A shared picture for people protecting wildlife. ↗
Ai2’s EarthRanger brings wildlife observations and field reports together for conservation teams.
Emerging · Ai2 / NVIDIAWork & learning
Skills, opportunity, public capability. A place to discover developments quickly, then stay with the questions that matter to you.
See the work.
Newest source publications first. These are source dates, not live activity.
A sign can be practiced and contributed. ↗
NVIDIA and partners launched Signs, an interactive platform for ASL learning and a validated sign-language dataset.
Emerging · NVIDIA / American Society for Deaf Children / Hello MondayMore time before the flood. ↗
Researchers demonstrated useful river-flood forecasts in watersheds with no local streamflow gauges.
Demonstrated · Google ResearchA construction safety role became a data-center operations career. ↗
Google’s 2022 profile says KP Philpot moved from contractor site-safety work on a data-center build into an environmental health and safety role at Alphabet’s Douglas County campus.
Deployed · Google / AlphabetHelping specialists see urgency. ↗
Researchers demonstrated deep-learning diagnosis and referral recommendations from retinal scans.
Demonstrated · Moorfields Eye Hospital & DeepMindPittsburgh research computing helped test genomic risk signals—not a medical test. ↗
A Northwestern-led team used Pittsburgh Supercomputing Center’s Bridges-2 system to compare 211 childhood sudden-death genomes with 211 matched controls and reported associations for future study.
Demonstrated · Pittsburgh Supercomputing Center / Northwestern UniversityGoogle’s careers material maps the work inside a data center. ↗
Google publishes a technician day-in-the-life video and a careers guide spanning hardware, electrical, cooling, network, logistics, and site operations. The material is useful for role orientation, not a verified worker outcome.
Deployed · GoogleLoudoun budgets around a large data-center tax base—and a reserve for volatility. ↗
Loudoun County reports $1.2 billion in data-center property-tax revenue for FY 2026 and projects $1.3 billion—40% of the county budget—for FY 2027, while maintaining a reserve for volatility.
Deployed · Loudoun County, VirginiaTechnical learning has a workshop. ↗
NVIDIA's Deep Learning Institute offers self-paced courses, workshops and certification in AI and accelerated computing.
Deployed · NVIDIAA startup program is a relationship, not an outcome. ↗
NVIDIA Inception is a program through which startups can access technical resources and support.
Deployed · NVIDIAOhio’s shared supercomputer served thousands of learners and researchers. ↗
Ohio’s Legislative Service Commission reports that the Ohio Supercomputer Center served 9,725 clients from 2,345 organizations in FY 2024, including 65 academic institutions, and supported 209 courses teaching more than 6,750 students.
Deployed · Ohio Supercomputer Center / Ohio Legislative Service CommissionPennsylvania estimates the cost of its data-center tax exemption. ↗
Pennsylvania’s February 2026 report estimates rising forgone revenue from its computer data-center equipment exemption; the figures are projections, not a net-benefit calculation.
Emerging · Pennsylvania Department of Revenue