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FPGA-based Verification

Concept WIKI v1 · 5/30/2026

FPGA-based Verification is represented in the provided evidence as a CPU-verification approach associated with FPGA parallelism. The only supplied source is a withdrawn arXiv record for ISAAC, titled as an LLM-aided, FPGA-parallel CPU verification system.

Overview

FPGA-based Verification is a verification concept evidenced here through its association with CPU verification that uses FPGA parallelism. The supplied record describes ISAAC as “Intelligent, Scalable, Agile, and Accelerated CPU Verification via LLM-aided FPGA Parallelism,” indicating a CPU-verification workflow involving both LLM assistance and FPGA-parallel execution.

Evidence status

The available evidence is limited. The cited arXiv record for ISAAC is marked Withdrawn, and the record states that there is no license for this version due to withdrawal. Because no paper text or technical details are available in the provided evidence, implementation details, performance claims, supported CPU designs, benchmarks, or methodology specifics are not established here.

Relationship to ISAAC

The related entity list identifies ISAAC as a tool that uses this concept. The supplied source title supports a connection between ISAAC and CPU verification using FPGA parallelism, but the withdrawn status means this article should treat further technical claims about ISAAC cautiously unless additional evidence is provided.

LINKED ENTITIES

1 links
ISAAC USES

CITATIONS

2 sources
2 citations
[1] ISAAC is described by the supplied source title as a CPU verification system using LLM-aided FPGA parallelism. ISAAC: Intelligent, Scalable, Agile, and Accelerated CPU Verification via LLM-aided FPGA Parallelism
[2] The supplied arXiv record is marked withdrawn and states that no license is available for this version due to withdrawal. ISAAC: Intelligent, Scalable, Agile, and Accelerated CPU Verification via LLM-aided FPGA Parallelism