The short answers. For anything else, talk to us.
A gram is a place your work runs and proves itself: a handful of people sharing machines they already own, where every measurement is signed by the machine that produced it.
One node, on a machine in front of you. It measures itself, signs the result with its own device key, and joins the other machines in your gram. There is no cluster to stand up and no console to log into.
No. Work inside your gram runs on hardware you own, and we neither see nor route what you process. Nothing we operate can write into your device — a gram accepts facts from its machines and offers from us, and only the node changes the node.
No, and no third party has audited it. Releases are published with their build hashes, and a running node attests to the hash of the build it is running, so you can check that the binary you were given is the one we published. That is a narrower claim than an audit, and we would rather make the narrow one.
Open-weight models and your own fine-tunes. We are model-agnostic; the node reports what it measured a model doing on your hardware rather than what a vendor claims it can do.
No. A gram pools the machines you already have. Two people with two laptops is a gram.
No token for customers. Institutions are invoiced in rupees against a GST invoice. Metering is internal accounting, not a cryptocurrency.
Work on machines you own is free, always, because nothing of ours is consumed. An institution’s gram — admission list, signed audit trail, an accountable service level — is quoted after a scoping conversation. You never pay to unlock software. See Pricing.
The mesh does not run: no gram can yet buy capacity from a stranger’s machine. GPU throughput is not benchmarked, only inventoried. Energy is measured only on Intel processors on Linux. The full list is on the proof page, with dates, and it is the page we would most like you to read.
Fifty GramX Networks Private Limited, a company registered in Bengaluru, India (CIN U62099KA2024PTC183482). There is no team yet; the founder does this work.