
Ethereum co-founder Vitalik Buterin referred to as for the widespread adoption of a brand new computational mannequin often called “glue and coprocessor structure,” which he believes will dramatically improve effectivity and safety in trendy expertise.
In a Sept. 2 weblog submit, Buterin outlined how this structure may reshape computing throughout varied fields, together with blockchain, synthetic intelligence (AI), and cryptography.
The glue and coprocessor structure, as described by Buterin, separates computational duties into two classes — a versatile, general-purpose “glue” part and extremely environment friendly, specialised “coprocessors.”
This division permits routine operations to be managed inside adaptable environments whereas extra intensive duties are offloaded to devoted {hardware}, optimizing total efficiency.
Affect on Blockchain and AI
Buterin highlighted the Ethereum Digital Machine (EVM) as a key instance the place this structure could possibly be notably useful.
He defined that in Ethereum transactions, a good portion of the computational price is related to structured operations akin to storage and cryptography, that are extra effectively dealt with by specialised modules. This permits the EVM to keep up its versatility whereas maximizing effectivity.
In the meantime, Buterin famous that in terms of AI, high-level enterprise logic is usually written in slower, versatile languages like Python, whereas nearly all of computation is managed by optimized code operating on GPUs or specialised ASICs. This strategy ensures environment friendly processing of complicated fashions and huge datasets whereas preserving a user-friendly programming setting.
Buterin’s advice prolonged past blockchain and AI to cryptography, the place he sees nice potential for the glue and coprocessor mannequin. He prompt that by dividing computations between normal enterprise logic and specialised modules, builders can optimize efficiency with out sacrificing the pliability and safety of cryptographic processes.
Safety and decrease barrier for entry
The Ethereum co-founder additionally emphasised the mannequin’s potential to enhance safety in open-source {hardware}, akin to RISC-V chips. Whereas these chips could also be much less environment friendly than proprietary ones, they will nonetheless obtain excessive efficiency by leveraging specialised ASICs for intensive duties, thereby enhancing total system safety and effectivity.
Buterin’s name for adopting the glue and coprocessor structure marks a major shift in how trendy computation is approached. By optimizing totally different system parts for his or her particular roles — effectivity for coprocessors and generality and safety for glue parts — this mannequin presents a brand new path ahead for innovation in expertise.
As this structure features traction, it’s anticipated to decrease boundaries to entry for smaller expertise gamers, fostering collaboration and resulting in extra environment friendly, safe, and scalable computing options. With Buterin’s endorsement, the glue and coprocessor structure is poised to turn into a foundational mannequin within the subsequent period of computing.


