GovAI Summit SLED 2024
2024-08-08
Reston, United States
| title | author | length |
|---|---|---|
| AI Automation in Scanning Electron Microscopy | Jeffrey Mahesh, Beju Rao | 11m |
Scanning electron microscopy workflow is automated to predict image detection time using XGBoost regression on a dataset from three samples with measured… | ||
| Policy Implications of AI in Governance | Caleb Williamson | 05m |
State legislators introduce over 400 state bills touching AI this session, with about 90 study commissions or task forces created to gather stakeholders. A… | ||
| AI for Government Efficiency with ChatGPT: From Hype to Reality | Felipe Millon, Adam Taha | 36m |
Live demos show ChatGPT Enterprise and APIs writing and executing Python notebooks to analyze 27,000-flight CSVs, turning a whiteboard photo into a dashboard… | ||
| Safeguarding AI: How to Manage AI and its Potential Risks | Beju Rao, Michael Cannon, Wes Chaar | 26m |
Covers concrete failures and fixes: the 2019 Goldman Sachs Apple Card bias episode and an Air Canada chatbot hallucination that cost arbitration awards, the… | ||
| Transforming State & Local Gov & Education with AI Powered Apps | Sachin Sinha, Holly Hartell | 33m |
County IT started the work 4–5 years ago with an Ava 4.5-year pilot that answered high-volume service questions and now plans an Ava 2.0 roadmap integrating… | ||
| NeuroAssist: Enhancing Cognition Computer Synergy with Adaptive AI & Enhance Neural Decoding | Vishwa Makesh | 09m |
Project builds a real-time BCI pipeline that classifies motor imagery from scalp EEG using reinforcement learning with DQ networks integrated with 1D CNN +… | ||
| AI Powered Policing Enhancing Public and Cyber Security | Glenn Remsen | 24m |
Richland County Sheriff's Department runs a Critical Infrastructure Protection Unit that exists 8 years with a multidisciplinary roster of about 12 personnel… | ||
| AI Based Patent Search For Chemical Compound & Drug Discovery | Beju Rao, Aiden Raoufinia | 11m |
Builds an AI pipeline that codifies chemical formulas into embeddings and scores probability of patent infringement against databases from USPTO Google Chem… | ||
| Transforming Citizen Services with AI Insights from DC 311 | Yasser El-Haggan, Cynthia Romero | 19m |
DC 311 moves about 60 contact centers to the cloud with a 10‑engineer team and implements Amazon Connect plus contact lens to auto‑summarize calls, auto‑score… | ||
| Adversarial AI: Why it Matters Now | Amy Henninger | 22m |
DHS S&T treats adversarial AI as an immediate, practical threat distinct from traditional cyber, focusing on concrete vectors: evasion attacks that use… | ||
| Generative AI Agents: How they Work and How to Build One | Michael Yee | 38m |
Argues that purpose-built agents can autonomously do real tasks and demonstrates a LinkedIn ghost‑writing agent that scrapes news via Brave News API, embeds… | ||
| Preparing State and Local Government Workforces for AI Adoption | Michelle Lentz | 20m |
Argues that state and local governments must do a skills assessment, change management and pilot rollouts now, citing tools used end-to-end: Claude for… | ||
| Panel: Ethics and Regulations in AI Governance | Caleb Williamson, Michelle Maldonado, Traci Lee, Tatiana Rice | 25m |
Overview of concrete outcomes and tools: a state passes Virginia Online Child Data Privacy Protection Act and advances an algorithmic discrimination bill to… | ||
| Minimally Invasive Neural Implants: Role of AI | Anjali Addagarla | 11m |
Research presents grain‑of‑sand neural dust devices that record local brain signals and deliver targeted stimulation for epilepsy, Parkinson’s, dementia and… | ||
| Resilience Strategies for Cybersecurity in Government | Amy Henninger, Bill Jewell, Michael Cannon | 31m |
Overview of concrete resilience steps: states require breach reporting (often within 48 hours to the Attorney General), Virginia mandates post-election audits… | ||
| Harnessing GenAI to Strengthen Resource Allocation & Budget Buy In | Nichole Hyter, Riya Jung | 32m |
A production-focused prototype called AERA prototype connects a tuned LLM to the Next Generation Resource Management System and helps draft budget… | ||
| Enhancing Object Detection & Avoidance Systems for Robots in Challenging Environments Using AI | Ayaan Khan, Matthew Nguyen | 13m |
Researchers adapt off‑the‑shelf sensors and models—Intel RealSense, MK r-c—to improve robot detection in fog, rain and low light, training on synthetic terrain… | ||
| Ethical AI Development: Leveraging Human Centered Design for Inclusive and Trustworthy Solutions | Thelma Van | 54m |
A four-part, human-centered framework claims to cut common failure modes—unclear objectives, poor process integration, bad data—by starting with pain… | ||
| How US Army is Leveraging ML &AI | Jason Spalding | 31m |
Describes turning simple tools into operational systems: uses a wedding registry with MFA and a JURA/SkyBlue backend to authenticate donors and track roughly… | ||
| Referral Management for Population Health | Dhruv Bejugam, Arjun Kumar, Sathvik Verma, Ashmitha Padma, Shuarya Sharma | 11m |
An AI system intercepts incoming fax and PDF referrals, extracts structured fields with a PDF extraction pipeline, classifies new versus existing patients… | ||
| From Socrates to Siri: Embracing AI in Education as an Ally | Brittany Bernard | 20m |
District plan names specific tools and limits access: staff get Microsoft co-pilot now while students use Canva Magic Media and Adobe Firefly for projects and… | ||
| Empowering Students and Teachers AI's Role in Personalized Learning and Career Readiness | Brittany Bernard, Shiron Lindsay, Monica VanHusen | 29m |
Districts describe concrete steps: an AI guidance playbook built by an 80-person task force, monthly review meetings, and pilot programs planned this fall… | ||
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