechanisms Local linters, mock services, unit tests, and security tests Self-verification Agent reliability engineering semantic-entropy No observed connections semantic entropy LLM self-doubt semantic layer knowledge graph semantic-layer No observed connections semantic-search No observed connections semantic similarity business relevance semiconductor-supply-chain No observed connections semiconductors No observed connections sequence direction sequential coding limits sequential coding limits sequence direction serial-execution No observed connections Serial execution for shared mutable state Distributed systems consistency models serverless No observed connections serving-engines No observed connections serving-stack portability and capacity planning multi-hyperscaler investment commitments session-memory No observed connections shared abundance Cost deflation Shared failure diagnostics YC peer networks Shared Vault transaction logs shift-testing-left No observed connections shipping-gap No observed connections sidecar-pattern No observed connections Sidecars and Dapr Client libraries (Netflix SDK) Signal/content separation Cross-silo tools signal No observed connections signal-layer No observed connections Signal layer framework Observability SIGReg joint embedding training silos No observed connections simulation No observed connections simulation fidelity No observed connections Simulation validity Persona prompting simulations No observed connections singularity No observed connections skill-files No observed connections skills microservices skills governance No observed connections SLM model selection Function-calling benchmarks (BFCL) small language models No observed connections small-language-models No observed connections smallest scope incremental agent deployment Smart truncation memory store soft-inductive-bias No observed connections soft inductive bias generalization guarantees via compression software architecture No observed connections software design No observed connections software-development No observed connections software development No observed connections Software engineer hiring freeze 30% engineering productivity gain software engineering AGI software-engineering No observed connections solaris No observed connections Solitude Context isolation solopreneurship No observed connections soulcraft No observed connections Source distortion Context compression in agent pipelines space stations No observed connections spacex No observed connections sparse autoencoders concept manifolds sparse localized interactions dense attention sparse MoE plus muon acceleration hardware portability and vendor lock-in sparsity No observed connections spec-driven-development No observed connections spec-test-run agent loop recursive self-improvement SQL-aware gating protocol parsing SQLite logs Datasette dashboards Stable reward calibration Equanimity staged rollout and pre-registration gates before expensive commitment proposal stress test stakes-evidence-matrix No observed connections Stakes x Evidence Matrix Approval token startup No observed connections startup growth No observed connections startup-scaling No observed connections startups No observed connections state-domain architecture three worlds model state-domains No observed connections stateful agent orchestration Backtracking research loop stateful-agents No observed connections Stateful authorization / anomaly detection systems Contextual policies Static SaaS AI-native internal tools Statistical evaluation of stochastic agents Probability steerability neural geometry Stocks and flows Context/memory management Strategy over panic Frontier-model capability doubling structural blueprint before drafting planner/executor splits in agent architectures structure No observed connections structure of value retrieval ranking and context selection Structured handoffs Agent memory and context management structured-output No observed connections structured-outputs No observed connections Sub-agents trace stack subgoal decomposition hierarchical planning superintelligence No observed connections supply-chain-attacks No observed connections supply chain attacks agent frameworks and MCP extensions support automation No observed connections surprise-gated long-term memory agent memory and context engineering SWE-bench merge approval synthetic data No observed connections synthetic-data No observed connections synthetic humans No observed connections System abstraction boundaries AI capital stack system complexity handoffs system decomposition boundaries AI externalization lowering coordination cost system dynamics No observed connections system memory event log system prompts No observed connections System State Stack compaction and refinement systems thinking No observed connections systems-thinking No observed connections tail-centric evaluation power law tail-risk engineering power law tailscale No observed connections Tailscale/WireGuard multi-agent infrastructure task-automation No observed connections task-automation-triage No observed connections task-delegation No observed connections task-level-automation No observed connections task-level decomposition agent orchestration architecture task-queues No observed connections Task stack-ranking Human time scarcity team ownership boundaries value streams technical debt ungoverned skills Technical debt / architectural entropy Going solid technical-debt No observed connections technical specification Agentic SDLC technology-trajectory No observed connections temporal discounting and commitment devices work as covenant with tomorrow temporal-graph No observed connections temporal knowledge graph conversation history Terminal Bench minimal tool surface Tesla Terafab vertical integration TSMC 3nm concentration test-driven development No observed connections text-only agent memory lossy multimodal context text-to-speech No observed connections text-to-sql No observed connections text-to-text joins relational query guarantees The genie metaphor Human-agent delegation patterns themes shape Leiden community detection theorem proving No observed connections theorem-proving No observed connections thread-identity No observed connections Threads Distributed serving three worlds model state-domain architecture throughput-budget No observed connections time-bounded minimum description length epiplexity tipping point No observed connections tipping-points No observed connections Token as currency Agent cost controls token-economics No observed connections token economics No observed connections token-efficiency No observed connections Token scarcity Agentic workflow costs token usage progressive disclosure tokenization No observed connections Tool-action observability Delays Tool schemas and function calling Component catalog Tool-use and actuator interfaces Humanoid robots in human-shaped environments trace-review No observed connections trace stack Sub-agents trades-labor and power constraints compute supply elasticity assumptions training No observed connections transaction logs Shared Vault transactional database durable agent workflows transactional-state No observed connections transformative-containers No observed connections transformers No observed connections transport-agnostic No observed connections Transport-agnostic JSON-RPC Cloud/container agent workloads Trust boundaries Automated policy enforcement trust-boundaries No observed connections Trust Implementation cost , Observability trust-mechanics No observed connections trust-safety No observed connections TSMC 3nm concentration Tesla Terafab vertical integration typed-events No observed connections typed events kernel safety ufc No observed connections uncertainty decision-making uncertainty calibration and low-variance deployment Cold-blooded calmness Underscore-prefixed extension methods Protocol governance ungoverned skills technical debt Unified platform rewrite Reliable enterprise AI unilateral safetyism multi-agent governance unlearning No observed connections Unlearning / forgetting Letting go of attachments unnecessary complexity graph abstraction Upward aim Constitution-aware agent hierarchies User feedback loops Product-management bottleneck vagus No observed connections validation No observed connections Validation Contract Adversarial testing / red teaming valuation No observed connections value-alignment No observed connections value-capture No observed connections value-streams No observed connections value streams team ownership boundaries vatican No observed connections vector database hallucination vector-database No observed connections vector search agent memory/state vector-search No observed connections Vending-Bench agentic profitability venture capital No observed connections vercel No observed connections verifiable-intent No observed connections verification No observed connections verification affordances product smell Verifiers No observed connections Verifiers library prime-RL vertical B2B software agentic operating system vertical integration of bottlenecks first-principles thinking vertical integration of model providers into application layers Claude Code Security vertical manufacturing integration robotics race vertical-saas No observed connections viable system model agent architecture and governance viable-system-model No observed connections Vibe coding AI security debt , AI-generated technical debt vibe-coding No observed connections video foundation model world models and robotics video-generation No observed connections video-models No observed connections video models No observed connections vigilance No observed connections vllm No observed connections voice cloning No observed connections Voice identity AI voice marketplace von-neumann-architecture No observed connections von Neumann architecture harness with external memory wealth concentration risk AI governance and safety WebMCP agent tool surface whiteboard and sticky-note architecture durable plan artifacts outside the context window whole-codebase agentic coding 1M-token context window Work and meditation integration Continuous evaluation work as covenant with tomorrow temporal discounting and commitment devices workflow observability LLM self-reporting workflows No observed connections workflows and MCP servers outer loop world model expertise world-model No observed connections world models JEPA / representation-space prediction world-models No observed connections world models and robotics video foundation model wrestling No observed connections writing-as-thinking No observed connections writing as thinking vs. writing as reporting AI task delegation policy y combinator No observed connections YC peer networks Shared failure diagnostics ycombinator No observed connections zen No observed connections zero-trust No observed connections Reading the graph Each edge groups directional connection records by endpoint pair. Self-links remain in video detail pages but are not drawn as SVG edges. Keyboard focus and hover highlight adjacent nodes without changing the underlying links.