{ "report_id": "theme_ai_enabled_biology_and_scientific_discovery_node_scientific_compute_and_foundation_models", "report_type": "theme_value_chain_node", "site_path": "themes/ai-enabled-biology-and-scientific-discovery/nodes/scientific-compute-and-foundation-models/index.html", "title": "Scientific Compute And Foundation Models", "as_of": "2026-06-13", "generated_at": "2026-06-13T15:47:54-07:00", "freshness": { "price_data_as_of": "2026-06-12", "daily_ohlc_latest": "2026-06-12", "chart_interval": "weekly", "knowledge_reviewed_as_of": "2026-06-13", "web_research_as_of": "2026-06-13", "api_required": true }, "revision": { "version": 2, "updated_label": "Latest node-page format refresh: stack bullets, setup visual, basket cards, evidence board, updated source trail", "metadata_path": "themes/ai-enabled-biology-and-scientific-discovery/nodes/scientific-compute-and-foundation-models/report.json", "curation_source": "themes/ai-enabled-biology-and-scientific-discovery/report.json", "shared_file_updates": "No parent, sitemap, or node-data edits made by this implementation worker; no node-data.json exists for this theme." }, "node": { "slug": "scientific-compute-and-foundation-models", "order": 2, "level": "L2 infrastructure and model platform node", "role": "Runs protein, chemistry, genomics, simulation, and agentic lab workflows through compute, cloud, model, and enterprise R&D infrastructure.", "description": "This page covers the scientific compute and foundation-model layer that lets researchers train, host, and use large biological models. 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"20w_average_volume" ], "indicator_method": "20-week and 100-week exponential moving averages computed from weekly closes using full available weekly history before visible-window clipping; weekly volume bars shown with a 20-week average volume line", "price_data_as_of": "2026-06-12", "visible_years": 3, "rendering": "report_api", "api_route": "/api/securities/MSFT/chart?frequency=weekly&window=3y&as_of=latest" }, { "chart_id": "chart-amzn", "ticker": "AMZN", "source_table": "daily_ohlc", "chart_interval": "weekly", "aggregation": "weekly bars grouped from daily rows by calendar week; open is first row, high is weekly max, low is weekly min, close is final row, volume is summed", "indicators": [ "20w_ema", "100w_ema", "weekly_volume", "20w_average_volume" ], "indicator_method": "20-week and 100-week exponential moving averages computed from weekly closes using full available weekly history before visible-window clipping; weekly volume bars shown with a 20-week average volume line", 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"../../../../../knowledge/wiki/lanes/sector/information-technology.md", "../../../../../knowledge/wiki/lanes/sector/health-care.md", "../../../../../knowledge/wiki/lanes/security/nvda.md", "../../../../../knowledge/wiki/lanes/security/googl.md", "../../../../../knowledge/wiki/lanes/security/msft.md", "../../../../../knowledge/wiki/lanes/security/amzn.md", "../../../../../knowledge/wiki/lanes/security/orcl.md", "../../../../../knowledge/wiki/lanes/security/amd.md", "../../../../../knowledge/wiki/lanes/security/avgo.md" ], "external_sources": [ { "label": "NVIDIA BioNeMo Platform Adopted by Life Sciences Leaders", "url": "https://investor.nvidia.com/news/press-release-details/2026/NVIDIA-BioNeMo-Platform-Adopted-by-Life-Sciences-Leaders-to-Accelerate-AI-Driven-Drug-Discovery/default.aspx", "published_date": "2026-01-12" }, { "label": "NVIDIA Q1 FY2027 earnings release", "url": 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quarterly results route", "url": "https://ir.aboutamazon.com/quarterly-results/default.aspx", "accessed_date": "2026-06-13" }, { "label": "Oracle Life Sciences AI Data Platform", "url": "https://www.oracle.com/news/announcement/oracle-life-sciences-ai-data-platform-unites-data-and-agentic-intelligence-2026-01-29/", "published_date": "2026-01-29" }, { "label": "Oracle Q4 FY2026 earnings coverage", "url": "https://www.marketwatch.com/story/oracles-stock-slides-after-earnings-as-the-steep-price-of-ai-spooks-investors-0653b309", "published_date": "2026-06-11", "accessed_date": "2026-06-13" }, { "label": "AMD MI300X GPUs Power AI-Driven Biology", "url": "https://www.amd.com/en/blogs/2025/reprogramming-discovery-mi300x-gpus-power-ai-driven-biology.html", "published_date": "2025" }, { "label": "AMD Q1 2026 results", "url": "https://www.amd.com/en/newsroom/press-releases/2026-5-5-amd-reports-first-quarter-2026-financial-results.html", "published_date": "2026-05-05", "accessed_date": "2026-06-13" }, { "label": "Broadcom Q2 FY2026 results", "url": "https://investors.broadcom.com/news-releases/news-release-details/broadcom-inc-announces-second-quarter-fiscal-year-2026-financial", "published_date": "2026-06-03", "accessed_date": "2026-06-13" } ], "discovery_sources": [ { "kind": "duckdb_readonly_query", "label": "Scientific Compute And Foundation Models weekly OHLC and EMA chart inputs", "query_ref": "discovery:duckdb:daily_ohlc_weekly_aggregation_20w_100w_ema:scientific-compute-and-foundation-models:2026-06-12" }, { "kind": "duckdb_readonly_query", "label": "Basket market caps from 2026-06-12 close multiplied by weighted shares outstanding", "query_ref": "discovery:duckdb:daily_ohlc_latest_close_join_instruments_weighted_shares:NVDA|GOOGL|MSFT|AMZN|ORCL|AMD|AVGO:2026-06-12" }, { "kind": "status", "label": "Ticker daily_ohlc coverage", "query_ref": "discovery:status:NVDA|GOOGL|MSFT|AMZN|ORCL|AMD|AVGO" }, { "kind": "report-api", "label": "Selected-security weekly chart endpoint", "query_ref": "report-api:/api/securities/{ticker}/chart?frequency=weekly&window=3y&as_of=latest", "validation": "Representative NVDA route returned weekly chart data resolved through 2026-06-12 during review." } ], "known_gaps": [ "No basket member discloses biology-specific revenue separately.", "No credible confirmed next earnings date was available for any basket member from bounded company-event and Nasdaq checks on 2026-06-13.", "TechBio, autonomous lab, diagnostics-data, and clinical evidence names are routed to adjacent nodes rather than this compute and model infrastructure node.", "Parent report and sitemap freshness references still reflect the pre-refresh 2026-06-05 discovery ref because shared files are outside this review worker scope.", "Static setup thresholds from the prior 2026-06-05 article-body table are stale relative to 2026-06-12 discovery coverage and were intentionally removed from the body." ], "review": { "reviewed_at": "2026-06-13T15:47:54-07:00", "scope": "Review worker patched only the node HTML and node report.json; parent report, sitemap, and manifests were not edited.", "patches": [ "Added visible Source Trail routes for Funding Dependency And Duration Tolerance and Health Care sector context so compute funding, data-governance, and regulated workflow claims route to canonical knowledge pages.", "Added concept_funding_dependency_and_duration_tolerance to links_out and refreshed generated_at after review." ], "api_validation": "Live HTTP selected-security chart probe passed for NVDA after starting the local report API and probing /api/securities/NVDA/chart?frequency=weekly&window=3y&as_of=latest; response resolved through 2026-06-12." } }