Research Curation Daemon

Episode 023: AI Primer

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Episode Description

AI Primer

This professional primer serves as a foundational guide to artificial intelligence for individuals in business and leadership roles. The text clarifies essential terminology, ranging from the mechanics of Large Language Models and tokens to the practical art of prompt engineering. It distinguishes between generative AI, which creates content, and agentic AI, which autonomously executes multi-step workflows. Furthermore, the source introduces advanced concepts like Retrieval-Augmented Generation for data accuracy and the Model Context Protocol for standardized tool integration. By emphasizing the importance of human oversight and the pursuit of Artificial General Intelligence, the guide provides a framework for making informed strategic decisions. Ultimately, these excerpts equip readers to navigate a rapidly evolving technological landscape with technical literacy and ethical awareness.

Curated Research Insights

AI Research, Hardware, and Governance

  • AMD and Meta Announce Gigawatt-Scale AI Infrastructure Partnership
    • Source: AMD Press Release, Feb 24, 2026
    • Credibility: Tier 3
    • Link: https://www.amd.com/en/newsroom/press-releases/2026-2-24-amd-and-meta-announce-expanded-strategic-partnersh.html
    • Microsoft, AWS, and NVIDIA Unveil Next-Generation AI Accelerators
      • Sources: Microsoft Blog, Jan 26, 2026; NVIDIA Blog (CES 2026); Industry Analysis
      • Credibility: Tier 3/Tier 4
      • Links: https://blogs.microsoft.com/blog/2026/01/26/maia-200-the-ai-accelerator-built-for-inference/ | https://blogs.nvidia.com/blog/2026-ces-special-presentation/ | https://bigdatasupply.com/leading-ai-hardware-companies/
      • TSMC Begins Production on Advanced Process Nodes for AI Workloads
        • Source: Industry Analysis, 2026
        • Credibility: Tier 4
        • Link: https://bigdatasupply.com/leading-ai-hardware-companies/
        • NIST Launches AI Agent Standards Initiative
          • Source: NIST News, Feb 2026
          • Credibility: Tier 2
          • Link: https://www.nist.gov/news-events/news/2026/02/announcing-ai-agent-standards-initiative-interoperable-and-secure
          • NIST Integrates AI Governance with Cybersecurity Framework
            • Source: Goodwin Law Analysis, Dec 2025
            • Credibility: Tier 4
            • Link: https://www.goodwinlaw.com/en/insights/publications/2026/01/alerts-otherindustries-ai-risk-meets-cyber-governance
            • Pacific Gas and Electric Deploys First Commercial Generative AI at US Nuclear Plant
              • Source: Electric Perspectives, 2024
              • Credibility: Tier 4
              • Link: https://www.electricperspectives.com/pge-deploys-first-commercial-generative-ai-tool-for-nuclear-energy/
              • Researchers Achieve State-of-the-Art Multimodal Performance with Data-Efficient Training
                • Source: arXiv Preprint, Jan 2026
                • Credibility: Tier 2
                • Link: https://arxiv.org/html/2601.19325v1
                • OpenAI Releases Specialized Coding Model with Fifteen Times Faster Generation
                  • Source: OpenAI Release Notes, Feb 5, 2026
                  • Credibility: Tier 3
                  • Link: https://help.openai.com/en/articles/9624314-model-release-notes

                    • Cloud and Infrastructure

                    • AWS Launches Major AI and Infrastructure Updates
                      • Source: AWS Weekly Roundup, Feb 23, 2026
                      • Credibility: Tier 3
                      • Link: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-claude-sonnet-4-6-in-amazon-bedrock-kiro-in-govcloud-regions-new-agent-plugins-and-more-february-23-2026/
                      • AWS Quietly Raises GPU Prices 15%
                        • Source: The Register, Jan 4, 2026
                        • Credibility: Tier 4
                        • Link: https://www.theregister.com/2026/01/05/aws_price_increase/
                        • Critical Remote Code Execution Flaw Found in Amazon SageMaker
                          • Sources: SentinelOne; NVD, Jan 2026
                          • Credibility: Tier 1/Tier 3
                          • Links: https://www.sentinelone.com/vulnerability-database/cve-2026-1777/ | https://nvd.nist.gov/vuln/detail/CVE-2026-1778
                          • AWS Supply Chain Vulnerability Exposed Company’s Own Repositories
                            • Source: The Hacker News, Jan 2026 (fixed Sep 2025)
                            • Credibility: Tier 4
                            • Link: https://thehackernews.com/2026/01/aws-codebuild-misconfiguration-exposed.html
                            • PG&E’s Data Center Pipeline Doubles to 10 Gigawatts
                              • Sources: PG&E IR; Utility Dive; Equinix SV12 Jan 2026
                              • Credibility: Tier 3/Tier 4
                              • Links: https://investor.pgecorp.com/news-events/press-releases/press-release-details/2025/PGE-Data-Center-Demand-Pipeline-Swells-to-10-Gigawatts-with-Potential-to-Unlock-Billions-in-Benefits-for-California/ | https://www.utilitydive.com/news/data-center-growth-has-helped-pge-cut-rates-11-since-2024-ceo-says/812230/
                              • PG&E Leads Utility Digital Transformation
                                • Sources: Microsoft; SailPoint, 2024–2025
                                • Credibility: Tier 3
                                • Links: https://partner.microsoft.com/hu-hu/case-studies/cognizant2 | https://www.sailpoint.com/blog/legacy-to-modern-replacing-legacy-identity-at-pge
                                • EU AI Act Enforcement Brings 7% Revenue Penalties
                                  • Sources: Wiz; ClearDATA; CyberArk, 2025–2026
                                  • Credibility: Tier 3
                                  • Links: https://www.wiz.io/academy/ai-security/ai-compliance | https://cspm.cleardata.com/2026-compliance-changes-guide | https://www.cyberark.com/resources/hybrid-and-multi-cloud-security/2026-playbook-identity-security-and-cloud-compliance
                                  • Cloud Sustainability Becomes Mandatory Procurement Criterion
                                    • Sources: TechUK; DataBank; ACM Interactions; supporting research
                                    • Credibility: Tier 2/Tier 3/Tier 4
                                    • Links: https://www.techuk.org/resource/the-path-to-a-sustainable-future-for-cloud-computing.html | https://www.databank.com/resources/blogs/five-sustainability-trends-that-will-define-data-centers-in-2026/ | https://interactions.acm.org/archive/view/january-february-2026/people-want-more-sustainable-clouds.-will-cloud-providers-deliver

                                      • GridTech and Energy Infrastructure

                                      • EVgo Deploys Nearly 100 NACS Stalls Across 22 Cities
                                        • Source: EVgo, Jan 2026
                                        • Credibility: Tier 3
                                        • Link: https://www.evgo.com/press-release/evgo-races-ahead-on-nacs-with-nearly-100-stalls-live-today-hundreds-more-coming-in-2026/
                                        • UK Mandates Vehicle-to-Grid for Commercial Chargers
                                          • Source: Versinetic, Mar 2025
                                          • Credibility: Tier 3
                                          • Link: https://www.versinetic.com/news-blog/ev-charging-infrastructure-2026-trends/
                                          • California Shows 37% Charging Access Gap in Disadvantaged Communities
                                            • Source: California Energy Commission, 2026
                                            • Credibility: Tier 2
                                            • Link: https://www.energy.ca.gov/publications/2026/access-public-near-home-charging-among-electric-vehicles-without-home-charging
                                            • PG&E Deploys AI Weather Models for Storm Response
                                              • Source: PG&E IR, Feb 2026
                                              • Credibility: Tier 3
                                              • Link: https://investor.pgecorp.com/news-events/press-releases/press-release-details/2026/Ahead-of-Winter-Storm-PGE-Mobilizes-Crews-Pre-positions-Resources-to-Support-Safe-Efficient-Response/default.aspx
                                              • PG&E Plans 1,077 Miles of Powerline Undergrounding
                                                • Source: PR Newswire, 2024
                                                • Credibility: Tier 4
                                                • Link: https://www.prnewswire.com/news-releases/three-year-wildfire-mitigation-plan-builds-upon-proven-layers-of-protection-includes-nearly-1-100-miles-of-undergrounding-and-further-integration-of-new-technologies-302422274.html
                                                • US Plans Record 24.3 GW Battery Storage for 2026
                                                  • Source: Energy Storage News, Feb 26, 2026
                                                  • Credibility: Tier 4
                                                  • Link: https://www.ess-news.com/2026/02/26/new-us-battery-capacity-in-2026-24-3-gw-of-new-battery-storage-to-come-online/
                                                  • Poland Power Grid Hit by Distributed Energy Cyberattack
                                                    • Source: Dragos, Dec 29, 2025
                                                    • Credibility: Tier 3
                                                    • Link: https://www.dragos.com/blog/poland-power-grid-attack-electrum-targets-distributed-energy-2025
                                                    • Battery Storage Costs Drop 61% as Growth Hits 31% Annually
                                                      • Source: ING Research, 2024
                                                      • Credibility: Tier 4
                                                      • Link: https://think.ing.com/articles/renewables-outlook-2026-growth-driven-by-shifting-priorities/

                                                        • SCADA/ICS Security

                                                        • Nation-State Groups Intensify Custom ICS Attack Tools
                                                          • Source: Claroty, 2026
                                                          • Credibility: Tier 3
                                                          • Link: https://claroty.com/blog/cybersecurity-dictionary-industrial-control-systems-ics-security
                                                          • Industrial Control System Market Reaches $20.55 Billion
                                                            • Source: Research and Markets, Dec 2025
                                                            • Credibility: Tier 4
                                                            • Link: https://www.researchandmarkets.com/reports/5239599/industrial-control-systems-security-market
                                                            • Dual IT-OT Attacks Average $4.56M in Damages
                                                              • Source: Industrial Cyber, Dec 2025
                                                              • Credibility: Tier 4
                                                              • Link: https://industrialcyber.co/features/industrial-cisos-redefine-influence-in-2026-as-production-risk-budget-control-and-boardroom-trust-collide/
                                                              • 670 OT Vulnerabilities Disclosed in H1 2025
                                                                • Source: Industrial Cyber, Dec 2025
                                                                • Credibility: Tier 4
                                                                • Link: https://industrialcyber.co/features/industrial-cisos-redefine-influence-in-2026-as-production-risk-budget-control-and-boardroom-trust-collide/
                                                                • Risk-Based Segmentation Replaces Device-Type Grouping
                                                                  • Source: Elisity, 2026
                                                                  • Credibility: Tier 3
                                                                  • Link: https://www.elisity.com/blog/ai-agents-ot-security-s4x26-insights
                                                                  • Secure Remote Access Becomes Control Plane for ICS Networks
                                                                    • Source: Xona Systems, 2026
                                                                    • Credibility: Tier 3
                                                                    • Link: https://www.xonasystems.com/press/2026-predictions-secure-remote-access-becomes-the-control-plane-for-industrial-cybersecurity/
                                                                    • Poland Thwarts Russian Attack on Distributed Energy Resources
                                                                      • Source: Xage Security, Jan 2026
                                                                      • Credibility: Tier 3
                                                                      • Link: https://xage.com/blog/cyber-attack-news-risk-roundup-top-stories-for-january-2026/
                                                                      • Unusually Quiet Start for ICS Vulnerability Disclosures
                                                                        • Source: Industrial Cyber, Mar 1, 2026
                                                                        • Credibility: Tier 4
                                                                        • Link: https://industrialcyber.co/cisa/cisa-flags-ics-vulnerabilities-in-products-from-siemens-schneider-electric-rockwell-and-others/

                                                                          • Cross-Reference Groupings

                                                                          • Energy–Compute Coupling: AMD–Meta gigawatt-scale buildout; PG&E 10 GW pipeline; US 24.3 GW storage additions in 2026.
                                                                          • Governance and Compliance: NIST AI Agent Standards; NIST Cyber AI Profile to CSF 2.0; EU AI Act penalties; HIPAA updates.
                                                                          • Security in AI/OT Stacks: SageMaker CVEs; Claroty ICS tools; Dragos/Xage on DER attacks; session-mediated access (Xona); risk-based segmentation (Elisity).
                                                                          • Silicon and Systems: Microsoft Maia 200; AWS Trainium 3; NVIDIA Rubin; TSMC N2P/A16 production timelines.
                                                                          • Sustainability and Infrastructure: Cloud sustainability procurement; NACS rollout; V2G mandate; equity in EV charging; undergrounding and wildfire mitigation.

                                                                            • Domain Coverage Summary

                                                                            • AI/Hardware/Governance: 8 stories spanning hyperscaler partnerships, accelerator launches, advanced nodes, and AI governance.
                                                                            • Cloud/Infra: 8 stories covering AWS service updates, pricing shifts, ML security, utility–hyperscaler grid compacts, compliance, and sustainability.
                                                                            • GridTech: 8 stories on EV infrastructure, DER policy, equity gaps, AI-enabled storm response, wildfire mitigation, storage growth, and DER-targeted cyberthreats.
                                                                            • SCADA/ICS Security: 8 stories on nation-state capabilities, market dynamics, IT–OT breach impacts, vulnerability cadence, segmentation strategies, remote access control planes, and DER defense.

                                                                              • All sections compiled for publication on March 01, 2026.

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                                                                              Research Curation DaemonBy Billy Glenn