{ "schemaVersion": "2.0", "meta": { "title": "Graphs Are Awesome · Reviewed graph-deck adaptation", "author": "Yohei Nakajima", "event": "GraphCon", "date": "July 25, 2026", "asOf": "2026-07-24", "repository": "https://github.com/yoheinakajima/prezograph", "source": "Adapted from the supplied graph-deck JSON; raw HTML assets removed" }, "theme": { "colors": { "background": "#FCFBF7", "surface": "#ffffff", "ink": "#1D1F23", "muted": "#62666F", "light": "#9BA0A8", "hair": "#E7E3D9", "indigo": "#574ce3", "green": "#47751f", "tan": "#80551d" } }, "entities": { "t_hub": { "title": "Graphs are awesome", "sub": "because relationships are where the meaning lives" }, "t_speaker": { "title": "Yohei Nakajima" }, "t_conf": { "title": "GraphCon · Jul 25 2026" }, "n_invest": { "title": "invest" }, "n_build": { "title": "build" }, "n_untapped": { "title": "Untapped Capital", "sub": "pre-seed fund", "tip": "Pre-seed venture fund backing unexpected founders — FalkorDB is in the portfolio." }, "n_agentfund": { "title": "Agent Fund", "sub": "agents backing agents", "tip": "Backing agent-native startups — Mem0 is in the portfolio." }, "y_babyagi": { "title": "BabyAGI", "sub": "Mar 2023", "body": "a task list that runs itself", "tip": "The autonomous agent that started the task-loop wave — a task queue the agent creates, prioritizes, and executes. The tasks form a graph." }, "y_insta": { "title": "InstaGraph", "sub": "Sep 2023", "body": "text → instant knowledge graph", "tip": "Paste text or a URL, get a knowledge graph. The moment converting anything into nodes and edges felt one-click." }, "y_mind": { "title": "MindGraph", "sub": "Mar 2024", "body": "graph-native memory starter kit", "tip": "Open-source starter kit for graph-as-memory — an API-first proto-CRM where the graph is the database." }, "y_pretty": { "title": "PrettyGraph", "sub": "2024", "body": "text → pretty graphs", "tip": "A small experiment in making text-to-graph output beautiful. Same data, better drawing — order from chaos." }, "y_b2": { "title": "BabyAGI 2", "sub": "Sep 2024", "body": "functionz — a self-building function graph", "tip": "Rebuilt around a function registry: functions, their dependencies, and triggers stored as a graph the agent extends — the functiongraph." }, "y_active": { "title": "ActiveGraph", "sub": "2025 – 26", "body": "event + context graphs for agents", "tip": "Current work: event-sourced context graphs — the living state layer this talk keeps circling back to." }, "oc_data": { "title": "same data", "sub": "seven nodes · seven edges" }, "oc_order": { "title": "Order", "sub": "drawn as a graph — the topology is visible" }, "oc_chaos": { "title": "Chaos", "sub": "stored as tables — the topology is hidden" }, "ev_hub": { "title": "Everything is a graph" }, "ev_social": { "title": "Social", "sub": "people · trust · influence", "body": "(alice)-[:follows]->(bob)" }, "ev_business": { "title": "Business", "sub": "companies · deals · funds", "body": "(fund)-[:invested]->(acme)" }, "ev_objects": { "title": "Objects", "sub": "parts · dependencies", "body": "(wheel)-[:part_of]->(car)" }, "ev_places": { "title": "Places", "sub": "locations · routes", "body": "(nrt)-[:flight]->(sea)" }, "ev_beliefs": { "title": "Beliefs", "sub": "claims · evidence · revision", "body": "(claim)-[:based_on]->(src)" }, "i_alice": { "title": "alice" }, "i_bob": { "title": "bob" }, "i_fund": { "title": "a fund" }, "i_acme": { "title": "acme" }, "i_car": { "title": "car" }, "i_wheel": { "title": "wheel" }, "i_nrt": { "title": "nrt" }, "i_sea": { "title": "sea" }, "i_claim": { "title": "a claim" }, "i_src": { "title": "the source" }, "re_edges": { "title": "Edges", "sub": "easy to reason about", "body": "uses · paid_by · mentions · owns · limits" }, "re_rows": { "title": "Rows", "sub": "easy to inspect, one by one", "body": "customer · invoice · ticket · team · policy" }, "tl_hub": { "title": "Agents got graph-shaped", "sub": "in public · 2022 – 2025" }, "tl_react": { "title": "ReAct", "sub": "Oct 2022", "body": "interleave reasoning + acting — the base loop" }, "tl_baby": { "title": "BabyAGI / AutoGPT / ToT", "sub": "Mar – May 2023", "body": "task queues + reasoning trees" }, "tl_fc": { "title": "Function calling", "sub": "Jun 2023", "body": "structured tool edges from the model" }, "tl_ag": { "title": "AutoGen / Assistants API", "sub": "Sep – Nov 2023", "body": "agent teams + threads as state" }, "tl_lg": { "title": "LangGraph", "sub": "Jan 2024", "body": "explicit nodes, edges, cycles, checkpoints" }, "tl_gr": { "title": "Microsoft GraphRAG", "sub": "Jul 2024", "body": "retrieval over an entity graph + community summaries" }, "tl_mcp": { "title": "MCP", "sub": "Nov 2024", "body": "open standard — tools + resources as a context graph" }, "tl_op": { "title": "Operator", "sub": "Jan 23 2025", "body": "Browser-acting research preview; later integrated into ChatGPT agent.", "source": "https://openai.com/index/introducing-operator/", "sourceDate": "2026-07-24" }, "inv_g_old": { "title": "graph-first" }, "inv_ont_old": { "title": "ontology", "sub": "the prerequisite", "body": "classes, relations, constraints — designed before use" }, "inv_ing": { "title": "ingestion & schema", "sub": "built before anyone benefits" }, "inv_use_old": { "title": "usage", "sub": "finally — if anyone still trusts it" }, "inv_decay": { "title": "trust decays", "sub": "no correction loop · stale facts" }, "inv_g_new": { "title": "agent-first" }, "inv_use_new": { "title": "usage", "sub": "agent workflows run day one" }, "inv_prop": { "title": "proposals", "sub": "LLM extracts nodes + edges from traces" }, "inv_val": { "title": "validators", "sub": "humans + rules approve or reject" }, "inv_ont_new": { "title": "ontology", "sub": "the runtime contract", "body": "hardened where correctness matters" }, "st_before": { "title": "the old job", "sub": "finish the ontology", "body": "model every fact before anyone benefits", "tip": "Graph-first: months of modeling before the first user query. Ends in trust decay — see the inversion." }, "st_after": { "title": "the new job", "sub": "keep living state trustworthy", "body": "harden what agents actually use", "tip": "Agent-first: the workflow runs from day one and the job becomes tending the graph it generates." }, "st_hub": { "title": "agent state", "sub": "memory · context · action" }, "st_id": { "title": "identity", "sub": "who is who?" }, "st_perm": { "title": "permissions", "sub": "who can see or act?" }, "st_time": { "title": "temporal truth", "sub": "what was true when?" }, "st_prov": { "title": "provenance", "sub": "why believe this?" }, "st_corr": { "title": "correction loop", "sub": "how does it improve?" }, "mk_hub": { "title": "The graph market", "sub": "six segments · one stack", "tip": "The picks-and-shovels layer forming around living graphs — hover any segment or company for what it does and how it is doing." }, "seg_db": { "title": "Graph databases", "sub": "store the world graph", "tip": "Databases purpose-built to store and traverse nodes and edges — the persistence layer for world graphs. Nine companies, from a ~$581M leader to fresh seeds." }, "seg_build": { "title": "KG construction", "sub": "documents → nodes + edges", "tip": "Turn unstructured stuff — documents, web pages, audio — into nodes and edges. The 'proposals' step of the agent-first loop, as an industry." }, "seg_mem": { "title": "Agent memory", "sub": "temporal state for agents", "tip": "Memory layers for agents built on temporal knowledge graphs — the living agent state this talk keeps pointing at. Already consolidating: Cognee wound down in 2026." }, "seg_kg": { "title": "Semantic KG platforms", "sub": "the schema-first lineage", "tip": "The graph-first tradition: RDF, ontologies, semantic layers — now selling provenance and governance to GenAI buyers." }, "seg_er": { "title": "Entity resolution", "sub": "who is who, at scale", "tip": "Deduplicating people and companies across messy records — the 'identity' question as a product." }, "seg_viz": { "title": "Graph viz & investigation", "sub": "seeing the topology", "tip": "Drawing the graph so humans can see the topology — investigation UIs and rendering SDKs. 'Order', productized." }, "co_neo4j": { "title": "Neo4j", "tip": "Graph database and analytics company; it announced more than $200M in ARR in November 2024.", "source": "https://neo4j.com/press-releases/neo4j-revenue-milestone-2024/", "sourceDate": "2026-07-24" }, "co_tigergraph": { "title": "TigerGraph", "tip": "Native MPP graph database for real-time multi-hop analytics at petabyte scale. JPMC, Mastercard, Amex." }, "co_memgraph": { "title": "Memgraph", "tip": "In-memory, Cypher-compatible, streaming-first — the popular drop-in Neo4j alternative for agent workloads. M12-backed." }, "co_arangodb": { "title": "ArangoDB", "tip": "Multi-model: graph + vector + document + search in one engine; AutoGraph KG construction coming. ~$47M raised." }, "co_hypermodedgrap": { "title": "Dgraph", "tip": "Open-source graph database stewarded by Istari Digital since October 2025.", "source": "https://discuss.dgraph.io/t/dgraph-welcome-to-istari/20021", "sourceDate": "2026-07-24" }, "co_falkordb": { "title": "FalkorDB", "tip": "Ultra-low-latency RedisGraph successor (sparse-matrix based), purpose-built for GraphRAG. Tel Aviv seed." }, "co_nebulagraph": { "title": "NebulaGraph", "tip": "Distributed open-source graph DB with trillion-edge deployments — dominant in Chinese internet cos. ~$40M+." }, "co_ultipa": { "title": "Ultipa", "tip": "HTAP graph DB claiming 10+ hop real-time traversal; FSI risk and fraud focus. $21M Series A." }, "co_puppygraph": { "title": "PuppyGraph", "tip": "Zero-ETL graph query engine over Iceberg / Delta / Snowflake — query the lakehouse as a graph without moving it. Coinbase, eBay. $5M seed." }, "co_diffbot": { "title": "Diffbot", "tip": "Crawls the whole web into a 10B-entity, 1T-fact knowledge graph, sold as APIs. Tencent-backed; famously capital-efficient." }, "co_lettria": { "title": "Lettria", "tip": "No-code NLP that turns complex documents into auditable knowledge graphs; GraphRAG for regulated industries. Paris." }, "co_graphlit": { "title": "Graphlit", "tip": "Historical landscape entry only. Active product operations are winding down, new signups are closed, and customer offboarding is underway.", "source": "https://www.graphlit.com/legal/sunset", "sourceDate": "2026-07-24" }, "co_whyhowai": { "title": "WhyHow.AI", "tip": "SDK for small, schema-controlled knowledge graphs — determinism for RAG and agent pipelines." }, "co_mem0": { "title": "Mem0", "tip": "The company announced $24M across Seed and Series A and selection as the AWS Agent SDK memory provider.", "source": "https://mem0.ai/series-a", "sourceDate": "2026-07-24" }, "co_stardog": { "title": "Stardog", "tip": "Enterprise KG that virtualizes data without moving it; Voicebox markets 'hallucination-free' semantic parsing. NASA, Morgan Stanley." }, "co_graphwiseontot": { "title": "Graphwise", "tip": "The combined company formed by Ontotext and Semantic Web Company; GraphDB and PoolParty remain product lineages.", "source": "https://graphwise.ai/blog/graphwise-merger-swc-ontotext/", "sourceDate": "2026-07-24" }, "co_franzallegrogr": { "title": "Franz (AllegroGraph)", "tip": "RDF + OWL reasoning + vectors for neuro-symbolic AI since 1984. Founder-owned; gov, pharma, intel." }, "co_eccenca": { "title": "eccenca", "tip": "Corporate Memory — governed semantic data fabrics on W3C standards. Siemens, Bosch, Airbus, Bayer." }, "co_metaphacts": { "title": "metaphacts", "tip": "Acquired by Digital Science on January 23, 2023; metaphactory remains its semantic platform.", "source": "https://metaphacts.com/metaphacts-joins-the-digital-science-technology-group-following-acquisition", "sourceDate": "2026-07-24" }, "co_timbrai": { "title": "Timbr.ai", "tip": "SQL-native semantic layer that turns existing warehouses into virtual knowledge graphs — ontologies in plain SQL." }, "co_relationalai": { "title": "RelationalAI", "tip": "Relational knowledge graphs as a Snowflake-native coprocessor — rules, reasoning, and graph analytics over enterprise data." }, "co_quantexa": { "title": "Quantexa", "tip": "Decision-intelligence platform using entity resolution and graph analytics.", "source": "https://www.quantexa.com/", "sourceDate": "2026-07-24" }, "co_senzing": { "title": "Senzing", "tip": "Jeff Jonas's entity-resolution engine, embedded in customer infra, validated to ~100B records; OEM'd by IBM and Esri." }, "co_tilores": { "title": "Tilores", "tip": "Serverless real-time entity-resolution API; IdentityRAG grounds LLMs in resolved customer data. Berlin." }, "co_linkurious": { "title": "Linkurious", "tip": "Graph investigation and visualization product acquired by Nuix.", "source": "https://www.nuix.com/news/completion-linkurious-acquisition-and-updated-full-year-acv-guidance-range", "sourceDate": "2026-07-24" }, "co_cambridgeintel": { "title": "Cambridge Intelligence", "tip": "KeyLines / ReGraph JavaScript SDKs for graph visualization in mission-critical intel and security apps. Bootstrapped, profitable." }, "co_graphistry": { "title": "Graphistry", "tip": "GPU-accelerated graph visualization — a million nodes in-browser; Louie.ai adds GenAI-native investigation. In-Q-Tel, NVIDIA." }, "ex_hub": { "title": "Pick your graph", "sub": "idea → build it → beat SOTA" }, "ex_reason": { "title": "Reasoning / plans", "sub": "branches, search, dependencies", "tip": "Branch, score, and select across reasoning trees, plans, and dependency DAGs." }, "ex_world": { "title": "World / UI", "sub": "agents map the interface", "tip": "State-transition and affordance graphs describe screens, actions, and changing environments." }, "ex_know": { "title": "Knowledge / memory", "sub": "retrieval becomes durable context", "tip": "The core idea: memory is an event-sourced knowledge graph — facts carry provenance and time." }, "ex_teams": { "title": "Agent teams", "sub": "workers, roles, handoffs", "tip": "Roles, messages, delegation, review, escalation, and handoffs form a collaboration graph." }, "ex_tools": { "title": "Tools / skills", "sub": "skills + code as dependency graphs", "tip": "Typed registries connect skills, dependencies, capabilities, inputs, outputs, and permissions." }, "ex_traces": { "title": "Traces / evals", "sub": "logs that look like a graph", "tip": "The core idea: an agent run is a graph you can replay, fork, and diff." }, "b_reason": { "title": "branch → score → select planner", "sub": "build this" }, "b_world": { "title": "affordance graph of one site", "sub": "build this" }, "b_know": { "title": "temporal KG of your inbox", "sub": "build this" }, "b_teams": { "title": "handoff graph for 3 agents", "sub": "build this" }, "b_tools": { "title": "typed registry + permissions", "sub": "build this" }, "b_traces": { "title": "replayable trace of one agent", "sub": "build this" }, "s_reason": { "title": "verifier-guided search", "sub": "beat SOTA here" }, "s_world": { "title": "cross-app state abstraction", "sub": "beat SOTA here" }, "s_know": { "title": "identity + time benchmarks", "sub": "beat SOTA here" }, "s_teams": { "title": "learned team topologies", "sub": "beat SOTA here" }, "s_tools": { "title": "skill discovery + safety invariants", "sub": "beat SOTA here" }, "s_traces": { "title": "replay / fork / diff loops", "sub": "beat SOTA here" }, "t_zep": { "title": "Zep / Graphiti", "sub": "temporal memory graphs", "tip": "Agent memory built on Graphiti, an open-source temporal knowledge-graph engine." }, "t_lsmith": { "title": "LangSmith / Phoenix", "sub": "trace observability", "tip": "Trace tooling — the raw material for treating runs as replayable graphs." }, "lp_agent": { "title": "agent loop" }, "lp_comm": { "title": "community loop" }, "lp_dev": { "title": "developer loop" }, "lp_obs": { "title": "observe" }, "lp_rsn": { "title": "reason" }, "lp_act": { "title": "act" }, "lp_trc": { "title": "traces" }, "lp_pat": { "title": "patterns" }, "lp_std": { "title": "standards" }, "lp_ins": { "title": "instrument" }, "lp_cmp": { "title": "compare" }, "lp_shr": { "title": "share" }, "yg_you": { "title": "you" }, "yg_graphs": { "title": "graphs" }, "co_cognee": { "title": "Cognee", "tip": "Active open-source memory platform for AI agents; Cognee 1.0 launched June 26, 2026.", "source": "https://www.cognee.ai/blog/cognee-news/cognee-1-0-announcement", "sourceDate": "2026-07-24" }, "tl_responses": { "title": "Responses API + Agents SDK", "sub": "Mar 11 2025", "body": "A separate platform milestone for tool use, orchestration, tracing, and agent applications.", "source": "https://openai.com/index/new-tools-for-building-agents/", "sourceDate": "2026-07-24" }, "tl_a2a": { "title": "Agent2Agent (A2A)", "sub": "Apr 9 2025", "body": "An open protocol for interoperable communication between agents.", "source": "https://developers.googleblog.com/en/a2a-a-new-era-of-agent-interoperability/", "sourceDate": "2026-07-24" } }, "scenes": [ { "id": "title", "title": "Graphs are awesome", "caption": "because relationships are where the meaning lives — I invest in graphs, and I build graphs (press next)", "anchor": [ 1689, 1238 ], "instances": [ { "id": "t_hub", "entity": "t_hub", "pos": [ 1, -1 ], "kind": "hub mega ink", "w": 300 }, { "id": "t_speaker", "entity": "t_speaker", "pos": [ -327, 191 ], "kind": "tiny indigo", "w": 150 }, { "id": "t_conf", "entity": "t_conf", "pos": [ 259, 163 ], "kind": "tiny ink", "w": 175 }, { "id": "n_invest", "entity": "n_invest", "pos": [ -620, 300 ], "kind": "tiny indigo", "w": 88 }, { "id": "n_build", "entity": "n_build", "pos": [ 30, 330 ], "kind": "tiny indigo", "w": 80 }, { "id": "n_untapped", "entity": "n_untapped", "pos": [ -920, 440 ], "kind": "ink", "w": 175 }, { "id": "n_agentfund", "entity": "n_agentfund", "pos": [ -560, 500 ], "kind": "ink", "w": 165 }, { "id": "y_babyagi", "entity": "y_babyagi", "pos": [ -51, 488 ], "kind": "ink", "w": 165 }, { "id": "y_insta", "entity": "y_insta", "pos": [ -344, 640 ], "kind": "ink", "w": 180 }, { "id": "y_mind", "entity": "y_mind", "pos": [ -20, 700 ], "kind": "ink", "w": 185 }, { "id": "y_pretty", "entity": "y_pretty", "pos": [ 250, 640 ], "kind": "ink", "w": 160 }, { "id": "y_b2", "entity": "y_b2", "pos": [ 403, 485 ], "kind": "ink", "w": 195 }, { "id": "y_active", "entity": "y_active", "pos": [ 650, 650 ], "kind": "ink", "w": 190 }, { "id": "title_co_falkordb", "entity": "co_falkordb", "pos": [ -760, 585 ], "kind": "tiny ink", "w": 90 }, { "id": "title_co_mem0", "entity": "co_mem0", "pos": [ -400, 645 ], "kind": "tiny green", "w": 88 } ], "edges": [ { "id": "title_edge_1", "from": "t_hub", "to": "t_speaker", "label": ":presented_by" }, { "id": "title_edge_2", "from": "t_hub", "to": "t_conf", "label": ":at" }, { "id": "title_edge_3", "from": "t_speaker", "to": "n_invest", "label": ":does" }, { "id": "title_edge_4", "from": "t_speaker", "to": "n_build", "label": ":does" }, { "id": "title_edge_5", "from": "n_invest", "to": "n_untapped", "label": ":runs" }, { "id": "title_edge_6", "from": "n_invest", "to": "n_agentfund", "label": ":runs" }, { "id": "title_edge_7", "from": "n_untapped", "to": "title_co_falkordb", "label": ":backed" }, { "id": "title_edge_8", "from": "n_agentfund", "to": "title_co_mem0", "label": ":backed" }, { "id": "title_edge_9", "from": "n_build", "to": "y_babyagi", "label": ":shipped" }, { "id": "title_edge_10", "from": "y_babyagi", "to": "y_insta", "label": ":then" }, { "id": "title_edge_11", "from": "y_babyagi", "to": "y_mind", "label": ":then" }, { "id": "title_edge_12", "from": "y_babyagi", "to": "y_pretty", "label": ":then" }, { "id": "title_edge_13", "from": "y_babyagi", "to": "y_b2", "label": ":rebuilt_as" }, { "id": "title_edge_14", "from": "y_b2", "to": "y_active", "label": ":then" } ], "beats": [ { "id": "cue_1", "label": "Opening view", "show": [ "t_hub", "t_speaker", "t_conf" ], "focus": [ "t_hub", "t_speaker", "t_conf" ], "revealOrder": [ "t_hub", "t_speaker", "t_conf" ] }, { "id": "cue_2", "label": "Reveal 1", "show": [ "t_hub", "t_speaker", "t_conf", "n_invest" ], "focus": [ "t_hub", "t_speaker", "t_conf", "n_invest" ], "revealOrder": [ "n_invest" ] }, { "id": "cue_3", "label": "Reveal 2", "show": [ "t_hub", "t_speaker", "t_conf", "n_invest", "n_build" ], "focus": [ "t_hub", "t_speaker", "t_conf", "n_invest", "n_build" ], "revealOrder": [ "n_build" ] }, { "id": "cue_4", "label": "Reveal 3", "show": [ "t_hub", "t_speaker", "t_conf", "n_invest", "n_build", "n_untapped", "n_agentfund", "title_co_falkordb", "title_co_mem0" ], "focus": [ "t_hub", "t_speaker", "t_conf", "n_invest", "n_build", "n_untapped", "n_agentfund", "title_co_falkordb", "title_co_mem0" ], "revealOrder": [ "n_untapped", "n_agentfund", "title_co_falkordb", "title_co_mem0" ] }, { "id": "cue_5", "label": "Reveal 4", "show": [ "t_hub", "t_speaker", "t_conf", "n_invest", "n_build", "n_untapped", "n_agentfund", "y_babyagi", "y_insta", "y_mind", "y_pretty", "y_b2", "y_active", "title_co_falkordb", "title_co_mem0" ], "focus": [ "t_hub", "t_speaker", "t_conf", "n_invest", "n_build", "n_untapped", "n_agentfund", "y_babyagi", "y_insta", "y_mind", "y_pretty", "y_b2", "y_active", "title_co_falkordb", "title_co_mem0" ], "revealOrder": [ "y_babyagi", "y_insta", "y_mind", "y_pretty", "y_b2", "y_active" ] } ], "layout": { "fitMargin": 190, "zoomMax": 1, "noCard": true, "minReadableScale": 0.36 } }, { "id": "order-chaos", "title": "Order vs chaos", "caption": "the same seven nodes and seven edges — drawn, the structure is obvious; listed, it is invisible", "anchor": [ 1577, 869 ], "instances": [ { "id": "oc_data", "entity": "oc_data", "pos": [ -12, -160 ], "kind": "ink", "w": 165 }, { "id": "oc_order", "entity": "oc_order", "pos": [ -230, 79 ], "kind": "img green", "w": 260, "visual": "network7" }, { "id": "oc_chaos", "entity": "oc_chaos", "pos": [ 213, 70 ], "kind": "img tan", "w": 245, "visual": "table7" } ], "edges": [ { "id": "order-chaos_edge_1", "from": "oc_data", "to": "oc_order", "label": ":drawn_as" }, { "id": "order-chaos_edge_2", "from": "oc_data", "to": "oc_chaos", "label": ":stored_as" } ], "beats": [ { "id": "cue_1", "label": "Opening view", "show": [ "oc_data", "oc_order", "oc_chaos" ], "focus": [ "oc_data", "oc_order", "oc_chaos" ], "revealOrder": [ "oc_data", "oc_order", "oc_chaos" ] } ], "layout": { "minReadableScale": 0.36 } }, { "id": "everything", "title": "Everything is a graph", "caption": "press next: ten real things, five domains, one interwoven graph", "anchor": [ 2128, 811 ], "instances": [ { "id": "ev_hub", "entity": "ev_hub", "pos": [ -38, 184 ], "kind": "hub indigo", "w": 230 }, { "id": "ev_social", "entity": "ev_social", "pos": [ -463, -145 ], "kind": "indigo", "w": 190 }, { "id": "ev_business", "entity": "ev_business", "pos": [ -245, -210 ], "kind": "indigo", "w": 195 }, { "id": "ev_objects", "entity": "ev_objects", "pos": [ -5, -230 ], "kind": "indigo", "w": 190 }, { "id": "ev_places", "entity": "ev_places", "pos": [ 235, -190 ], "kind": "indigo", "w": 180 }, { "id": "ev_beliefs", "entity": "ev_beliefs", "pos": [ 509, -62 ], "kind": "indigo", "w": 200 }, { "id": "i_alice", "entity": "i_alice", "pos": [ -600, 430 ], "kind": "tiny ink", "w": 76 }, { "id": "i_bob", "entity": "i_bob", "pos": [ -367, 556 ], "kind": "tiny ink", "w": 70 }, { "id": "i_fund", "entity": "i_fund", "pos": [ -361, 330 ], "kind": "tiny ink", "w": 86 }, { "id": "i_acme", "entity": "i_acme", "pos": [ -70, 450 ], "kind": "tiny ink", "w": 80 }, { "id": "i_car", "entity": "i_car", "pos": [ 196, 572 ], "kind": "tiny ink", "w": 66 }, { "id": "i_wheel", "entity": "i_wheel", "pos": [ 440, 450 ], "kind": "tiny ink", "w": 82 }, { "id": "i_nrt", "entity": "i_nrt", "pos": [ 456, 627 ], "kind": "tiny ink", "w": 64 }, { "id": "i_sea", "entity": "i_sea", "pos": [ 180, 330 ], "kind": "tiny ink", "w": 66 }, { "id": "i_claim", "entity": "i_claim", "pos": [ -622, 627 ], "kind": "tiny ink", "w": 90 }, { "id": "i_src", "entity": "i_src", "pos": [ -110, 717 ], "kind": "tiny ink", "w": 110 } ], "edges": [ { "id": "everything_edge_1", "from": "ev_hub", "to": "ev_social" }, { "id": "everything_edge_2", "from": "ev_hub", "to": "ev_business" }, { "id": "everything_edge_3", "from": "ev_hub", "to": "ev_objects" }, { "id": "everything_edge_4", "from": "ev_hub", "to": "ev_places" }, { "id": "everything_edge_5", "from": "ev_hub", "to": "ev_beliefs" }, { "id": "everything_edge_6", "from": "ev_business", "to": "ev_social", "label": ":founders_are_people" }, { "id": "everything_edge_7", "from": "ev_business", "to": "ev_places", "label": ":hq_at" }, { "id": "everything_edge_8", "from": "ev_beliefs", "to": "ev_social", "label": ":held_by" }, { "id": "everything_edge_9", "from": "ev_social", "to": "i_alice", "label": ":e_g" }, { "id": "everything_edge_10", "from": "ev_business", "to": "i_fund", "label": ":e_g" }, { "id": "everything_edge_11", "from": "ev_beliefs", "to": "i_claim", "label": ":e_g" }, { "id": "everything_edge_12", "from": "i_alice", "to": "i_bob", "label": ":follows" }, { "id": "everything_edge_13", "from": "i_fund", "to": "i_acme", "label": ":invested" }, { "id": "everything_edge_14", "from": "i_bob", "to": "i_acme", "label": ":works_at" }, { "id": "everything_edge_15", "from": "i_acme", "to": "i_sea", "label": ":hq_at" }, { "id": "everything_edge_16", "from": "i_acme", "to": "i_car", "label": ":makes" }, { "id": "everything_edge_17", "from": "i_wheel", "to": "i_car", "label": ":part_of" }, { "id": "everything_edge_18", "from": "i_car", "to": "i_nrt", "label": ":parked_at" }, { "id": "everything_edge_19", "from": "i_alice", "to": "i_nrt", "label": ":flew_to" }, { "id": "everything_edge_20", "from": "i_claim", "to": "i_alice", "label": ":held_by" }, { "id": "everything_edge_21", "from": "i_claim", "to": "i_src", "label": ":based_on" }, { "id": "everything_edge_22", "from": "i_bob", "to": "i_src", "label": ":wrote" }, { "id": "everything_nrt_sea", "from": "i_nrt", "to": "i_sea", "label": ":flight" } ], "beats": [ { "id": "cue_1", "label": "Opening view", "show": [ "ev_hub", "ev_social", "ev_business", "ev_objects", "ev_places", "ev_beliefs" ], "focus": [ "ev_hub", "ev_social", "ev_business", "ev_objects", "ev_places", "ev_beliefs" ], "revealOrder": [ "ev_hub", "ev_social", "ev_business", "ev_objects", "ev_places", "ev_beliefs" ] }, { "id": "cue_2", "label": "Reveal 1", "show": [ "ev_hub", "ev_social", "ev_business", "ev_objects", "ev_places", "ev_beliefs", "i_alice", "i_bob", "i_fund", "i_acme", "i_car", "i_wheel", "i_nrt", "i_sea", "i_claim", "i_src" ], "focus": [ "ev_hub", "ev_social", "ev_business", "ev_objects", "ev_places", "ev_beliefs", "i_alice", "i_bob", "i_fund", "i_acme", "i_car", "i_wheel", "i_nrt", "i_sea", "i_claim", "i_src" ], "revealOrder": [ "i_alice", "i_bob", "i_fund", "i_acme", "i_car", "i_wheel", "i_nrt", "i_sea", "i_claim", "i_src" ] } ], "layout": { "minReadableScale": 0.36 } }, { "id": "rows-edges", "title": "Rows and edges", "caption": "same node, two views — Rows are the Chaos tables, Edges are the Order drawing", "anchor": [ 1577, 955 ], "instances": [ { "id": "re_edges", "entity": "re_edges", "pos": [ -295, 106 ], "kind": "green", "w": 195 }, { "id": "re_rows", "entity": "re_rows", "pos": [ 316, 59 ], "kind": "tan", "w": 200 }, { "id": "rows-edges_oc_data", "entity": "oc_data", "pos": [ 0, -250 ], "kind": "ink", "w": 165 }, { "id": "rows-edges_oc_order", "entity": "oc_order", "pos": [ -330, -60 ], "kind": "img green", "w": 260, "visual": "network7" }, { "id": "rows-edges_oc_chaos", "entity": "oc_chaos", "pos": [ 330, -60 ], "kind": "img tan", "w": 245, "visual": "table7" } ], "edges": [ { "id": "rows-edges_edge_1", "from": "rows-edges_oc_data", "to": "re_edges", "label": ":as_edges" }, { "id": "rows-edges_edge_2", "from": "rows-edges_oc_data", "to": "re_rows", "label": ":as_rows" } ], "beats": [ { "id": "cue_1", "label": "Opening view", "show": [ "re_edges", "re_rows", "rows-edges_oc_data", "rows-edges_oc_order", "rows-edges_oc_chaos" ], "focus": [ "re_edges", "re_rows", "rows-edges_oc_data", "rows-edges_oc_order", "rows-edges_oc_chaos" ], "revealOrder": [ "re_edges", "re_rows", "rows-edges_oc_data", "rows-edges_oc_order", "rows-edges_oc_chaos" ] } ], "layout": { "minReadableScale": 0.36 } }, { "id": "timeline", "title": "Agents got graph-shaped in public", "caption": "Reasoning, interoperability, and durable state converged in parallel", "anchor": [ 2004, 1436 ], "instances": [ { "id": "tl_hub", "entity": "tl_hub", "pos": [ -820, -420 ], "kind": "hub ink", "w": 215 }, { "id": "tl_react", "entity": "tl_react", "pos": [ -600, -180 ], "kind": "ink", "w": 165 }, { "id": "tl_baby", "entity": "tl_baby", "pos": [ -200, -180 ], "kind": "ink", "w": 205 }, { "id": "tl_fc", "entity": "tl_fc", "pos": [ -600, 40 ], "kind": "ink", "w": 165 }, { "id": "tl_ag", "entity": "tl_ag", "pos": [ -600, 260 ], "kind": "ink", "w": 190 }, { "id": "tl_lg", "entity": "tl_lg", "pos": [ 200, -180 ], "kind": "ink", "w": 175 }, { "id": "tl_gr", "entity": "tl_gr", "pos": [ -200, 260 ], "kind": "ink", "w": 190 }, { "id": "tl_mcp", "entity": "tl_mcp", "pos": [ -200, 40 ], "kind": "ink", "w": 180 }, { "id": "tl_op", "entity": "tl_op", "pos": [ 200, 260 ], "kind": "ink", "w": 195 }, { "id": "tl_responses", "entity": "tl_responses", "pos": [ 200, 40 ], "kind": "indigo", "w": 230 }, { "id": "tl_a2a", "entity": "tl_a2a", "pos": [ 600, 40 ], "kind": "indigo", "w": 210 } ], "edges": [ { "id": "timeline_reason_1", "from": "tl_react", "to": "tl_baby", "label": ":develops" }, { "id": "timeline_reason_2", "from": "tl_baby", "to": "tl_lg", "label": ":develops" }, { "id": "timeline_tools_1", "from": "tl_fc", "to": "tl_mcp", "label": ":opens" }, { "id": "timeline_tools_2", "from": "tl_mcp", "to": "tl_responses", "label": ":converges" }, { "id": "timeline_tools_3", "from": "tl_responses", "to": "tl_a2a", "label": ":interoperates" }, { "id": "timeline_state_1", "from": "tl_ag", "to": "tl_gr", "label": ":adds_state" }, { "id": "timeline_state_2", "from": "tl_gr", "to": "tl_op", "label": ":acts_in_world" }, { "id": "timeline_cross_1", "from": "tl_lg", "to": "tl_responses", "label": ":converges", "kind": "cross" }, { "id": "timeline_cross_2", "from": "tl_mcp", "to": "tl_op", "label": ":enables", "kind": "cross" } ], "beats": [ { "id": "reasoning", "label": "Reasoning and orchestration", "show": [ "tl_hub", "tl_react", "tl_baby", "tl_lg" ], "focus": [ "tl_hub", "tl_react", "tl_baby", "tl_lg" ], "revealOrder": [ "tl_hub", "tl_react", "tl_baby", "tl_lg" ] }, { "id": "interoperability", "label": "Tools and interoperability", "show": [ "tl_hub", "tl_react", "tl_baby", "tl_lg", "tl_fc", "tl_mcp", "tl_responses", "tl_a2a" ], "focus": [ "tl_hub", "tl_react", "tl_baby", "tl_lg", "tl_fc", "tl_mcp", "tl_responses", "tl_a2a" ], "revealOrder": [ "tl_fc", "tl_mcp", "tl_responses", "tl_a2a" ] }, { "id": "state", "label": "State, knowledge, and environment", "show": [ "tl_hub", "tl_react", "tl_baby", "tl_lg", "tl_fc", "tl_mcp", "tl_responses", "tl_a2a", "tl_ag", "tl_gr", "tl_op" ], "focus": [ "tl_hub", "tl_react", "tl_baby", "tl_lg", "tl_fc", "tl_mcp", "tl_responses", "tl_a2a", "tl_ag", "tl_gr", "tl_op" ], "revealOrder": [ "tl_ag", "tl_gr", "tl_op" ] } ], "layout": { "fitMargin": 120, "minReadableScale": 0.36 } }, { "id": "inversion", "title": "The inversion", "caption": "the ontology doesn’t disappear — it moves from the front of a dead-end pipeline into the loop itself", "anchor": [ 3084, 901 ], "instances": [ { "id": "inv_g_old", "entity": "inv_g_old", "pos": [ -490, -370 ], "kind": "ghost tan", "w": 140 }, { "id": "inv_ont_old", "entity": "inv_ont_old", "pos": [ -524, -238 ], "kind": "tan", "w": 190 }, { "id": "inv_ing", "entity": "inv_ing", "pos": [ -491, 10 ], "kind": "tan", "w": 185 }, { "id": "inv_use_old", "entity": "inv_use_old", "pos": [ -519, 211 ], "kind": "tan", "w": 180 }, { "id": "inv_decay", "entity": "inv_decay", "pos": [ -208, 349 ], "kind": "tan", "w": 180 }, { "id": "inv_g_new", "entity": "inv_g_new", "pos": [ 300, -370 ], "kind": "ghost green", "w": 140 }, { "id": "inv_use_new", "entity": "inv_use_new", "pos": [ 300, -200 ], "kind": "green", "w": 180 }, { "id": "inv_prop", "entity": "inv_prop", "pos": [ 555, -15 ], "kind": "green", "w": 185 }, { "id": "inv_val", "entity": "inv_val", "pos": [ 278, 167 ], "kind": "green", "w": 180 }, { "id": "inv_ont_new", "entity": "inv_ont_new", "pos": [ 45, -15 ], "kind": "indigo", "w": 185 } ], "edges": [ { "id": "inversion_edge_1", "from": "inv_ont_old", "to": "inv_ing", "label": ":then", "kind": "chain" }, { "id": "inversion_edge_2", "from": "inv_ing", "to": "inv_use_old", "label": ":then", "kind": "chain" }, { "id": "inversion_edge_3", "from": "inv_use_old", "to": "inv_decay", "label": ":dead_end", "kind": "chain" }, { "id": "inversion_edge_4", "from": "inv_use_new", "to": "inv_prop", "kind": "cycle", "curve": -40 }, { "id": "inversion_edge_5", "from": "inv_prop", "to": "inv_val", "kind": "cycle", "curve": -40 }, { "id": "inversion_edge_6", "from": "inv_val", "to": "inv_ont_new", "kind": "cycle", "curve": -40 }, { "id": "inversion_edge_7", "from": "inv_ont_new", "to": "inv_use_new", "label": ":next_run", "kind": "cycle", "curve": -40 }, { "id": "inversion_edge_8", "from": "inv_ont_old", "to": "inv_ont_new", "label": ":moves", "kind": "moves" } ], "beats": [ { "id": "cue_1", "label": "Opening view", "show": [ "inv_g_old", "inv_ont_old", "inv_ing", "inv_use_old", "inv_decay", "inv_g_new", "inv_use_new", "inv_prop", "inv_val", "inv_ont_new" ], "focus": [ "inv_g_old", "inv_ont_old", "inv_ing", "inv_use_old", "inv_decay", "inv_g_new", "inv_use_new", "inv_prop", "inv_val", "inv_ont_new" ], "revealOrder": [ "inv_g_old", "inv_ont_old", "inv_ing", "inv_use_old", "inv_decay", "inv_g_new", "inv_use_new", "inv_prop", "inv_val", "inv_ont_new" ] } ], "layout": { "minReadableScale": 0.36 } }, { "id": "job", "title": "The job, before and after", "caption": "press next: the old job becomes a new one — then meet the state it tends, and its five questions", "anchor": [ 2589, 1058 ], "instances": [ { "id": "st_before", "entity": "st_before", "pos": [ -455, -182 ], "kind": "tan", "w": 215 }, { "id": "st_after", "entity": "st_after", "pos": [ 121, -170 ], "kind": "green", "w": 220 }, { "id": "st_hub", "entity": "st_hub", "pos": [ 82, 164 ], "kind": "circle hub indigo", "w": 200 }, { "id": "st_id", "entity": "st_id", "pos": [ -330, 285 ], "kind": "indigo", "w": 145 }, { "id": "st_perm", "entity": "st_perm", "pos": [ -90, 410 ], "kind": "indigo", "w": 165 }, { "id": "st_time", "entity": "st_time", "pos": [ 165, 451 ], "kind": "indigo", "w": 170 }, { "id": "st_prov", "entity": "st_prov", "pos": [ 432, 415 ], "kind": "indigo", "w": 160 }, { "id": "st_corr", "entity": "st_corr", "pos": [ 586, 274 ], "kind": "indigo", "w": 170 } ], "edges": [ { "id": "job_edge_1", "from": "st_before", "to": "st_after", "label": ":becomes", "kind": "moves" }, { "id": "job_edge_2", "from": "st_after", "to": "st_hub", "label": ":tends" }, { "id": "job_edge_3", "from": "st_hub", "to": "st_id" }, { "id": "job_edge_4", "from": "st_hub", "to": "st_perm" }, { "id": "job_edge_5", "from": "st_hub", "to": "st_time" }, { "id": "job_edge_6", "from": "st_hub", "to": "st_prov" }, { "id": "job_edge_7", "from": "st_hub", "to": "st_corr" } ], "beats": [ { "id": "cue_1", "label": "Opening view", "show": [ "st_before" ], "focus": [ "st_before" ], "revealOrder": [ "st_before" ] }, { "id": "cue_2", "label": "Reveal 1", "show": [ "st_before", "st_after" ], "focus": [ "st_before", "st_after" ], "revealOrder": [ "st_after" ] }, { "id": "cue_3", "label": "Reveal 2", "show": [ "st_before", "st_after", "st_hub", "st_id", "st_perm", "st_time", "st_prov", "st_corr" ], "focus": [ "st_before", "st_after", "st_hub", "st_id", "st_perm", "st_time", "st_prov", "st_corr" ], "revealOrder": [ "st_hub", "st_id", "st_perm", "st_time", "st_prov", "st_corr" ] } ], "layout": { "minReadableScale": 0.36 } }, { "id": "market", "title": "The market organizes around the same questions", "caption": "six segments — each one sells an answer to a question this talk already asked", "anchor": [ 2027, 1846 ], "instances": [ { "id": "mk_hub", "entity": "mk_hub", "pos": [ 28, -416 ], "kind": "hub ink", "w": 230 }, { "id": "seg_db", "entity": "seg_db", "pos": [ -490, -162 ], "kind": "ink", "w": 195 }, { "id": "seg_build", "entity": "seg_build", "pos": [ -12, -217 ], "kind": "green", "w": 200 }, { "id": "seg_mem", "entity": "seg_mem", "pos": [ 470, -155 ], "kind": "green", "w": 195 }, { "id": "seg_kg", "entity": "seg_kg", "pos": [ -470, 145 ], "kind": "tan", "w": 205 }, { "id": "seg_er", "entity": "seg_er", "pos": [ 0, 185 ], "kind": "indigo", "w": 190 }, { "id": "seg_viz", "entity": "seg_viz", "pos": [ 470, 145 ], "kind": "ink", "w": 215 } ], "edges": [ { "id": "market_edge_1", "from": "mk_hub", "to": "seg_db" }, { "id": "market_edge_2", "from": "mk_hub", "to": "seg_build" }, { "id": "market_edge_3", "from": "mk_hub", "to": "seg_mem" }, { "id": "market_edge_4", "from": "mk_hub", "to": "seg_kg" }, { "id": "market_edge_5", "from": "mk_hub", "to": "seg_er" }, { "id": "market_edge_6", "from": "mk_hub", "to": "seg_viz" } ], "beats": [ { "id": "cue_1", "label": "Opening view", "show": [ "mk_hub", "seg_db", "seg_build", "seg_mem", "seg_kg", "seg_er", "seg_viz" ], "focus": [ "mk_hub", "seg_db", "seg_build", "seg_mem", "seg_kg", "seg_er", "seg_viz" ], "revealOrder": [ "mk_hub", "seg_db", "seg_build", "seg_mem", "seg_kg", "seg_er", "seg_viz" ] } ], "layout": { "minReadableScale": 0.36 } }, { "id": "companies", "title": "…and who is building it", "caption": "15 selected independent graph companies · names on stage, sourced details on focus · reviewed July 24, 2026", "anchor": [ 2027, 1846 ], "instances": [ { "id": "co_neo4j", "entity": "co_neo4j", "pos": [ -642, -75 ], "kind": "tiny ink", "w": 88 }, { "id": "co_falkordb", "entity": "co_falkordb", "pos": [ -758, -56 ], "kind": "tiny ink", "w": 90 }, { "id": "co_puppygraph", "entity": "co_puppygraph", "pos": [ -584, -446 ], "kind": "tiny ink", "w": 106 }, { "id": "co_mem0", "entity": "co_mem0", "pos": [ 677, -232 ], "kind": "tiny green", "w": 88 }, { "id": "co_stardog", "entity": "co_stardog", "pos": [ -519, 329 ], "kind": "tiny tan", "w": 88 }, { "id": "co_graphwiseontot", "entity": "co_graphwiseontot", "pos": [ -612, 271 ], "kind": "tiny tan", "w": 186 }, { "id": "co_relationalai", "entity": "co_relationalai", "pos": [ -777, 47 ], "kind": "tiny tan", "w": 122 }, { "id": "co_quantexa", "entity": "co_quantexa", "pos": [ 103, 350 ], "kind": "tiny indigo", "w": 90 }, { "id": "co_senzing", "entity": "co_senzing", "pos": [ 0, 380 ], "kind": "tiny indigo", "w": 88 }, { "id": "co_tilores", "entity": "co_tilores", "pos": [ -103, 350 ], "kind": "tiny indigo", "w": 88 }, { "id": "co_linkurious", "entity": "co_linkurious", "pos": [ 664, 121 ], "kind": "tiny ink", "w": 106 }, { "id": "co_cambridgeintel", "entity": "co_cambridgeintel", "pos": [ 647, 227 ], "kind": "tiny ink", "w": 190 }, { "id": "co_graphistry", "entity": "co_graphistry", "pos": [ 576, 309 ], "kind": "tiny ink", "w": 106 }, { "id": "companies_mk_hub", "entity": "mk_hub", "pos": [ 0, -520 ], "kind": "hub ink", "w": 230 }, { "id": "companies_seg_db", "entity": "seg_db", "pos": [ -570, -300 ], "kind": "ink", "w": 195 }, { "id": "companies_seg_mem", "entity": "seg_mem", "pos": [ 350, -300 ], "kind": "green", "w": 195 }, { "id": "companies_seg_kg", "entity": "seg_kg", "pos": [ -570, 270 ], "kind": "tan", "w": 205 }, { "id": "companies_seg_er", "entity": "seg_er", "pos": [ 0, 300 ], "kind": "indigo", "w": 190 }, { "id": "companies_seg_viz", "entity": "seg_viz", "pos": [ 570, 270 ], "kind": "ink", "w": 215 }, { "id": "companies_t_zep", "entity": "t_zep", "pos": [ 770, -300 ], "kind": "company tiny", "w": 160 }, { "id": "co_cognee", "entity": "co_cognee", "pos": [ 110, -422 ], "kind": "tiny green", "w": 90 } ], "edges": [ { "id": "companies_edge_1", "from": "companies_seg_db", "to": "co_neo4j" }, { "id": "companies_edge_6", "from": "companies_seg_db", "to": "co_falkordb" }, { "id": "companies_edge_9", "from": "companies_seg_db", "to": "co_puppygraph" }, { "id": "companies_edge_13", "from": "companies_seg_mem", "to": "co_mem0" }, { "id": "companies_edge_14", "from": "companies_seg_kg", "to": "co_stardog" }, { "id": "companies_edge_15", "from": "companies_seg_kg", "to": "co_graphwiseontot" }, { "id": "companies_edge_20", "from": "companies_seg_kg", "to": "co_relationalai" }, { "id": "companies_edge_21", "from": "companies_seg_er", "to": "co_quantexa" }, { "id": "companies_edge_22", "from": "companies_seg_er", "to": "co_senzing" }, { "id": "companies_edge_23", "from": "companies_seg_er", "to": "co_tilores" }, { "id": "companies_edge_24", "from": "companies_seg_viz", "to": "co_linkurious" }, { "id": "companies_edge_25", "from": "companies_seg_viz", "to": "co_cambridgeintel" }, { "id": "companies_edge_26", "from": "companies_seg_viz", "to": "co_graphistry" }, { "id": "companies_edge_27", "from": "companies_seg_mem", "to": "companies_t_zep" }, { "id": "companies_cognee", "from": "companies_seg_mem", "to": "co_cognee" } ], "beats": [ { "id": "landscape", "label": "Representative landscape", "show": [ "co_neo4j", "co_falkordb", "co_puppygraph", "co_mem0", "co_stardog", "co_graphwiseontot", "co_relationalai", "co_quantexa", "co_senzing", "co_tilores", "co_linkurious", "co_cambridgeintel", "co_graphistry", "companies_mk_hub", "companies_seg_db", "companies_seg_mem", "companies_seg_kg", "companies_seg_er", "companies_seg_viz", "companies_t_zep", "co_cognee" ], "focus": [ "co_neo4j", "co_falkordb", "co_puppygraph", "co_mem0", "co_stardog", "co_graphwiseontot", "co_relationalai", "co_quantexa", "co_senzing", "co_tilores", "co_linkurious", "co_cambridgeintel", "co_graphistry", "companies_mk_hub", "companies_seg_db", "companies_seg_mem", "companies_seg_kg", "companies_seg_er", "companies_seg_viz", "companies_t_zep", "co_cognee" ], "revealOrder": [ "co_neo4j", "co_falkordb", "co_puppygraph", "co_mem0", "co_stardog", "co_graphwiseontot", "co_relationalai", "co_quantexa", "co_senzing", "co_tilores", "co_linkurious", "co_cambridgeintel", "co_graphistry", "companies_mk_hub", "companies_seg_db", "companies_seg_mem", "companies_seg_kg", "companies_seg_er", "companies_seg_viz", "companies_t_zep", "co_cognee" ] } ], "layout": { "minReadableScale": 0.36 } }, { "id": "map", "title": "Pick your graph", "caption": "six routes, one column each — the idea, then press next: what to build, then where to beat SOTA", "anchor": [ 2252, 1193 ], "instances": [ { "id": "ex_hub", "entity": "ex_hub", "pos": [ 10, -332 ], "kind": "hub ink", "w": 235 }, { "id": "ex_reason", "entity": "ex_reason", "pos": [ -650, -110 ], "kind": "indigo", "w": 185 }, { "id": "ex_world", "entity": "ex_world", "pos": [ -401, -75 ], "kind": "indigo", "w": 175 }, { "id": "ex_know", "entity": "ex_know", "pos": [ -121, -80 ], "kind": "indigo", "w": 200 }, { "id": "ex_teams", "entity": "ex_teams", "pos": [ 130, -130 ], "kind": "indigo", "w": 175 }, { "id": "ex_tools", "entity": "ex_tools", "pos": [ 419, -121 ], "kind": "indigo", "w": 195 }, { "id": "ex_traces", "entity": "ex_traces", "pos": [ 650, -130 ], "kind": "indigo", "w": 190 }, { "id": "b_reason", "entity": "b_reason", "pos": [ -651, 151 ], "kind": "green", "w": 195 }, { "id": "b_world", "entity": "b_world", "pos": [ -416, 220 ], "kind": "green", "w": 190 }, { "id": "b_know", "entity": "b_know", "pos": [ -123, 141 ], "kind": "green", "w": 185 }, { "id": "b_teams", "entity": "b_teams", "pos": [ 148, 236 ], "kind": "green", "w": 185 }, { "id": "b_tools", "entity": "b_tools", "pos": [ 390, 150 ], "kind": "green", "w": 190 }, { "id": "b_traces", "entity": "b_traces", "pos": [ 681, 217 ], "kind": "green", "w": 195 }, { "id": "s_reason", "entity": "s_reason", "pos": [ -649, 399 ], "kind": "indigo", "w": 175 }, { "id": "s_world", "entity": "s_world", "pos": [ -390, 440 ], "kind": "indigo", "w": 190 }, { "id": "s_know", "entity": "s_know", "pos": [ -123, 423 ], "kind": "indigo", "w": 185 }, { "id": "s_teams", "entity": "s_teams", "pos": [ 130, 440 ], "kind": "indigo", "w": 180 }, { "id": "s_tools", "entity": "s_tools", "pos": [ 359, 407 ], "kind": "indigo", "w": 200 }, { "id": "s_traces", "entity": "s_traces", "pos": [ 650, 440 ], "kind": "indigo", "w": 180 }, { "id": "t_zep", "entity": "t_zep", "pos": [ -343, 16 ], "kind": "green", "w": 160 }, { "id": "t_lsmith", "entity": "t_lsmith", "pos": [ 529, 5 ], "kind": "indigo", "w": 175 } ], "edges": [ { "id": "map_edge_1", "from": "ex_hub", "to": "ex_teams" }, { "id": "map_edge_2", "from": "ex_hub", "to": "ex_reason" }, { "id": "map_edge_3", "from": "ex_hub", "to": "ex_know" }, { "id": "map_edge_4", "from": "ex_hub", "to": "ex_tools" }, { "id": "map_edge_5", "from": "ex_hub", "to": "ex_world" }, { "id": "map_edge_6", "from": "ex_hub", "to": "ex_traces" }, { "id": "map_edge_7", "from": "ex_teams", "to": "b_teams", "label": ":build" }, { "id": "map_edge_8", "from": "ex_reason", "to": "b_reason", "label": ":build" }, { "id": "map_edge_9", "from": "ex_know", "to": "b_know", "label": ":build" }, { "id": "map_edge_10", "from": "ex_tools", "to": "b_tools", "label": ":build" }, { "id": "map_edge_11", "from": "ex_world", "to": "b_world", "label": ":build" }, { "id": "map_edge_12", "from": "ex_traces", "to": "b_traces", "label": ":build" }, { "id": "map_edge_13", "from": "b_teams", "to": "s_teams", "label": ":then_beat" }, { "id": "map_edge_14", "from": "b_reason", "to": "s_reason", "label": ":then_beat" }, { "id": "map_edge_15", "from": "b_know", "to": "s_know", "label": ":then_beat" }, { "id": "map_edge_16", "from": "b_tools", "to": "s_tools", "label": ":then_beat" }, { "id": "map_edge_17", "from": "b_world", "to": "s_world", "label": ":then_beat" }, { "id": "map_edge_18", "from": "b_traces", "to": "s_traces", "label": ":then_beat" }, { "id": "map_edge_19", "from": "ex_know", "to": "t_zep", "label": ":try" }, { "id": "map_edge_20", "from": "ex_traces", "to": "t_lsmith", "label": ":try" } ], "beats": [ { "id": "cue_1", "label": "Opening view", "show": [ "ex_hub", "ex_reason", "ex_world", "ex_know", "ex_teams", "ex_tools", "ex_traces", "t_zep", "t_lsmith" ], "focus": [ "ex_hub", "ex_reason", "ex_world", "ex_know", "ex_teams", "ex_tools", "ex_traces", "t_zep", "t_lsmith" ], "revealOrder": [ "ex_hub", "ex_reason", "ex_world", "ex_know", "ex_teams", "ex_tools", "ex_traces", "t_zep", "t_lsmith" ] }, { "id": "cue_2", "label": "Reveal 1", "show": [ "ex_hub", "ex_reason", "ex_world", "ex_know", "ex_teams", "ex_tools", "ex_traces", "b_reason", "b_world", "b_know", "b_teams", "b_tools", "b_traces", "t_zep", "t_lsmith" ], "focus": [ "ex_hub", "ex_reason", "ex_world", "ex_know", "ex_teams", "ex_tools", "ex_traces", "b_reason", "b_world", "b_know", "b_teams", "b_tools", "b_traces", "t_zep", "t_lsmith" ], "revealOrder": [ "b_reason", "b_world", "b_know", "b_teams", "b_tools", "b_traces" ] }, { "id": "cue_3", "label": "Reveal 2", "show": [ "ex_hub", "ex_reason", "ex_world", "ex_know", "ex_teams", "ex_tools", "ex_traces", "b_reason", "b_world", "b_know", "b_teams", "b_tools", "b_traces", "s_reason", "s_world", "s_know", "s_teams", "s_tools", "s_traces", "t_zep", "t_lsmith" ], "focus": [ "ex_hub", "ex_reason", "ex_world", "ex_know", "ex_teams", "ex_tools", "ex_traces", "b_reason", "b_world", "b_know", "b_teams", "b_tools", "b_traces", "s_reason", "s_world", "s_know", "s_teams", "s_tools", "s_traces", "t_zep", "t_lsmith" ], "revealOrder": [ "s_reason", "s_world", "s_know", "s_teams", "s_tools", "s_traces" ] } ], "layout": { "minReadableScale": 0.36 } }, { "id": "loops", "title": "The loop above the loop", "caption": "agents improve by running; communities improve by sharing; you improve by shortening your own learning cycle", "anchor": [ 3332, 1148 ], "instances": [ { "id": "lp_agent", "entity": "lp_agent", "pos": [ -50, -150 ], "kind": "ring indigo", "r": 88 }, { "id": "lp_comm", "entity": "lp_comm", "pos": [ 93, -7 ], "kind": "ring green", "r": 114 }, { "id": "lp_dev", "entity": "lp_dev", "pos": [ -27, 218 ], "kind": "ring tan", "r": 142 }, { "id": "lp_obs", "entity": "lp_obs", "pos": [ -50, -238 ], "kind": "tiny indigo", "w": 88 }, { "id": "lp_rsn", "entity": "lp_rsn", "pos": [ 26, -106 ], "kind": "tiny indigo", "w": 84 }, { "id": "lp_act", "entity": "lp_act", "pos": [ -126, -106 ], "kind": "tiny indigo", "w": 64 }, { "id": "lp_trc", "entity": "lp_trc", "pos": [ 93, -121 ], "kind": "tiny green", "w": 80 }, { "id": "lp_pat", "entity": "lp_pat", "pos": [ 192, 50 ], "kind": "tiny green", "w": 92 }, { "id": "lp_std", "entity": "lp_std", "pos": [ -6, 50 ], "kind": "tiny green", "w": 98 }, { "id": "lp_ins", "entity": "lp_ins", "pos": [ -27, 76 ], "kind": "tiny tan", "w": 104 }, { "id": "lp_cmp", "entity": "lp_cmp", "pos": [ 96, 289 ], "kind": "tiny tan", "w": 94 }, { "id": "lp_shr", "entity": "lp_shr", "pos": [ -150, 289 ], "kind": "tiny tan", "w": 74 } ], "edges": [ { "id": "loops_edge_1", "from": "lp_obs", "to": "lp_rsn", "kind": "loopi", "curve": -28 }, { "id": "loops_edge_2", "from": "lp_rsn", "to": "lp_act", "kind": "loopi", "curve": -28 }, { "id": "loops_edge_3", "from": "lp_act", "to": "lp_obs", "kind": "loopi", "curve": -28 }, { "id": "loops_edge_4", "from": "lp_trc", "to": "lp_pat", "kind": "loopg", "curve": -34 }, { "id": "loops_edge_5", "from": "lp_pat", "to": "lp_std", "kind": "loopg", "curve": -34 }, { "id": "loops_edge_6", "from": "lp_std", "to": "lp_trc", "kind": "loopg", "curve": -34 }, { "id": "loops_edge_7", "from": "lp_ins", "to": "lp_cmp", "kind": "loopt", "curve": -42 }, { "id": "loops_edge_8", "from": "lp_cmp", "to": "lp_shr", "kind": "loopt", "curve": -42 }, { "id": "loops_edge_9", "from": "lp_shr", "to": "lp_ins", "kind": "loopt", "curve": -42 } ], "beats": [ { "id": "cue_1", "label": "Opening view", "show": [ "lp_agent", "lp_comm", "lp_dev", "lp_obs", "lp_rsn", "lp_act", "lp_trc", "lp_pat", "lp_std", "lp_ins", "lp_cmp", "lp_shr" ], "focus": [ "lp_agent", "lp_comm", "lp_dev", "lp_obs", "lp_rsn", "lp_act", "lp_trc", "lp_pat", "lp_std", "lp_ins", "lp_cmp", "lp_shr" ], "revealOrder": [ "lp_agent", "lp_comm", "lp_dev", "lp_obs", "lp_rsn", "lp_act", "lp_trc", "lp_pat", "lp_std", "lp_ins", "lp_cmp", "lp_shr" ] } ], "layout": { "floatAmp": 5, "minReadableScale": 0.36 } }, { "id": "close", "title": "(you)-[:builds]->(graphs)", "caption": "thank you — go draw the edges", "overlay": { "position": "center", "shape": "slide", "aspectRatio": "16:9", "title": "(you)-[:builds]->(graphs)", "caption": "thank you — go draw the edges", "background": { "type": "overviewTour", "dim": 0.1, "interactive": false }, "tour": { "cycles": 1, "moveMs": 700, "pauseMs": 500, "endBehavior": "hold" } }, "anchor": [ 3242, 1441 ], "instances": [ { "id": "yg_you", "entity": "yg_you", "pos": [ -126, -44 ], "kind": "tiny ink", "w": 90 }, { "id": "yg_graphs", "entity": "yg_graphs", "pos": [ 120, 60 ], "kind": "tiny indigo", "w": 100 } ], "edges": [ { "id": "close_edge_1", "from": "yg_you", "to": "yg_graphs", "label": ":builds" } ], "beats": [ { "id": "cue_1", "label": "Opening view", "show": [ "yg_you", "yg_graphs" ], "focus": [ "yg_you", "yg_graphs" ], "revealOrder": [ "yg_you", "yg_graphs" ] } ], "layout": { "fitMargin": 230, "zoomMax": 0.85, "minReadableScale": 0.36 } } ], "connections": [ { "id": "connection_1", "from": "re_rows", "to": "oc_chaos", "label": ":same_shape", "kind": "cross" }, { "id": "connection_2", "from": "re_edges", "to": "oc_order", "label": ":same_shape", "kind": "cross" }, { "id": "connection_3", "from": "st_corr", "to": "inv_val", "label": ":same_muscle", "kind": "cross" }, { "id": "connection_4", "from": "inv_decay", "to": "st_after", "label": ":creates_the_job", "kind": "cross" }, { "id": "connection_5", "from": "st_hub", "to": "ev_hub", "label": ":one_world_graph", "kind": "cross" }, { "id": "connection_6", "from": "y_babyagi", "to": "tl_baby", "label": ":that_babyagi", "kind": "cross" }, { "id": "connection_7", "from": "y_active", "to": "st_time", "label": ":obsessed_with", "kind": "cross" }, { "id": "connection_8", "from": "st_prov", "to": "ev_beliefs", "label": ":same_question", "kind": "cross" }, { "id": "connection_9", "from": "st_id", "to": "ex_know", "label": ":benchmarked_by", "kind": "cross" }, { "id": "connection_10", "from": "inv_ont_new", "to": "st_hub", "label": ":governs", "kind": "cross" }, { "id": "connection_11", "from": "lp_agent", "to": "tl_react", "label": ":since_2022", "kind": "cross" }, { "id": "connection_12", "from": "lp_agent", "to": "st_hub", "label": ":writes", "kind": "cross" }, { "id": "connection_13", "from": "lp_std", "to": "tl_mcp", "label": ":example", "kind": "cross" }, { "id": "connection_14", "from": "lp_trc", "to": "ex_traces", "label": ":fuel", "kind": "cross" }, { "id": "connection_15", "from": "lp_dev", "to": "yg_you", "label": ":is_yours", "kind": "cross" }, { "id": "connection_16", "from": "yg_graphs", "to": "t_hub", "label": ":are_awesome", "kind": "cross" }, { "id": "connection_17", "from": "t_hub", "to": "oc_data", "label": ":begins", "kind": "spine" }, { "id": "connection_18", "from": "oc_data", "to": "ev_hub", "kind": "spine" }, { "id": "connection_19", "from": "ev_hub", "to": "tl_hub", "kind": "spine" }, { "id": "connection_20", "from": "tl_op", "to": "inv_ont_old", "kind": "spine" }, { "id": "connection_21", "from": "inv_ont_new", "to": "st_after", "kind": "spine" }, { "id": "connection_22", "from": "ex_hub", "to": "lp_dev", "kind": "spine" }, { "id": "connection_23", "from": "lp_comm", "to": "yg_you", "kind": "spine" }, { "id": "connection_24", "from": "seg_er", "to": "st_id", "label": ":answers", "kind": "cross" }, { "id": "connection_25", "from": "seg_mem", "to": "st_time", "label": ":answers", "kind": "cross" }, { "id": "connection_26", "from": "seg_kg", "to": "st_prov", "label": ":answers", "kind": "cross" }, { "id": "connection_27", "from": "seg_kg", "to": "inv_ont_old", "label": ":lineage", "kind": "cross" }, { "id": "connection_28", "from": "seg_build", "to": "inv_prop", "label": ":industrializes", "kind": "cross" }, { "id": "connection_29", "from": "seg_viz", "to": "oc_order", "label": ":sells_order", "kind": "cross" }, { "id": "connection_30", "from": "seg_db", "to": "ev_hub", "label": ":persists", "kind": "cross" }, { "id": "connection_31", "from": "st_before", "to": "inv_ont_old", "label": ":made_this", "kind": "cross" }, { "id": "connection_32", "from": "co_neo4j", "to": "ex_know", "label": ":also_try", "kind": "cross" }, { "id": "connection_33", "from": "st_after", "to": "mk_hub", "kind": "spine" }, { "id": "connection_34", "from": "mk_hub", "to": "ex_hub", "kind": "spine" } ] }