Difference between revisions of "Defense"
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* [[Nanobots#Nanobots in Defense | Nanobots in Defense]] | * [[Nanobots#Nanobots in Defense | Nanobots in Defense]] | ||
* [[Risk, Compliance and Regulation]] ... [[Ethics]] ... [[Privacy]] ... [[Law]] ... [[AI Governance]] ... [[AI Verification and Validation]] | * [[Risk, Compliance and Regulation]] ... [[Ethics]] ... [[Privacy]] ... [[Law]] ... [[AI Governance]] ... [[AI Verification and Validation]] | ||
| + | * [[Joint Capabilities Integration and Development System (JCIDS)]] ...[https://acqnotes.com/acqnote/acquisitions/jcids-overview AcqNotes] | ||
| + | * [[Embedding]]: [[Agents#AI-Powered Search|Search]] ... [[Clustering]] ... [[Recommendation]] ... [[Anomaly Detection]] ... [[Classification]] ... [[Dimensional Reduction]] ... [[...find outliers]] | ||
| + | * [[Defenses Against Adversarial Attacks]] | ||
| + | * [[Symbiotic Intelligence]] ... [[Bio-inspired Computing]] ... [[Neuroscience]] ... [[Connecting Brains]] ... [[Nanobots#Brain Interface using AI and Nanobots|Nanobots]] ... [[Molecular Artificial Intelligence (AI)|Molecular]] ... [[Neuromorphic Computing|Neuromorphic]] ... [[Evolutionary Computation / Genetic Algorithms| Evolutionary/Genetic]] | ||
| + | * [[Telecommunications]] ... [[Computer Networks]] ... [[Telecommunications#5G|5G]] ... [[Satellite#Satellite Communications|Satellite Communications]] ... [[Quantum#Quantum Internet / Communications|Quantum Internet]] ... [[Agents#Communication | Agents]] ... [[AI Generated Broadcast Content|AI Broadcast; Radio, Stream, TV]] | ||
| + | * [[Time#Assured-Positioning, Navigation and Timing (A-PNT)| Assured-Positioning, Navigation and Timing (A-PNT)]] | ||
| + | * [[Development]] ... [[Notebooks]] ... [[Development#AI Pair Programming Tools|AI Pair Programming]] ... [[Codeless Options, Code Generators, Drag n' Drop|Codeless, Generators, Drag n' Drop]] ... [[Algorithm Administration#AIOps/MLOps|AIOps/MLOps]] ... [[Platforms: AI/Machine Learning as a Service (AIaaS/MLaaS)|AIaaS/MLaaS]] | ||
* Strategy: | * Strategy: | ||
** [https://www.defense.gov/Newsroom/Releases/Release/Article/2091996/dod-adopts-ethical-principles-for-artificial-intelligence/ DOD Adopts Ethical Principles for Artificial Intelligence] Feb 24, 2020 | ** [https://www.defense.gov/Newsroom/Releases/Release/Article/2091996/dod-adopts-ethical-principles-for-artificial-intelligence/ DOD Adopts Ethical Principles for Artificial Intelligence] Feb 24, 2020 | ||
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** [https://acqnotes.com/wp-content/uploads/2014/09/2015-National-Military-Strategy.pdf National Military Strategy (NMS) (pdf) 2015] ...[https://acqnotes.com/acqnote/acquisitions/national-military-strategy-nms AcqNotes] ...[https://en.wikipedia.org/wiki/National_Military_Strategy_(United_States) Wikipedia] | ** [https://acqnotes.com/wp-content/uploads/2014/09/2015-National-Military-Strategy.pdf National Military Strategy (NMS) (pdf) 2015] ...[https://acqnotes.com/acqnote/acquisitions/national-military-strategy-nms AcqNotes] ...[https://en.wikipedia.org/wiki/National_Military_Strategy_(United_States) Wikipedia] | ||
** [https://acqnotes.com/acqnote/acquisitions/defense-planning-guidance-dpg Defense Planning Guidance (DPG) AcqNotes] ...in the form of goals, priorities, and objectives, including fiscal constraints, for the [[development]] of each Military Departments [https://acqnotes.com/acqnote/acquisitions/program-objective-memorandum-pom Program Objective Memorandum (POM)] and [https://acqnotes.com/acqnote/acquisitions/budget-estimate-submission-bes Budget Estimate Submissions (BES)]. ...[https://www.hsdl.org/?view&did=834722 Budget] | ** [https://acqnotes.com/acqnote/acquisitions/defense-planning-guidance-dpg Defense Planning Guidance (DPG) AcqNotes] ...in the form of goals, priorities, and objectives, including fiscal constraints, for the [[development]] of each Military Departments [https://acqnotes.com/acqnote/acquisitions/program-objective-memorandum-pom Program Objective Memorandum (POM)] and [https://acqnotes.com/acqnote/acquisitions/budget-estimate-submission-bes Budget Estimate Submissions (BES)]. ...[https://www.hsdl.org/?view&did=834722 Budget] | ||
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* [https://publicaccess.dtic.mil/padf_public/#/simpleSearch DOD and ODNI/IARPA] public search | * [https://publicaccess.dtic.mil/padf_public/#/simpleSearch DOD and ODNI/IARPA] public search | ||
* [https://en.wikipedia.org/wiki/Artificial_intelligence_arms_race Artificial intelligence Arms Race | Wikipedia] | * [https://en.wikipedia.org/wiki/Artificial_intelligence_arms_race Artificial intelligence Arms Race | Wikipedia] | ||
Revision as of 10:11, 10 July 2023
YouTube ... Quora ...Google search ...Google News ...Bing News
- Cybersecurity ... OSINT ... Frameworks ... References ... Offense ... NIST ... DHS ... Screening ... Law Enforcement ... Government ... Defense ... Lifecycle Integration ... Products ... Evaluating
- Case Studies
- Quantum Radar
- Nanobots in Defense
- Risk, Compliance and Regulation ... Ethics ... Privacy ... Law ... AI Governance ... AI Verification and Validation
- Joint Capabilities Integration and Development System (JCIDS) ...AcqNotes
- Embedding: Search ... Clustering ... Recommendation ... Anomaly Detection ... Classification ... Dimensional Reduction ... ...find outliers
- Defenses Against Adversarial Attacks
- Symbiotic Intelligence ... Bio-inspired Computing ... Neuroscience ... Connecting Brains ... Nanobots ... Molecular ... Neuromorphic ... Evolutionary/Genetic
- Telecommunications ... Computer Networks ... 5G ... Satellite Communications ... Quantum Internet ... Agents ... AI Broadcast; Radio, Stream, TV
- Assured-Positioning, Navigation and Timing (A-PNT)
- Development ... Notebooks ... AI Pair Programming ... Codeless, Generators, Drag n' Drop ... AIOps/MLOps ... AIaaS/MLaaS
- Strategy:
- DOD Adopts Ethical Principles for Artificial Intelligence Feb 24, 2020
- Executive Summary: DoD Data Strategy, Unleashing Data to Advance the National Defense Strategy Deputy Secretary of Defense David Norquist, in the foreword to the strategy, said the success of DOD’s efforts to adopt technologies like artificial intelligence and 5G depends on data. Sep 30, 2020
- Defense Science Board
- National Security Strategy (NSS) (pdf) 2017 ...AcqNotes ...Wikipedia
- Defense Innovation Board (DIB)
- National Defense Strategy (NDS) (pdf) 2018 ...Spotlight...AcqNotes ...Wikipedia
- National Military Strategy (NMS) (pdf) 2015 ...AcqNotes ...Wikipedia
- Defense Planning Guidance (DPG) AcqNotes ...in the form of goals, priorities, and objectives, including fiscal constraints, for the development of each Military Departments Program Objective Memorandum (POM) and Budget Estimate Submissions (BES). ...Budget
- DOD and ODNI/IARPA public search
- Artificial intelligence Arms Race | Wikipedia
- Request for Information: Data Science in The Operations Center (OC) | Department of Air Force, Air Force Materiel Command, AFRL - Rome Research Site, AFRL/Information Directorate - beta.SAM.gov ...The Air Force is interested in novel methods to develop a work bench, work flow, or ecosystem that enables rapid integration of new data for use in operations centers and brings it to bear on mission directives to improve the efficiency and accuracy of operations See OODA Loop
- Warfighter Mission Area Architecture Federation and Integration Portal (WMAAFIP) | National Information Exchange Model (NIEM)
- AEGIS Virtual Twin system
- United States Government Glossary of Interagency and Associated Terms ...DOD Dictionary of Military and Associated Terms
- There's No Turning Back on AI in the Military | Will Roper; Air Force and Space Force acquisition executive -Wired ... In the digital arms race with China, the only thing worse than fearing AI itself is the fear of not having it at all.
- This Air Force Targeting AI Thought It Had a 90% Success Rate. It Was More Like 25% | Patrick Tucker - Defense One oo little of the right kind of data can throw off target algorithms. But try telling the algorithm that.
- Pentagon to reshuffle leadership roles for AI, data, digital services | Jared Serbu - Federal News Network a new post called the Chief Digital and Artificial Intelligence Officer (CDAO) leading the Joint Artificial Intelligence Center (JAIC), the Defense Digital Service (DDS), and the Chief Data Office (CDO)
- US Woos Other Nations for Military-AI Ethics Pact | Patrick Tucker - Defense One
- Palantir shows off an AI that can go to war | Andrew Tarantola - Engadget ... The system aims to serve as an 'ethical' and 'legal' veneer for future military automation efforts. ... Palantir
- SOCOM acquisition chief: AI will be ‘key to every single thing’ | Lee Ferran - Breaking Defense ... AI might be able to help synthesize data for commanders — long a goal of the military’s various JADC2 efforts
- The Defense Department Now Has GPT-4 Thanks to Microsoft | The Defense Department Now Has GPT-4 Thanks to Microsoft - Vice ... will now offer U.S. government departments access to its artificial intelligence models, such as OpenAI's GPT-4.
Data will be the fuel and the engine for everything the Defense Department has to do to bring intelligence and operations together, DOD's chief information officer told CIOs and technology leaders from across the department in a virtual global town hall meeting.
Dana Deasy said during the Aug. 12 event that quality data that is secure will also help to enable the development of artificial intelligence. With AI, humans and machines are going to collaborate effectively and efficiently in an ethical manner, Deasy said, lauding the progress being made by the Joint Artificial Intelligence Center's work over the last 18 months. DOD Leaders Provide Digital Modernization Updates | David Vergun - DOD News
Contents
AI Opportunities
- Artificial Intelligence | C4ISRNet
- Op-ed: Hyperwar is coming. America needs to bring AI into the fight to win — with caution | John Allen and Darrell West - Brookings Institution
- How the Army plans to revolutionize tanks with artificial intelligence | Nathan Strout - C4ISRnet ...integrates new sensor, AI and network capabilities to transform the battlefield
- The AI Company Helping the Pentagon Assess Disinfo Campaigns | Will Knight - Wired ...Primer can quickly sort through hundreds of sources to identify, say, Russian interference in Azerbaijan. It sells its tech to Walmart too.
- Pentagon’s Top AI Official Addresses ChatGPT’s Possible Benefits, Risks | Stew Magnuson - National Defense ... “There’s a lot of good there in terms of how we can utilize large language models like it to disrupt critical functions across the department,” Kimberly Sablon, principal director for trusted AI and autonomy in the office of the undersecretary of defense for research and engineering. Sablon noted that the Pentagon has made its own strides in the Deep Reinforcement Learning (DRL) reinforcement learning realm.
To enable this change, the Department is adopting new technologies as part of its Digital Modernization program - from automation to Artificial Intelligence (Al) to 5G-enabled edge devices. ...Artificial Intelligence (AI) is a long-term data competency grounded in high-quality training quality datasets (TQD) that are the pieces of information and associated labels used to build algorithmic models. TQD and the algorithmic models will increasingly become DoD’s most valuable digital assets. As DoD modernizes and integrates AI technologies into joint warfighting, generating DoD-wide visibility of and access to these digital assets will be vital in an era of algorithmic warfare. We must also understand that our competitors gain advantage if these assets become compromised. ... modern governance framework for managing the lifecycle of the algorithm models and associated data that provides protected visibility and responsible brokerage of these digital assets. DoD Data Strategy
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US Defense Advanced Research Projects Agency (DARPA)
Youtube search... ...Google search ...Google News
- Quantum Sensors in Navigation
- AI Next Campaign | DARPA
- If DARPA Has Its Way, AI Will Rule the Wireless Spectrum | Paul Tilghman
- The DARPA Spectrum Collaboration Challenge (SC2) ensure that the exponentially growing number of military and civilian wireless devices will have full access to the increasingly crowded electromagnetic spectrum.
- DARPA Homepage
DARPA continues to lead innovation in AI research as it funds a broad portfolio of R&D programs, ranging from basic research to advanced technology development. DARPA believes this future, where systems are capable of acquiring new knowledge through generative contextual and explanatory models, will be realized upon the development and application of “Third Wave” AI technologies. DARPA announced in September 2018 a multi-year investment of more than $2 billion in new and existing programs called the “AI Next” campaign. Key areas of the campaign include automating critical DoD business processes, such as security clearance vetting or accrediting software systems for operational deployment; improving the robustness and reliability of AI systems; enhancing the security and resiliency of machine learning and AI technologies; reducing power, data, and performance inefficiencies; and pioneering the next generation of AI algorithms and applications, such as “explainability” and common sense reasoning. AI Next Campaign | DARPA
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Dogfight
Youtube search... ...Google search
- Virtual fighter jets powered by AI are battling for the chance to duel a human | Rob Verger - Popular Science ... algorithms are competing in simulated showdowns that hint at the future of aviation.
- The Rise of A.I. Fighter Pilots | Sue Halpern - The New Yorker Artificial intelligence is being taught to fly warplanes. Can the technology be trusted?
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Project Maven
- DoD uses Google's machine learning tools to analyze drone surveillance footage ...Google is providing TensorFlow APIs that can assist in object recognition to the Pentagon for Project Maven, which aims to leverage AI to increase drone effectiveness.
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Chief Digital and Artificial Intelligence Office (CDAO)
YouTube ... Quora ...Google search ...Google News ...Bing News ...CDAO +ai News
- Chief Digital and Artificial Intelligence Office (CDAO) homepage
- DoD Spotlight: Artificial Intelligence
- Ethics
- Lawmakers want Joint AI Center directly under deputy secretary of Defense | Jackson Barnett - Fedscoop
- With $106M contract, JAIC takes major step building central AI platform for DOD | Jackson Barnett - Fedscoop ...Joint Common Foundation (JCF) AI development cloud platform, a platform-as-a-service (PaaS), Joint Enterprise Defense Infrastructure (JEDI) ready
- JAIC’s Joint Common Foundation (JCF) is ready to accelerate AI across DoD | Jory Heckman The JCF is a DevSecOps platform led by the JAIC that looks to lower the barriers to AI adoption by providing a secure testbed where users can share data sets, training data and algorithms across DoD components.
- How the Pentagon’s JAIC Says It’s Prioritizing Ethics In Its AI-Driven Pursuits | Brandi Vincent - Nextgov
- AI Algorithms Could Rapidly Deploy to the Battlefield Under New Initiative | Brandi Vincent - Nextgov
The Department of Defense’s Chief Digital and Artificial Intelligence Office (CDAO) is the senior official responsible for the acceleration of the DoD’s adoption of data, analytics, and AI to generate decision advantage across, from the boardroom to the battlefield. Stood up in February 2022 by integrating the Joint Artificial Intelligence Center (JAIC), Defense Digital Services (DDS), the Chief Data Officer, and the enterprise platform Advana into one organization, the CDAO is building a strong foundation for data, analytic, and AI-enabled capabilities to be developed and fielded at scale. Part of this foundation is ensuring the Department has the necessary people, platforms, and processes needed to continuously provide business leaders and warfighters with agile solutions.
The CDAO will perform several critical functions in close coordination with the Services, Joint Staff, CIO, USD (R&E), and other digital leaders:
- Lead the Department’s strategy and policy on data, analytics, and AI adoption, as well as govern and oversee efforts across the Department.
- Enable the development of digital and AI-enabled solutions across the Department, while also selectively scaling proven solutions for enterprise and joint use cases.
- Provide a sophisticated cadre of technical experts that serve as a de facto data and digital response force able to address urgent crises and emerging challenges with state of the art digital solutions.
The CDAO’s functions reflect the rising strategic value of information to decision-making and advanced capabilities from the boardroom to the battlefield. The CDAO’s form reflects the leadership the Department needs to accelerate its progress in harnessing information within a rapidly changing technology landscape.
The CDAO achieved full operating capability on 1 June 2022 and is expected to have an immediate impact by providing several concrete deliverables this year.
- Review and more tightly integrate the Department’s policy, strategy, and governance of data, analytics, AI, to include an integrated Data, Analytics and AI Strategy as well as maturing a Responsible AI Ecosystem.
- Provide the enterprise-level infrastructure and services that enable efforts to advance adoption of data, analytics, and AI, to include an expanded and more accessible enterprise data repository and data catalogue with designated authoritative data sources, common data models for enterprise and joint use cases, as well associated coding and algorithms to serve as a “public good” as Department stakeholders put data on the offensive.
- Solve and scale enterprise and joint use cases, including executive analytics to measure progress on implementation of the forthcoming 2022 National Defense Strategy, a common operational picture for Combatant Commanders from the operational to the strategic level as part of the Advancing Data and AI (ADA) initiative, and better tools and analytics to assist the Department’s senior leaders and Combatant Commanders with dynamic campaigning.
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US Defense Information Systems Agency (DISA)
Youtube search... ...Google search ...Google News
- DISA Issues AI Test & Evaluation Tech, Support RFI | Matthew Nelson - GovConWire
- DISA Seeks AI-Based Solution to Cyberattacks | Katie Malone - MeriTalk
- DISA plans for more Other Transaction Authority (OTAs) after early successes | Billy Mitchell - FedScoop ...The contracts will focus on assured identity on iOS devices; machine learning and artificial intelligence to bolster cybersecurity; and an evolution of the military’s joint situational awareness system, dubbed the Global Command and Control System-Joint Enterprise (GCCS-JE).
- DISA homepage ... DISAWERX
- Virtualization - Dynamic Spectrum Sharing (DSS)
- DISA wants ideas on dynamic spectrum sharing | Lauren C. Williams - GCN ...solutions that could speed spectrum sharing capabilities, what the legal and national security challenges are and what is involved in owning and operating an independent domestic 5G network
- Software-Defined Enterprise (SDE) / Software-Defined Networking (SDN) / Software-defined Wide Area Network (SD-WAN)
- Why DISA Has Embraced SDN for the Pentagon | Phil Goldstein FedTech ...Software-Defined Networking (SDN) makes it easier to provision networks for the Defense Department and also enhances network security.
- DISA takes inspiration from commercial environment for network modernization | Amelia Brust - Federal News Network
- DISA Services and Capabilities Catalog
- How does DISA evaluate new service and capability requirements? | DISA ...Requirements and Analysis Office (RAO) facilitates the requirements management process by conducting a business case analysis, technical exploration and validation, market research, return on investment calculations, and portfolio governance.
THE DISA VISION: To be the trusted provider to connect and protect the warfighter in cyberspace.
Implement AI and machine learning (ML) to support the cyber defenders in identifying malicious actors through the automated analysis of cyber sensors, threat indicators, and system outputs. As the AI/ML program matures, we are closer to systems fighting systems, reducing workhours invested. This consistent environment facilitates global shared workflow and integrated operations between global, regional, and mission partner commands. DISA Strategic Plan 2019-2022
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Responsible Artificial Intelligence in the Military (REAIM)
Youtube search... ...Google search ...Google News
- REAIM 2023 Call to Action ... Government representatives meeting at the REAIM summit have agreed a joint call to action on the responsible development, deployment and use of artificial intelligence (AI) in the military domain.
- New Rules for Military AI | Andrew Ng, The Batch - DeepLearning.AI
Azure Government Top Secret
Youtube search... ...Google search ...Google News
- Azure Government Top Secret now generally available for US national security missions -Microsoft ... serves the national security mission and empowers leaders across the Intelligence Community (IC), Department of Defense (DoD), and Federal Civilian agencies to innovate securely wherever the mission requires and at all data classifications, with a continuum of technology from on-premises to cloud to the tactical edge. ... to enable data fusion across a diverse range of data sources, we’ve built a solution accelerator called Multi-INT enabled discovery (MINTED) that leverages raw data and metadata as provided and enriches the data with machine learning techniques. These techniques are either pre-trained or unsupervised, providing a no-touch output as a catalyst for any analytic workflow. This becomes useful for many initial triage scenarios, such as forensics, where an analyst is given an enormous amount of data and few clues as to what’s important.
- Accredited for Azure Government Secret: Azure Stack Hub, Azure Stack Edge, Azure Data Box | Microsoft ... announcing the Department of Defense (DoD) Impact Level 6 (IL6) accreditation for Azure Government Secret of several mission-critical device services for Azure Stack Hub, Azure Stack Edge, and Azure Data Box.
Movies
Youtube search... ...Google search