news.bitcoin.com
A new partnership seeks to address the tension between Web2 cloud speed and Web3 transparency through a strategy of progressive decentralization. The partnership also seeks to move beyond speculative token models by anchoring demand in real, revenue-generating use cases.
The Architecture of a Hybrid Leap
In the rapidly evolving landscape of distributed computing, a fundamental tension has emerged. On one side stands the Web2 cloud, a titan of industry built on the pillars of speed, low-latency performance, and centralized efficiency. On the other is Web3, a decentralized frontier governed by the promise of cryptographic transparency.
As these two worlds merge into hybrid systems, a critical question arises: Can we maintain the rigorous, deterministic verification required by Web3 without sacrificing the snappy performance users expect from Web2? According to industry leaders Bob Miles, CEO of Salad.com, and Pawel Burgchardt, CPO of Golem Network, the answer lies in a strategy of “progressive decentralization.”
At the heart of the Salad-Golem partnership is a tactical separation of powers. While traditional Web2 clouds prioritize execution speed, Web3 environments often struggle with the “verification tax”—the extra latency and compute overhead required to prove a job was executed correctly.
“ Web3 has many dimensions to it, and being a Web3 project doesn’t automatically mean you must rely on cryptographic proofs to guarantee correct execution of underlying workloads,” Burgchardt said.
Currently, this integration operates at the marketplace layer rather than the execution layer. This allows the system to leverage Web3’s strengths in permissionless resource discovery and market access while keeping actual computation within the high-performance, containerized runtimes Salad has already perfected.
Security and the ‘Data Silo’ Challenge
For Miles, maintaining performance means being selective about what is decentralized. Salad currently utilizes a closed-source reputation system to handle runtime security, intrusion detection, and output verification.
“Salad’s closed source reputation system… will remain closed source until a suitable Web3 solution exists,” Miles said. “ZKPs, trusted execution environments, and fully homomorphic encryption are areas of research we keep an eye on, and we’re excited about the opportunity for Salad here.”
This cautious approach also addresses the “data silo” problem. Regulatory hurdles often prevent sensitive personally identifiable information (PII) from moving to public blockchains. Miles points out that while the industry waits for technologies like fully homomorphic encryption (FHE) to allow secure processing of sensitive data on idle GPUs, there is an enormous market for non-sensitive workloads—such as early-stage drug discovery—that can be decentralized today.
“In the drug discovery space there are dozens of companies digitally synthesizing millions of molecules… only in those later stages of compute do the results become highly sensitive,” Miles said.
Beyond Speculation: The Tokenomics of Real Demand
A recurring critique of the decentralized physical infrastructure networks (DePIN) space is the use of token rewards to “bootstrap” supply. Critics argue this often creates speculative bubbles rather than sustainable utility.
Miles observes that many networks have used tokens to solve the two-sided market problem, but he warns that “if sufficient demand never comes online, this is an unsustainable model.” The Salad-Golem partnership seeks to invert this trend by bringing existing, revenue-generating demand into the space.
Piotr Janiuk, co-founder of Golem Network, emphasizes that in a healthy market, the token should act primarily as a utility.
“In a healthy market, users engage with a project because it delivers real value, and the token is a core part of the protocol and exists primarily as a utility,” Janiuk said. “Early on, there’s nothing wrong with using incentives to bootstrap activity… but those incentives should be temporary. Eventually, they need to taper off so the system can operate under real market conditions.”
While the long-term goal remains deterministic verification, the immediate focus of the Salad–Golem partnership is business optimization. Salad aims to cut over 5% in fees and overhead by leveraging Golem’s compute orchestration and native token payments.
The collaboration also prioritizes interoperability to break down silos between DePIN marketplaces and traditional GPU rental services. This allows Golem requestors and Salad’s “chefs” to seamlessly share compute capacity, making the sourcing of power as fluid as a utility grid.
The Road Ahead
The consensus is clear: The future of the cloud is not a winner-take-all battle. It is a hybrid model that selectively adopts decentralized features where they add value while retaining centralized components where speed and data compliance are non-negotiable.
As Burgchardt points out, “Ensuring correctness of computations in an untrusted environment is a completely different and broader problem which we are not solving as part of this partnership.” For now, the bridge is being built layer by layer, turning idle hardware into a global, efficient engine for the digital age.
FAQ ❓
- What is the Salad–Golem partnership about? It blends Web2 cloud speed with Web3 transparency to create a hybrid distributed compute model.
- How does this help enterprises? By cutting fees and enabling permissionless access, it makes GPU power more affordable and interoperable across regions.
- What workloads benefit most today? Non‑sensitive tasks like drug discovery simulations can be decentralized now, while sensitive data awaits stronger encryption tools.
- How do tokens fit into the model? They act as utility for payments and orchestration, with demand from real users driving sustainability beyond speculation.