Curated Research Insights

AI Research

  1. Automated Circuit Discovery Gets Provable Guarantees — A Breakthrough for Mechanistic Interpretability - arXiv - February 2026 Credibility: Tier 2 Link: https://arxiv.org/html/2602.16823v1
  2. MoE and Mamba Hybrids Are Now the Frontier Architecture — Transformers Aren't Going Anywhere - Towards AI / field analyses - 2025–2026 Credibility: Tier 4–5 Link: https://pub.towardsai.net/the-transformer-architecture-is-being-replaced-what-47-000-hours-of-training-data-revealed-e483c5ad7c6c
  3. ML-Master 2.0 Wins Medals on Fifty-Six Percent of Kaggle Competitions — Autonomously - arXiv - January 2026 Credibility: Tier 2 Link: https://arxiv.org/html/2601.10402v5
  4. AI Can Identify Past Research Breakthroughs — But Fails to Predict the Next Ones - arXiv - February 2026 Credibility: Tier 2 Link: https://arxiv.org/html/2602.03849v1
  5. PG&E Files 2026-2028 Wildfire Mitigation Plan With Major AI Upgrades - PG&E/CPUC filing - 2025 filing; Annual report April 1, 2026 Credibility: Tier 3 Link: https://www.pge.com/assets/pge/docs/outages-and-safety/outage-preparedness-and-safety/2026-2028-wildfire-mitigation-plan-overview.pdf
  6. Explainable AI Enters the Security Operations Center — With Accuracy Claims That Deserve Scrutiny - arXiv - February 2026 and April 2026 Credibility: Tier 2 Link: https://arxiv.org/html/2602.19087v1
  7. NVIDIA Unveils Vera Rubin at GTC 2026 — Groq Acquisition Yields First Product - Investing.com / GTC 2026 - 2026 Credibility: Tier 4 Link: https://www.investing.com/news/stock-market-news/nvidia-restarts-china-ai-chip-manufacturing-as-ceo-forecasts-1-trillion-in-orders-4566874

Cloud Services

  1. Debris Strike at AWS UAE Data Center Triggers Global Cloud Cascade - Cybelesoft / AWS Health Dashboard - March 1–2, 2026; AWS status as of April 11, 2026 Credibility: Tier 4 (Cybelesoft), Tier 2 (AWS) Link: https://health.aws.amazon.com/health/status?eventID=arn%3Aaws%3Ahealth%3Aus-east-1%3A%3Aevent%2FMULTIPLE_SERVICES%2FAWS_MULTIPLE_SERVICES_OPERATIONAL_ISSUE%2FAWS_MULTIPLE_SERVICES_OPERATIONAL_ISSUE_BA540_514A652BE1A
  2. Amazon's Own AI Coding Tools Caused Two Separate Production Outages - Business Insider - March 2026 Credibility: Tier 4 Link: https://www.businessinsider.com/amazon-tightens-code-controls-after-outages-including-one-ai-2026-3
  3. AWS CodeBuild Flaw Exposed GitHub Credentials Across CI/CD Pipelines - The Register / Wiz - January 15, 2026 (disclosure); Patch September 2025 Credibility: Tier 4 / Tier 3 Link: https://www.theregister.com/2026/01/15/codebuild_flaw_aws/
  4. AI Developer Tools Become a Supply Chain Attack Surface - The Register / Check Point - February 26, 2026 Credibility: Tier 4 / Tier 3 Link: https://www.theregister.com/2026/02/26/clade_code_cves/
  5. Kubernetes Crosses 82% Production Adoption as AI Workloads Drive Expansion - CNCF - January 20, 2026 Credibility: Tier 3 Link: https://www.cncf.io/blog/2026/01/20/kubernetes-fuels-ai-growth-organizational-culture-remains-the-decisive-factor/
  6. Google's $32 Billion Wiz Acquisition Heads Toward Close - CSO Online - 2026 Credibility: Tier 4 Link: https://www.csoonline.com/article/4115785/top-10-vendors-for-ai-enabled-security-according-to-cisos.html
  7. PG&E's Wildfire AI Platform Now Runs 100 Million Daily Fire Simulations - Technosylva / PG&E - 2026 Credibility: Tier 3 Link: https://technosylva.com/customers/pge/
  8. CERN and Swisscom Show Cloud Native Architecture Works for the Hardest Workloads - CNCF - 2024–2025 (publication timing inferred) Credibility: Tier 3 Link: https://architecture.cncf.io/architectures/cern-scientific-computing/

GridTech

  1. GridEx VII Sets Records as Grid Cyber Threats Reach Crisis Level - Utility Dive / NERC / CISA - 2025 Credibility: Tier 4 citing Tier 1 agencies Link: https://www.utilitydive.com/news/more-small-utilities-participate-in-nercs-grid-attack-simulation-GridEx/805767/
  2. Grid-Scale Battery Storage Emerges as High-Value Cyber Target - Utility Dive / PV Magazine / WEF / Research and Markets - Feb 25, 2026 and 2026 reports Credibility: Tier 4 / Tier 3 Link: https://pv-magazine-usa.com/2026/02/25/solar-and-storage-to-lead-record-breaking-86-gw-of-new-u-s-capacity-in-2026/
  3. Tesla Opens First Megacharger Station, Raising the Ceiling on Commercial Charging - Precedence Research / EV Charging Stations News - March 2026 and early 2026 Credibility: Tier 4 Link: https://www.precedenceresearch.com/insights/ev-charging-infrastructure-market-growth
  4. U.S. NEVI Funding Cut to $300M, Creating a Two-Speed Charging Buildout - Institute for Electric Cities and Infrastructure - February 2026 Credibility: Tier 3 Link: https://ieci.org/ev-charging-trajectory-uncertain-in-2026/
  5. California Regulators Approve PG&E's $18.875 Billion Wildfire Mitigation Plan - OEIS / RCRC / PG&E - February 5, 2026 approval; April 4, 2025 filing Credibility: Tier 2 / Tier 3 Link: https://energysafety.ca.gov/news/2026/02/05/energy-safety-issues-approval-of-pacific-gas-and-electrics-2026-2028-wildfire-mitigation-base-plan/
  6. Highview Power Secures £300M for First Commercial Liquid Air Energy Storage Plant - Energy Storage News / BloombergNEF - 2025–2026 Credibility: Tier 4 (trade), Tier 3 (BNEF via citation) Link: https://www.energy-storage.news
  7. Industry Calls for Security-by-Design as Utilities Lock In Grid Posture for Decades - Utility Dive - 2025 Credibility: Tier 4 Link: https://www.utilitydive.com/news/building-security-into-energy-infrastructure-by-design-is-lower-cost-and-mo/806177/

Security

  1. Ransomware Groups Double Their Industrial Targeting as OT Networks Remain Largely Blind - Dragos / Waterfall Security - 2026 (covering 2025) Credibility: Tier 3 / Tier 4 Link: https://www.dragos.com/ot-cybersecurity-year-in-review
  2. Zero Trust Is Failing on the Plant Floor, Practitioners Report - Control Engineering / GuidePoint Security / DoD CIO - 2026; February 2026; 2026 Credibility: Tier 4 / Tier 3 / Tier 2 Link: https://www.controleng.com/why-zero-trust-fails-on-the-plant-floor-and-what-actually-works-in-ot/
  3. Congress Names Volt Typhoon and Salt Typhoon in New Energy Cybersecurity Bill - Industrial Cyber / House Energy & Commerce - 2026 Credibility: Tier 4 / Tier 2 Link: https://energycommerce.house.gov/posts/energy-subcommittee-advances-five-bills-to-strengthen-american-cybersecurity
  4. PG&E Files Three-Year Wildfire Mitigation Plan with Ninety-Eight Percent Risk Reduction Claim - PG&E / CPUC - Filing April 4, 2025; Annual report April 1, 2026 Credibility: Tier 3 Link: https://www.pge.com/en/outages-and-safety/safety/community-wildfire-safety-program.html
  5. Energy Sector Cyberattack Volume and Ransomware Economics Hit New Benchmarks in 2024 - TTMS / Cyfirma / NCC Group - 2024–2026 Credibility: Tier 4 / Tier 3 Link: https://ttms.com/guide-to-cybersecurity-threats-in-the-energy-sector/
  6. DoD Publishes Operational Technology Zero Trust Outcomes Guidance - Department of Defense CIO - 2026 Credibility: Tier 2 Link: https://dodcio.defense.gov/Portals/0/Documents/Library/ZT-OperationalTechnologyActivitiesOutcomes.pdf
  7. Energy Threat Analysis Center Legislation Advances Alongside Broader Cyber Package - Industrial Cyber / House Energy & Commerce - 2026 Credibility: Tier 4 / Tier 2 Link: https://industrialcyber.co/regulation-standards-and-compliance/lawmakers-introduce-bill-to-strengthen-energy-sector-cybersecurity-and-threat-analysis-boost-resilience/

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