CONNECT WALLET

STORAGE

SCHEDULING

FOR AI NETWORKS

STORAGE

SCHEDULING

FOR AI NETWORKS

Compute runs the job. Storage keeps the network from starting at zero, a scheduling layer for AI workloads.

Compute runs the job. Storage keeps the network from starting at zero, a scheduling layer for AI workloads.

[LINKA LABS]

Whitepaper

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Why LINKA Labs

WHY AI NETWORKS NEED STORAGE

WHY AI NETWORKS NEED STORAGE

Compute Without Storage

Compute Without Storage

A forward pass can finish on a GPU. If weights, traces, and state have nowhere to live, the next job starts from zero. A larger prompt is not a storage layer.

Storage That Cannot Move

Storage That Cannot Move

Files on one vendor or one app never get scheduled. The network cannot reuse them, price them, or pay the side that actually holds them.

Unweighted Storage

Without a public weight, good corpora and junk sit side by side in the same pool. The network cannot tell which bytes are actually used, so incentives never follow real storage demand, and quality data is crowded out by noise.

Key Highlights

STORAGE SCHEDULING FOR

THE AI NETWORK

STORAGE SCHEDULING FOR

THE AI NETWORK

Schedulable Storage Objects

Schedulable Storage Objects

Register artifacts, corpora, and state as objects the network can allocate — not as files sitting in a feed.

Register artifacts, corpora, and state as objects the network can allocate — not as files sitting in a feed.

Boost Is the Scheduling Action

Boost Is the Scheduling Action

One click puts weight on a specific storage object. Incentives follow that weight.

One click puts weight on a specific storage object. Incentives follow that weight.

Public Weight, Not Self-Claim

Public Weight, Not Self-Claim

Priority comes from open Boosts and time decay. Unsupported or stale objects fall back.

Priority comes from open Boosts and time decay. Unsupported or stale objects fall back.

Built for AI Workloads

Built for AI Workloads

Objects stay open to any model or agent that can read context. Programmatic access ships by phase.

Objects stay open to any model or agent that can read context. Programmatic access ships by phase.

How It Works

HOW STORAGE GETS SCHEDULED

HOW STORAGE GETS SCHEDULED

01

Register (Supply)

Register (Supply)

Bring in text, links, or excerpts that an AI network can use. Each item becomes a storage object with a title, a type, and a pointer.

Bring in text, links, or excerpts that an AI network can use. Each item becomes a storage object with a title, a type, and a pointer.

02

Weight (Boost)

Weight (Boost)

Boost puts support on one object. Weight rises, stale support decays. This is the scheduling action.

Boost puts support on one object. Weight rises, stale support decays. This is the scheduling action.

03

Consume (AI Side)

Consume (AI Side)

Weighted objects are handed to models and agents. This phases exit is export as injectable context.

Weighted objects are handed to models and agents. This phases exit is export as injectable context.

TRUSTED BY

TRUSTED BY

Blockchain & Storage

AI & Developer Ecosystem

SCHEDULE STORAGE FOR

THE AI NETWORK


SCHEDULE STORAGE FOR

THE AI NETWORK


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