# Local Compute — 2025 38 predictions

URL for any entry below: https://www.gregosuri.com/predictions/{theme}/{id}/
Markdown twin: append `index.md`.
This is a title index. Full quotes and citation details are in individual twins.

## local-compute — 38 statements, 2025–2025

Years: 2025 (38)

2025-01-02-phones-macbooks-and-ps5s-joining-training-runs-76yh — Phones, MacBooks, and PS5s joining training runs
2025-01-02-underutilized-home-computers-should-earn-revenue-76yh — Underutilized home computers should earn revenue
2025-01-31-building-a-32-h100-data-center-in-his-own-house-b6q7 — Building a 32-H100 data center in his own house
2025-03-17-ai-entering-the-home-will-cause-an-explosion-of-sm-ib5u — AI entering the home will cause an explosion of small data centers
2025-04-02-2m-home-supercluster-pays-back-in-four-years-via-a-sqg7 — $2M home supercluster pays back in four years via Akash
2025-04-02-a-4-000-sq-ft-roof-can-power-a-home-ai-data-center-37q6 — A 4,000 sq ft roof can power a home AI data center
2025-04-02-sub-50kw-home-edge-data-centers-running-frontier-m-oylv — Sub-50kW "home edge" data centers running frontier models
2025-04-02-supercluster-timeline-experimental-by-end-of-2025-4q5a — Supercluster timeline: experimental by end of 2025, scale in year three
2025-04-11-10-000-sub-50kw-residential-edge-clusters-can-trai-mgur — 10,000 sub-50kW residential edge clusters can train the best model
2025-04-11-the-future-is-edge-data-centers-not-hyperscale-6mry — The future is edge data centers, not hyperscale
2025-05-13-decentralize-the-compute-grid-for-national-securit-j2w6 — Decentralize the compute grid for national security: 1,000 small data centers, "Akash at home"
2025-06-03-anyone-with-solar-and-roof-space-becomes-a-data-ce-bx2i — Anyone with solar and roof space becomes a data center
2025-06-03-sovereign-local-ai-whose-gpus-pay-for-themselves-o-3ztl — Sovereign local AI whose GPUs pay for themselves on Akash
2025-06-03-the-akash-home-model-40-h200s-8-local-32-leased-fu-zmf2 — The "Akash home model": 40 H200s, 8 local, 32 leased, funded by DeFi
2025-06-24-star-cluster-roadmap-colos-2025-telco-edge-2026-ho-vpa4 — Star Cluster roadmap: colos 2025, telco edge 2026, homes and schools 2027
2025-06-24-tap-homes-universities-and-telco-closets-instead-o-7b74 — Tap homes, universities, and telco closets instead of new data centers
2025-06-27-star-cluster-phase-three-homes-schools-and-communi-2hqx — Star Cluster phase three: homes, schools, and communities
2025-06-27-tap-underused-servers-telco-closets-and-home-rigs-x52a — Tap underused servers, telco closets, and home rigs instead of $500M campuses
2025-07-01-10-000-small-sites-instead-of-10-mega-data-centers-nrcv — 10,000 small sites instead of 10 mega data centers — down to your basement rig
2025-07-01-phase-3-homes-schools-communities-every-gpu-earns-gxw3 — Phase 3: homes, schools, communities — every GPU earns in the new compute economy
2025-07-01-phases-2-3-telco-edge-in-2026-homes-and-schools-in-ci3a — Phases 2-3: telco edge in 2026, homes and schools in 2027
2025-07-01-star-cluster-roadmap-colos-in-2025-telco-edge-in-2-xwl2 — Star Cluster roadmap: colos in 2025, telco edge in 2026, homes and schools in 2027
2025-07-01-tap-homes-universities-and-telco-closets-instead-o-zy2l — Tap homes, universities, and telco closets instead of building new data centers
2025-07-04-homeowners-hosting-their-own-compute-and-power-cit-dxng — Homeowners hosting their own compute and power, citing Greg's "Akash at home"
2025-07-16-compute-near-local-energy-and-idle-in-homes-campus-7rl5 — Compute near local energy and idle in homes, campuses, communities
2025-07-31-a-chip-at-home-consumes-the-solar-energy-you-can-t-p7mv — A chip at home consumes the solar energy you can't store or sell
2025-07-31-a-gpu-data-center-at-home-is-not-a-far-out-reality-p7mv — A GPU data center at home is not a far-out reality; consumer box in \~6 months
2025-07-31-by-the-end-of-the-year-we-ll-have-a-very-high-qual-p7mv — "By the end of the year, we'll have a very high-quality model that competes with centralized models"
2025-07-31-cheaper-better-open-sovereignty-for-the-next-gener-p7mv — Cheaper, better, open — sovereignty for the next generation
2025-07-31-sovereign-compute-compute-is-going-to-be-like-spic-p7mv — Sovereign compute: "compute is going to be like spice"
2025-07-31-starcluster-5-000-edge-sites-first-then-22-million-p7mv — StarCluster: 5,000 edge sites first, then 22 million homes
2025-08-02-22-million-homes-the-way-we-live-may-change-hrxi — 22 million homes — "the way we live may change"
2025-08-02-idle-consumer-gpus-plus-unconcentrated-energy-are-wvco — Idle consumer GPUs plus unconcentrated energy are the untapped resource
2025-08-02-star-cluster-distributed-training-across-homes-via-yuvp — Star Cluster: distributed training across homes via telecom partners
2025-08-02-the-home-gpu-pitch-free-bandwidth-free-energy-mone-pcex — The home GPU pitch: free bandwidth, free energy, money on top
2025-10-10-inference-is-better-at-the-edge-5zr5 — Inference is better at the edge
2025-12-03-home-solar-plus-a-home-data-center-zero-marginal-e-3zcv — Home solar plus a home data center \= zero marginal energy cost
2025-12-03-rtx-5090s-not-h100s-are-the-home-compute-sweet-spo-ngk2 — RTX 5090s, not H100s, are the home-compute sweet spot