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NIST says a revision is underway; this framework is not a safety certification.","id":"r04","reviewed":"2026-10-13"},{"title":"Teaching and information literacy","provider":"University of Maryland","category":"Education","region":"Maryland","kind":"University","level":"Beginner","url":"https://ai-resources.umd.edu/resources/training","description":"Instructor and student learning resources. Some courses may require institutional access; check eligibility.","id":"r05","reviewed":"2026-10-10"},{"title":"AI research and degree pathways","provider":"University of Maryland","category":"Classes","region":"Maryland","kind":"University","level":"Intermediate","url":"https://ai.umd.edu/","description":"Explore the university’s AI programs and interdisciplinary institute. 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This page includes past program dates; current enrollment is not confirmed.","id":"r07","reviewed":"2026-10-10"},{"title":"AI policy and security research","provider":"Georgetown CSET","category":"Policy","region":"DC","kind":"University","level":"Intermediate","url":"https://cset.georgetown.edu/","description":"Research on AI governance, workforce, and security from a Washington-based policy research center.","id":"r08","reviewed":"2026-10-10"},{"title":"CSET talks and webinars","provider":"Georgetown CSET","category":"Events","region":"DC","kind":"University","level":"Beginner","url":"https://cset.georgetown.edu/events?fwp_uape=future","description":"An organizer calendar, not a confirmed event listing. Check dates, location, availability, and registration on the source.","id":"r09","reviewed":"2026-10-10"},{"title":"Public-interest AI research","provider":"AI Now Institute","category":"Critical voices","region":"National","kind":"Research / advocacy","level":"Intermediate","url":"https://ainowinstitute.org/","description":"Critical research on concentrated power, labor, infrastructure, and accountability.","id":"r10","reviewed":"2026-10-10"},{"title":"Contact AI Now","provider":"AI Now Institute","category":"Critical voices","region":"National","kind":"Research / advocacy","level":"Beginner","url":"https://ainowinstitute.org/contact-us","description":"Use the organization’s published contact channels to ask about its work or opportunities to participate.","id":"r11","reviewed":"2026-10-11"},{"title":"Data center policy toolkit","provider":"AI Now Institute","category":"Critical voices","region":"National","kind":"Research / advocacy","level":"Intermediate","url":"https://ainowinstitute.org/publications/data-center-policy-guide","description":"An advocacy toolkit arguing for state and local interventions to restrict AI data center expansion.","id":"r12","reviewed":"2026-10-10"},{"title":"AI and digital rights","provider":"Electronic Frontier Foundation","category":"Critical voices","region":"National","kind":"Civil liberties advocacy","level":"Beginner","url":"https://www.eff.org/issues/ai","description":"A civil-liberties perspective on AI policy and digital rights. Advocacy is labeled separately from government guidance.","id":"r13","reviewed":"2026-10-10"},{"title":"Compare models through Arena","provider":"Arena","category":"Tools & models","region":"National","kind":"Evaluation platform","level":"Beginner","url":"https://arena.ai/","description":"Explore model comparisons, task categories, and rankings. Standard preference scores and factuality-adjusted views measure different things; neither guarantees an individual answer or suitability for your setting.","id":"r14","reviewed":"2026-10-11"},{"title":"Learn with Hugging Face","provider":"Hugging Face","category":"Classes","region":"Online","kind":"Platform educational","level":"Intermediate","url":"https://huggingface.co/learn","description":"Courses about models and machine learning. Check individual course prerequisites and access conditions.","id":"r15","reviewed":"2026-10-10"},{"title":"Run models with Ollama","provider":"Ollama","category":"Tools & models","region":"Online","kind":"Developer tool","level":"Intermediate","url":"https://ollama.com/","description":"Tools for local and cloud model use. Confirm whether your chosen configuration sends any data outside your device.","id":"r16","reviewed":"2026-10-10"},{"title":"IBM Granite","provider":"IBM","category":"Tools & models","region":"Online","kind":"Model developer","level":"Intermediate","url":"https://www.ibm.com/granite","description":"Explore Granite models. Review the specific model card, license, hardware needs, and limitations.","id":"r17","reviewed":"2026-10-10"},{"title":"Mistral models and products","provider":"Mistral AI","category":"Tools & models","region":"Online","kind":"Model developer","level":"Intermediate","url":"https://mistral.ai/","description":"A developer offering model and product options. Check each model’s availability and license rather than assuming all are open source.","id":"r18","reviewed":"2026-10-10"},{"title":"Meta model ecosystem","provider":"Meta","category":"Tools & models","region":"Online","kind":"Model developer","level":"Intermediate","url":"https://dev.meta.ai/","description":"Explore Meta’s model ecosystem. Downloadable weights and open-source licensing are different questions.","id":"r19","reviewed":"2026-10-10"},{"title":"Google DeepMind","provider":"Google","category":"Companies","region":"National","kind":"Vendor","level":"Beginner","url":"https://deepmind.google/","description":"Research and model information, including Gemini and Gemma. Product claims are vendor statements.","id":"r20","reviewed":"2026-10-10"},{"title":"Anthropic","provider":"Anthropic","category":"Companies","region":"National","kind":"Vendor","level":"Beginner","url":"https://www.anthropic.com/","description":"Claude and related research. Compare company safety claims with independent evaluations.","id":"r21","reviewed":"2026-10-10"},{"title":"Microsoft AI","provider":"Microsoft","category":"Companies","region":"National","kind":"Vendor","level":"Beginner","url":"https://www.microsoft.com/en-us/ai","description":"AI products and business resources. Check current product terms, privacy, and pricing.","id":"r22","reviewed":"2026-10-10"},{"title":"OpenAI model documentation","provider":"OpenAI","category":"Companies","region":"National","kind":"Vendor","level":"Intermediate","url":"https://developers.openai.com/api/docs/models","description":"Model documentation and published specifications. Model availability differs across products.","id":"r23","reviewed":"2026-10-10"},{"title":"DC legislation portal","provider":"Council of the District of Columbia","category":"Policy","region":"DC","kind":"Government","level":"Beginner","url":"https://lims.dccouncil.gov/","description":"Search for artificial intelligence, automated decisions, and synthetic media. Confirm bill text, status, and hearings at the source.","id":"r24","reviewed":"2026-10-10"},{"title":"Maryland legislation portal","provider":"Maryland General Assembly","category":"Policy","region":"Maryland","kind":"Government","level":"Beginner","url":"https://mgaleg.maryland.gov/","description":"Find bills, committees, and hearing information. Search artificial intelligence and confirm the current session.","id":"r25","reviewed":"2026-10-10"},{"title":"Virginia legislation portal","provider":"Virginia General Assembly","category":"Policy","region":"Virginia","kind":"Government","level":"Beginner","url":"https://lis.virginia.gov/","description":"Search AI-related bills and amendments. A proposal is not an enacted law; read the current action history.","id":"r26","reviewed":"2026-10-10"},{"title":"Federal AI legislation","provider":"Library of Congress","category":"Policy","region":"National","kind":"Government","level":"Beginner","url":"https://www.congress.gov/","description":"Search federal legislation and distinguish introduced bills from enacted laws.","id":"r27","reviewed":"2026-10-10"},{"title":"Planning and public participation","provider":"Fairfax County","category":"Policy","region":"Virginia","kind":"Local government","level":"Beginner","url":"https://www.fairfaxcounty.gov/planning-development/","description":"Find planning information and participation routes for land-use questions, including infrastructure proposals.","id":"r28","reviewed":"2026-10-10"},{"title":"Federal AI job search","provider":"USAJOBS","category":"Jobs","region":"DC","kind":"Government job board","level":"Intermediate","url":"https://www.usajobs.gov/Search/Results?k=artificial%20intelligence","description":"A live search, not a verified vacancy. Filter Washington, Maryland, and Virginia and confirm eligibility and closing dates.","id":"r29","reviewed":"2026-10-10"},{"title":"Research careers at CSET","provider":"Georgetown CSET","category":"Jobs","region":"DC","kind":"University","level":"Intermediate","url":"https://cset.georgetown.edu/careers/","description":"Current research-career source. A listed October 5, 2026 deadline has already passed; check for newly posted roles rather than assuming applications remain open.","id":"r30","reviewed":"2026-10-10"},{"title":"NOVA AI and Data Analytics certificate","provider":"Northern Virginia Community College","category":"Classes","region":"Virginia","kind":"Community college","level":"Intermediate","url":"https://www.nvcc.edu/academics/programs/data-analytics.html","description":"A 22-credit career studies certificate listed as one year at Annandale. 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This is a course description, not a confirmed open section.","id":"r32","reviewed":"2026-10-11","learning":{"audience":"Beginners with basic computer literacy","format":"3-credit course; check section delivery","cost":"Tuition varies by residency and fees","prerequisites":"Basic computer literacy","status":"Course description; open section not confirmed"}},{"title":"Montgomery College AI courses","provider":"Montgomery College","category":"Classes","region":"Maryland","kind":"Community college","level":"Beginner","url":"https://www.montgomerycollege.edu/workforce-development-continuing-education/information-technology/artificial-intelligence/index.html","description":"Noncredit options include generative AI, cybersecurity, and developer topics. Check the current schedule, prerequisites, and course-specific pricing.","id":"r33","reviewed":"2026-10-10","learning":{"audience":"Professionals and adult learners","format":"Campus and remote options; varies by class","cost":"Course-specific tuition and fees; check current brochure","prerequisites":"Varies by class","status":"Course directory; confirm open sections"}},{"title":"AI literacy for career and college","provider":"Montgomery College","category":"Education","region":"Maryland","kind":"Open educational resource","level":"Beginner","url":"https://pressbooks.montgomerycollege.edu/ailit/chapter/introduction/","description":"Publicly readable learning materials on critical AI literacy. Microcredential enrollment and award requirements are separate from reading the book.","id":"r34","reviewed":"2026-10-10"},{"title":"PauseAI: position and participation","provider":"PauseAI","category":"Critical voices","region":"National","kind":"Pause / restriction advocacy","level":"Beginner","url":"https://pauseai.info/about","description":"Advocates a pause in development of the most powerful AI systems. Its risk assessments and policy demands are advocacy positions, not settled consensus.","id":"r35","reviewed":"2026-10-10"},{"title":"Public Citizen AI safeguards","provider":"Public Citizen","category":"Critical voices","region":"DC","kind":"Consumer / worker advocacy","level":"Beginner","url":"https://www.citizen.org/topic/consumer-worker-safeguards/artificial-intelligence/?tax_topic=ai","description":"Research and campaigns supporting safeguards against AI harms, with official take-action links. 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Check committee instructions separately before submitting testimony.","id":"r42","reviewed":"2026-10-10"},{"id":"r43","title":"Virginia Mercury · AI and data-center coverage","provider":"Virginia Mercury","category":"News","region":"Virginia","kind":"Regional newsroom","level":"Beginner","url":"https://virginiamercury.com/","description":"Regional reporting and labeled commentary on energy, data centers, and state policy. The homepage feed selects AI-related items automatically.","reviewed":"2026-10-10"},{"id":"r44","title":"Maryland Matters · AI and policy coverage","provider":"Maryland Matters","category":"News","region":"Maryland","kind":"Regional newsroom","level":"Beginner","url":"https://marylandmatters.org/","description":"Maryland reporting and labeled commentary, including AI-related state policy and infrastructure stories selected by the homepage feed.","reviewed":"2026-10-10"},{"id":"r45","title":"AI-native software developer · Reston","provider":"Leidos","category":"Jobs","region":"Virginia","kind":"Employer job listing","level":"Intermediate","url":"https://careers.leidos.com/jobs/18316197-ai-native-software-developer","description":"R-00194002. Full-time hybrid role, three office days weekly. US citizenship and ability to obtain and maintain Public Trust required. Degree and experience requirements apply. Posted October 6; exact closing date not stated. 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Other summit dates differ between university pages; confirm with the organizer.","reviewed":"2026-10-10","expiresAt":"2026-10-28T21:20:00Z"},{"id":"r47","title":"Generative AI in education and research","provider":"UNESCO","category":"Education","region":"National","kind":"International guidance","level":"Beginner","url":"https://www.unesco.org/en/articles/guidance-generative-ai-education-and-research","description":"Human-centered guidance on AI in education and research, including privacy, inclusion, and educational validation. International guidance rather than a local school policy.","reviewed":"2026-10-11"},{"id":"r48","title":"DC government AI/ML governance policy","provider":"DC Office of the Chief Technology Officer","category":"Policy","region":"DC","kind":"Government policy page","level":"Beginner","url":"https://octo.dc.gov/page/aiml-governance-policy","description":"OCTO guidance on approved tools, agency-data authorization, privacy, bias, and oversight for District government use and covered providers. Approval/effective-date fields are incomplete on the published page; confirm current applicability with OCTO.","reviewed":"2026-10-11"},{"id":"r49","title":"DC government AI adoption and usage guidelines","provider":"DC Office of the Chief Technology Officer","category":"Policy","region":"DC","kind":"Government agency guidance","level":"Beginner","url":"https://octo.dc.gov/page/aiml-adoption-andor-usage-guidelines","description":"Guidance for DC government agencies on purpose, risk assessment, transparency, responsibility, privacy, and ongoing evaluation. This is agency guidance rather than a general law governing all private AI use.","reviewed":"2026-10-11"},{"id":"r50","title":"How to testify before the DC Council","provider":"Council of the District of Columbia","category":"Policy","region":"DC","kind":"Government participation","level":"Beginner","url":"https://dccouncil.gov/how-to-testify-before-the-council/","description":"Official instructions for live or written testimony, hearing notices, deadlines, and accessibility requests. Confirm the committee-specific notice; this directory does not imply a current AI hearing.","reviewed":"2026-10-11"},{"id":"r51","title":"Watch DC Council hearings","provider":"Council of the District of Columbia","category":"Policy","region":"DC","kind":"Government hearing directory","level":"Beginner","url":"https://dccouncil.gov/hearings/","description":"Official routes to hearing management, live meetings, and archived recordings. 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The project ended September 30, 2026; website materials remain available but are no longer actively maintained.","reviewed":"2026-10-11","learning":{"audience":"Community educators and digital navigators","format":"Online materials for independent study","cost":"Free public materials","prerequisites":"No prerequisite stated","status":"Archived materials; ongoing certification not confirmed"},"contextUrl":"https://marylandersonline.umd.edu/about/updates/project-notice-ume-marylanders-online-concludes-september-30"},{"id":"r56","title":"AI for Business Leaders","provider":"UMD Smith School of Business","category":"Classes","region":"Maryland","kind":"Noncredit certificate","level":"Beginner","url":"https://www.rhsmith.umd.edu/programs/executive-education/learning-opportunities-individuals/ai-business","description":"Thirty hours of business-focused AI/ML content, including limitations, data quality, interpretability, and bias.","reviewed":"2026-10-11","learning":{"audience":"Managers, analysts, and business professionals","format":"100% online","cost":"Listed tuition: $995","prerequisites":"No coding experience required","status":"Immediate enrollment advertised; confirm current terms"}},{"id":"r57","title":"NOVA Workforce AI pathways","provider":"Northern Virginia Community College","category":"Classes","region":"Virginia","kind":"Training directory","level":"Beginner","url":"https://www.nvcc.edu/academics/workforce/AI-Catalog.html","description":"Explore business-user, data, cloud, AI/ML, and security pathways. This catalog includes advanced options; each course has its own requirements.","reviewed":"2026-10-11","learning":{"audience":"Job seekers and working adults","format":"Delivery varies by class","cost":"Varies by course; financial assistance may be available","prerequisites":"Varies by course","status":"Directory; open sections not confirmed"}},{"id":"r58","title":"AI workshops for adult educators","provider":"DC OSSE / University of the District of Columbia","category":"Education","region":"DC","kind":"Recorded professional development","level":"Beginner","url":"https://osse.dc.gov/service/adult-education-instructors","description":"Recorded 2025 workshops and handouts on prompting, assessment, and AI-supported microlearning. Consider their teaching claims alongside the hub’s evaluation guide.","reviewed":"2026-10-11","learning":{"audience":"Adult educators and workforce-training providers","format":"Online recordings and handouts","cost":"No fee shown for linked materials","prerequisites":"No prerequisite stated for viewing materials","status":"Archived sessions; no current live institute implied"}},{"id":"r59","title":"Fundamentals of AI certificate","provider":"Howard University","category":"Classes","region":"DC","kind":"Undergraduate certificate","level":"Beginner","url":"https://howard.edu/ai/fundamentals-certificate","description":"Nine credits across AI tools, ethical and responsible AI, and discipline-specific applications. Minimum 2.00 GPA across certificate courses.","reviewed":"2026-10-11","learning":{"audience":"Howard undergraduates across majors","format":"University coursework; verify section delivery","cost":"University tuition; certificate page does not quote a total","prerequisites":"No prior AI background; two required courses specify junior/senior standing","status":"Student-only; confirm eligibility with advising"}},{"id":"r60","title":"AI certificate: science, society, and applications","provider":"Georgetown College of Arts & Sciences","category":"Classes","region":"DC","kind":"Undergraduate certificate","level":"Beginner","url":"https://college.georgetown.edu/academics/ai-cert/","description":"Nine credits connecting AI’s technical foundations with governance, fairness, societal impacts, and responsible choices about use and non-use.","reviewed":"2026-10-11","learning":{"audience":"Georgetown College of Arts & Sciences students only","format":"University coursework; begins Fall 2026","cost":"University tuition; certificate page does not quote a total","prerequisites":"Course-specific requirements; consult advising","status":"Student-only; completing all three courses in one year may not be possible"}},{"id":"r61","title":"Responsible AI in public service","provider":"InnovateUS","category":"Classes","region":"Online","kind":"Public-sector course directory","level":"Beginner","url":"https://innovate-us.org/course","description":"Self-paced courses pair practical government uses with risks and resilience. The public-organizations series covers project design and implementation.","reviewed":"2026-10-11","learning":{"audience":"Public-sector professionals; organizations course welcomes interested learners","format":"Online, self-paced","cost":"Free","prerequisites":"No prerequisite stated on directory","status":"Courses listed as available; registration required"}},{"id":"md-hb883-2026","title":"AI and behavioral health care","provider":"Maryland General Assembly","category":"Policy","region":"Maryland","kind":"Government · past-session proposal","level":"Beginner","url":"https://mgaleg.maryland.gov/mgawebsite/Legislation/Details/HB0883?ys=2026RS","description":"Would restrict AI behavioral-health claims and services and require disclosure and self-harm referral protocols. Passed the House; the closed 2026 session record shows no enactment. This is a past-session proposal, not a current hearing opportunity.","reviewed":"2026-10-11"},{"id":"md-hb712-2026","title":"AI systems product liability","provider":"Maryland General Assembly","category":"Policy","region":"Maryland","kind":"Government · past-session proposal","level":"Beginner","url":"https://mgaleg.maryland.gov/mgawebsite/Legislation/Details/HB0712?ys=2026RS","description":"Would create a civil liability route for certain defective AI systems and permit Attorney General action. The closed 2026 session record shows no enactment. Proposed effective dates do not establish law.","reviewed":"2026-10-11"},{"id":"md-hb1534-2026","title":"Data-center operations and siting","provider":"Maryland General Assembly","category":"Policy","region":"Maryland","kind":"Government · past-session proposal","level":"Beginner","url":"https://mgaleg.maryland.gov/mgawebsite/Legislation/Details/HB1534?ys=2026RS","description":"Would address noise, vibration, backup generation, agricultural-land siting, and applicant reports. Infrastructure policy relevant to AI, with broader data-center scope. The closed 2026 session record shows no enactment.","reviewed":"2026-10-11"},{"id":"md-data-center-taskforce","title":"Maryland data-center accountability","provider":"Maryland State Archives","category":"Policy","region":"Maryland","kind":"Government · executive action","level":"Beginner","url":"https://msa.maryland.gov/msa/mdmanual/26excom/html/11datacent.html","description":"Task force created in September 2026. Its review framework covers grid and ratepayer protection, community voice, environmental protection, and transparency. The official profile provides a staff contact; a current public-comment deadline is not confirmed.","reviewed":"2026-10-11"},{"id":"dmv-school-ai-moratorium","title":"DMV school AI moratorium campaign","provider":"Distraction Free Schools MD","category":"Critical voices","region":"DMV","kind":"Advocacy · school-use moratorium","level":"Beginner","url":"https://www.fournorms.com/campaigns/dmv-petition-for-ai-moratorium-dmv-parents-support-ai-moratorium-in-schools","description":"A local campaign calling for a pause on student-facing generative AI in schools for 2026–27. Read its position and participation form; its research assertions are advocacy claims requiring independent examination.","reviewed":"2026-10-11"},{"id":"data-for-black-lives","title":"Data justice and algorithmic accountability","provider":"Data for Black Lives","category":"Critical voices","region":"National","kind":"Community advocacy","level":"Beginner","url":"https://d4bl.org/","description":"A movement of activists, organizers, and scientists examining data, algorithms, racial inequity, and community control. Its Get Involved page offers volunteer and hub pathways; current local hub availability is not confirmed.","reviewed":"2026-10-11"},{"id":"takeoff-2026","title":"Takeoff: AI governance conference","provider":"Sparrow Infrastructure","category":"Events","region":"DC","kind":"Organizer · dated event","level":"Beginner","url":"https://www.takeoffdc.com/","description":"November 13–15, 2026 in Washington, DC. Invitation-based conference organized by Sparrow Infrastructure. Private-sector applications close October 30 at 11:59 p.m. Eastern. Public-sector invitations are separately selected; complimentary access is conditional. Confirm venue and schedule with organizer.","reviewed":"2026-10-11","expiresAt":"2026-11-16T05:00:00Z"},{"id":"jifsan-2026","title":"AI in food safety and nutrition symposium","provider":"UMD JIFSAN/CFS3","category":"Events","region":"Maryland","kind":"Organizer · dated event","level":"Beginner","url":"https://jifsan.umd.edu/events/2026_Annual_Symposium","description":"UMD JIFSAN/CFS3 symposium, October 21–22, 2026. Covers practical use, bias, validation, and oversight. Registration link provided; current fee, session hours, and exact venue need confirmation.","reviewed":"2026-10-11","expiresAt":"2026-10-23T04:00:00Z"},{"id":"leidos-r00193210","title":"AI Policy Project Integrator","provider":"Leidos","category":"Jobs","region":"Virginia","kind":"Employer listing","level":"Intermediate","url":"https://careers.leidos.com/jobs/18285990-ai-policy-project-integrator","description":"AI policy and governance. Herndon · no remote; 10% travel. Active TS/SCI with polygraph; bachelor’s plus 12 years or master’s plus 10 years; policy/governance and technical project experience.","reviewed":"2026-10-11","expiresAt":"2026-10-26T04:00:00Z"},{"id":"leidos-chantilly-data-scientist","title":"Senior Data Scientist","provider":"Leidos","category":"Jobs","region":"Virginia","kind":"Employer listing","level":"Intermediate","url":"https://careers.leidos.com/jobs/18270662-data-scientist","description":"Data science and ML/AI support. Chantilly · no remote. US citizenship and active TS/SCI with polygraph; degree plus senior experience. Supports an upcoming program; confirm hiring timeline and availability with employer.","reviewed":"2026-10-11","expiresAt":"2026-10-26T04:00:00Z"},{"id":"beyond-burden","title":"Beyond the Burden: education questions","provider":"Kenji Nomura","category":"Education","region":"DMV","kind":"Educator perspective","url":"https://ai-commons-dmv.kenjireed.chatgpt.site/#classroom","description":"Seven concerns from Kenji’s supplied presentation, with discussion prompts and candidate teacher uses. Personal perspective and editorial adaptation, alongside independent sources.","level":"Beginner","reviewed":"2026-10-11"},{"id":"flcc-ai-hub","title":"FLX AI Hub and educator resources","provider":"Finger Lakes Community College","category":"Education","region":"National","kind":"Community college","url":"https://www.flcc.edu/ai/","description":"A New York AI learning hub with online resources and training. Mentioned in Beyond the Burden; current enrollment, fees, and DMV professional-development recognition need separate confirmation.","level":"Beginner","reviewed":"2026-10-11"},{"id":"authentic-ai-literacy","title":"Authentic AI Literacy","provider":"Johnathan Fisher","category":"Education","region":"Online","kind":"Educator / training provider","url":"https://authenticailiteracy.com/","description":"Teacher-led workshops, courses, and resources referenced in Beyond the Burden. Provider claims are its own; confirm course prices, access, and availability.","level":"Beginner","reviewed":"2026-10-11"},{"id":"google-ai-educators","title":"Generative AI for Educators with Gemini","provider":"Grow with Google","category":"Education","region":"Online","kind":"Vendor educational","url":"https://grow.google/ai-for-educators/","description":"Google advertises a free, two-hour self-paced course for middle/high school teachers, with no prior experience required. Certificate credit depends on district/state rules; time-saving claims are vendor survey claims.","level":"Beginner","reviewed":"2026-10-11"},{"id":"nist-genai-profile","title":"Generative AI risk profile","provider":"NIST","category":"Risks","region":"Maryland","kind":"Government / voluntary framework","url":"https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence","description":"Companion to NIST’s AI Risk Management Framework, published July 2024. Supports evaluation of generative AI risks; it is voluntary guidance rather than a safety certification.","level":"Beginner","reviewed":"2026-10-11"},{"id":"copyright-ai","title":"Copyright and artificial intelligence","provider":"U.S. Copyright Office","category":"Policy","region":"DC","kind":"Government","url":"https://www.copyright.gov/ai/","description":"Official AI initiative and reports on digital replicas, copyrightability, and training. Read each report’s scope and status; this hub does not give an ownership determination for a particular output.","level":"Beginner","reviewed":"2026-10-11"},{"id":"ilo-ai-jobs","title":"AI and jobs: exposure versus outcomes","provider":"International Labour Organization","kind":"International research","url":"https://www.ilo.org/publications/generative-ai-and-jobs-refined-global-index-occupational-exposure","description":"A May 2025 task-based study of occupational exposure to generative AI. Exposure describes potential effects on tasks; it is not a count of realized job losses or a forecast for every worker.","category":"Risks","region":"National","level":"Beginner","reviewed":"2026-10-11"},{"id":"iea-energy-ai","title":"Energy and AI: demand and local impacts","provider":"International Energy Agency","kind":"International energy analysis","url":"https://www.iea.org/reports/energy-and-ai","description":"April 2025 analysis of electricity demand, energy supply, and AI’s possible energy-sector applications. Read estimates and projections with their assumptions; global averages do not determine local impacts.","category":"Risks","region":"National","level":"Beginner","reviewed":"2026-10-11"},{"id":"osi-open-ai","title":"Open Source AI Definition 1.0","provider":"Open Source Initiative","kind":"Standards / definition","url":"https://opensource.org/ai/open-source-ai-definition","description":"A definition covering freedoms, data information, code, and parameters. Distinguish downloadable weights from the broader open-source claim and examine the exact license.","category":"Tools & models","region":"Online","level":"Beginner","reviewed":"2026-10-11"},{"id":"ollama-faq","title":"Local and cloud model configuration","provider":"Ollama","kind":"Developer documentation","url":"https://docs.ollama.com/faq","description":"FAQ covering local/cloud behavior, hardware loading, memory, and concurrency. Check the whole application’s data path rather than assuming a local interface stays offline.","category":"Tools & models","region":"Online","level":"Beginner","reviewed":"2026-10-11"},{"id":"model-cards","title":"How to read a model card","provider":"Hugging Face","kind":"Platform documentation","url":"https://huggingface.co/docs/hub/model-cards","description":"Documentation for model information, uses, limitations, evaluation, and metadata. Read the model’s specific card and license; a card is a disclosure source rather than independent certification.","category":"Tools & models","region":"Online","level":"Beginner","reviewed":"2026-10-11"},{"id":"model-quantization","title":"Quantization and memory tradeoffs","provider":"Hugging Face","kind":"Developer documentation","url":"https://huggingface.co/docs/transformers/quantization/overview","description":"Lower-precision weights reduce memory requirements. Supported methods and hardware vary; quality and speed need task-specific testing.","category":"Tools & models","region":"Online","level":"Beginner","reviewed":"2026-10-11"},{"id":"arena-methodology","title":"What Arena rankings measure","provider":"Arena","kind":"Evaluation-platform documentation","url":"https://help.arena.ai/articles/7011479247-how-to-see-ai-rankings-in-arena-leaderboards-2-0-wip","description":"Guide to preference rankings, categories, vote counts, confidence intervals, and factuality-adjusted views. Compare the exact evaluation view and model version.","category":"Tools & models","region":"Online","level":"Beginner","reviewed":"2026-10-11"},{"id":"events-academies","title":"National Academies · event calendar","provider":"National Academies","region":"DMV","category":"Events","kind":"Calendar link","level":"Beginner","description":"Workshops and public discussions in science, engineering, health, and AI. Some committee sessions are closed; check attendance details.","url":"https://www.nationalacademies.org/events","reviewed":"2026-10-12"},{"id":"events-hopkins","title":"Johns Hopkins University · event calendar","provider":"Johns Hopkins University","region":"DMV","category":"Events","kind":"Calendar link","level":"Beginner","description":"University talks, workshops, and conferences, including AI, public policy, and health. Audience and registration restrictions vary.","url":"https://hub.jhu.edu/events/","reviewed":"2026-10-12"},{"id":"events-house","title":"House Science Committee · event calendar","provider":"House Science Committee","region":"DMV","category":"Events","kind":"Hearing calendar","level":"Beginner","description":"Official hearings and recordings on research and technology. Check the AI issue filter and confirm schedules and visitor requirements.","url":"https://science.house.gov/hearings","reviewed":"2026-10-12"},{"id":"events-senate","title":"Senate Commerce Committee · event calendar","provider":"Senate Commerce Committee","region":"DMV","category":"Events","kind":"Hearing calendar","level":"Beginner","description":"Official hearings on technology, communications, consumer protection, and science. Recent AI hearing recordings are also available.","url":"https://www.commerce.senate.gov/hearings","reviewed":"2026-10-12"},{"id":"events-nist","title":"NIST · event calendar","provider":"NIST","region":"DMV","category":"Events","kind":"Automatic feed + calendar","level":"Beginner","description":"Standards, measurement, evaluation, privacy, and security events. The automatic feed selects AI-related notices; many agency events are unrelated to AI.","url":"https://www.nist.gov/news-events/events","reviewed":"2026-10-12"},{"id":"events-nsf","title":"National Science Foundation · event calendar","provider":"National Science Foundation","region":"DMV","category":"Events","kind":"Automatic feed + calendar","level":"Beginner","description":"Research and funding webinars, office hours, and public meetings. Automatic notices come from the official NSF events RSS feed.","url":"https://www.nsf.gov/events","reviewed":"2026-10-12"},{"id":"events-smithsonian","title":"Smithsonian Institution · event calendar","provider":"Smithsonian Institution","region":"DMV","category":"Events","kind":"Calendar link","level":"Beginner","description":"Museum talks and public programs on science, technology, history, and culture. Search for AI and confirm whether a program is in person or online.","url":"https://www.si.edu/events","reviewed":"2026-10-12"},{"id":"events-american-history","title":"National Museum of American History · event calendar","provider":"National Museum of American History","region":"DMV","category":"Events","kind":"Calendar link","level":"Beginner","description":"Public programs with a history-of-technology lens. This is a general museum calendar, not a dedicated AI feed.","url":"https://americanhistory.si.edu/events/calendar","reviewed":"2026-10-12"},{"id":"events-eventbrite-dc","title":"Eventbrite · Washington, DC · event calendar","provider":"Eventbrite · Washington, DC","region":"DC","category":"Events","kind":"Discovery search","level":"Beginner","description":"Community meetups, training, and commercial conferences. Organizer-submitted listings need independent checks of venue, fees, and claims.","url":"https://www.eventbrite.com/d/dc--washington/artificial-intelligence/","reviewed":"2026-10-12"},{"id":"events-eventbrite-md","title":"Eventbrite · Maryland · event calendar","provider":"Eventbrite · Maryland","region":"Maryland","category":"Events","kind":"Discovery search","level":"Beginner","description":"Search Baltimore-area AI events, then refine the location for nearby Maryland communities. Listings are not vetted endorsements.","url":"https://www.eventbrite.com/d/md--baltimore/artificial-intelligence/","reviewed":"2026-10-12"},{"id":"events-eventbrite-va","title":"Eventbrite · Northern Virginia · event calendar","provider":"Eventbrite · Northern Virginia","region":"Virginia","category":"Events","kind":"Discovery search","level":"Beginner","description":"Search Arlington-area AI events and expand to nearby Northern Virginia. Verify the organizer and delivery format before registering.","url":"https://www.eventbrite.com/d/va--arlington/artificial-intelligence/","reviewed":"2026-10-12"},{"id":"nist-ai-playbook","title":"AI Risk Management Framework Playbook","provider":"NIST","category":"Risks","region":"Maryland","kind":"Government / voluntary guidance","level":"Intermediate","url":"https://airc.nist.gov/airmf-resources/playbook/","description":"Suggested actions organized around Govern, Map, Measure, and Manage. Use the relevant suggestions for your situation; this is not a mandatory checklist. NIST plans an update after the framework revision.","reviewed":"2026-10-13"},{"id":"nist-ai-resource-center","title":"AI Resource Center (AIRC)","provider":"NIST","category":"Learn","region":"Maryland","kind":"Government / resource hub","level":"Beginner","url":"https://airc.nist.gov/","description":"A starting point for NIST risk guidance, glossary, technical reports, evaluation resources, use cases, and the Generative AI Profile. Source labels and versions matter when applying the guidance.","reviewed":"2026-10-13"}]