Build an AI Energy Lesson with CLEER data on model choice, agentic sessions, and U.S. data center electricity projections.
Elena Rostova
Data Center Energy Laws and Grid Planning
Data center energy rules now affect reporting, grid upgrade costs, water use, and classroom analysis of infrastructure tradeoffs.
Data Center Costs Under Rising AI Demand
Data Center Costs are rising as AI demand lifts electricity use, grid needs, and facility spending. Evidence from 2025-2026 data.
LLM Inference Cost: Bigger Model or Prompt?
LLM Inference Cost depends on model size, prompt length, cache use, output tokens, and serving stack. Learn how to compare the trade-offs.
LLM training efficiency: survey findings
LLM training efficiency reviewed through 2026 surveys: precision, quantization, scheduling, measurement gaps, and adoption limits.
Hugging Face Incident: Cybersecurity Changes
Hugging Face incident analysis of sandbox escape, credential exposure, monitoring changes, and practical cybersecurity lessons.
Predictive AI Rerouting Lessons for Aviation
Use predictive AI rerouting in an aviation lesson plan with evidence on weather delays, outages, aging systems, and human review limits.
AI Pilot Compliance Gap in Federal Reviews
AI pilot compliance gaps in federal reviews show why inventories, policies, data records, and lifecycle tracking matter before approval.
AI Adoption Readiness Lessons from the Pentagon
AI adoption readiness lesson plan using Pentagon and GAO evidence on governance, workforce gaps, data limits, and policy barriers.
AI Safety Alert Proposal: U.S.-China Hurdles
AI Safety Alert proposal between the U.S. and China, with technical thresholds, verification gaps, and governance barriers explained.