Methodology: Every two weeks we collect most relevant posts on LinkedIn for selected topics and create an overall summary only based on these posts. If you´re interested in the single posts behind, you can find them here: https://linktr.ee/thomasallgeyer. Have a great read!

AI for sustainability and efficient AI

  • Prioritize leaner models, energy-aware scheduling, and continuous impact monitoring, treating sustainability as an operational constraint rather than an afterthought

  • Balance ambitions with sector realities, with healthcare voices urging patient safety to stay paramount while efficiency gains are pursued in parallel

  • Push for standardized footprint disclosure, building on recent prompt-level energy and water reporting to enable like-for-like benchmarking and real governance

  • Translate strategy into tools and actions, with playbooks and “green action” agents intended to nudge low-impact choices across day-to-day decisions

Green coding and software efficiency

  • Tackle inefficiency at the code level, recognizing large deltas between languages and encouraging profiling, refactoring, and performance budgets as routine practice

  • Codify sustainable engineering “laws” and guidelines so teams can embed energy and resource awareness into definition of done, not as separate sustainability tasks

  • Pair developer education with measurement, ensuring optimizations are validated against electricity mix, runtime, and infrastructure configuration

Data centers and infrastructure

  • Treat sustainability as first-principles design, proposing frameworks that integrate energy, water, and heat reuse with siting, permitting, and community outcomes

  • Industrialize build-outs through offsite manufacturing for speed, repeatability, and lower embodied impact, while aligning facility design to workload profiles

  • Move beyond narrow PUE optimization toward grid-integrated operations, including peak-shaving partnerships with utilities and carbon-aware workload placement

  • Recognize geography as strategy, with coastal and cool-climate hubs highlighted alongside emerging AI campuses and storage-backed net-zero designs

Measurement, standards, and disclosure

  • Elevate transparency from marketing to management, encouraging consistent metrics that span prompt-level AI footprints, facility operations, and embodied impacts

  • Link disclosure to decisions, using impact data to inform siting, hardware selection, scheduling, and software choices rather than reporting in isolation

  • Encourage assurance-ready practices so sustainability data can withstand the same scrutiny as financials and risk controls

Sector spotlights

  • Healthcare shows a pragmatic path, pairing IT tooling and specialist support with visible month-over-month savings while maintaining clinical priorities

  • Public sector and policy communities advance implementation guidance, with shared playbooks and community panels focused on practical steps and trade-offs

Partnerships and ecosystem moves

  • Utilities and hyperscale operators collaborate to trim peak demand, signaling a grid-aware model for operating large AI and cloud estates

  • Regional data center alliances and vendor partnerships expand capacity and services, reinforcing proximity to renewable resources and heat-reuse opportunities

  • Community initiatives and ecosystem briefs consolidate best practice, connecting startup innovation with enterprise sustainability requirements

Policy, governance, and community practice

  • Calls for environmental impact assessments on new facilities highlight the rising bar for approvals, social license, and community engagement

  • Government AI playbooks and conference tracks focus on execution, translating principles into procurement, architecture standards, and workload policies

Want to see the posts voices behind this summary?

This week’s roundup (CW 36/ 37) brings you the Best of LinkedIn on Sustainability & Green ICT:

→ 60 handpicked posts that cut through the noise

→ 30 fresh voices worth following

→ 1 deep dive you don’t want to miss

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