Verafy.ai Blog

NOV 1, 2026

Can You Cram All of Solana Into an LLM?

We already built svmLLM, a tiny Solana-style VM inside neural network weights. So can all of Solana go in an LLM? We break down Agave versus the SVM, count the code, explain why a model needs a harness, and show why it would never keep up with consensus.

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Topics: Solana, Agave , Svm , Sbpf , Neural Networks , Ai , Research

svmLLM title card: a tiny Solana VM inside neural network weights. 1,130,672 numbers, each written on purpose by a program, 0 trained.

NOV 1, 2026

svmLLM: A Tiny Solana VM Built Out of Neural Network Weights

svmLLM is a small Solana-style sBPF virtual machine written directly into neural network weights. Every one of its 1,130,672 numbers was set by code, not training. Here is how it works, how it was tested, and where it falls short.

Topics: Solana, Sbpf, Neural Networks, Ai, Pytorch, Research, Open Source

OCT 11, 2026

Introducing the Verafy Bias Detector (Beta)

The Verafy Bias Detector runs 565 versioned contentious questions against any model on OpenRouter, has a random cross-company LLM jury score the answers, and publishes a bias report card for each model.

Topics: Ai Bias, Llm Evaluation, Benchmarks, Openrouter, Solana, Verafy

The Verafy Inspector side panel open next to a Wikipedia article

OCT 11, 2026

Introducing the Verafy Inspector for Chrome

The Verafy Inspector is a Chrome side panel that finds the claims on any page, checks them against independent sources, and shows cliff notes and missing perspectives.

Topics: Fact-checking, Chrome Extension, Ai, Verafy, Media Literacy, Open Source

OCT 11, 2026

The Verafy Swarm Explorer: One Question, Many Models

The Verafy Swarm Explorer sends one question to many language models, uses other models as judges to check the answers, and shows where they agree and where they split.

Topics: Swarm Explorer, Fact-checking, Llm, Ai Bias, Verafy, Solana

Multiple application screens showing Verafy API integrations across different industries

AUG 29, 2025

44+ Powerful Use Cases for Verafy's AI Fact-Checking API

Explore comprehensive use cases for Verafy's fact-checking API across industries—from social media verification to enterprise compliance, Web3 platforms, and educational tools.

Topics: Use Cases, Api Applications, Fact-checking, Social Media, Enterprise, Web3, Education, Journalism, E-commerce

Developer coding with Verafy API and Solana integration

AUG 25, 2025

Verafy API, Getting Started: Trust-Powered Apps

Learn how to integrate Verafy's consensus-based fact-checking API with Solana blockchain to build transparent, trust-driven applications that combat misinformation.

Topics: Api, Developers, Solana, Blockchain, Ai, Fact-checking, Web3, Trust, Verification

JUL 13, 2025

Verafy CEO Rex St. John to Speak at AI4 Las Vegas: Advancing AI x Blockchain Innovation

Verafy CEO Rex St. John will be attending and speaking at AI4 Las Vegas this August, discussing Verafy's pioneering work at the frontier of AI x Blockchain integration.

Topics: Ai, Blockchain, Solana, Ai Governance, Ai X Blockchain, Crypto Infrastructure, Decentralization, Innovation

TruthNode joins DoubleZero validator testnet

JUL 9, 2025

TruthNode Joining DoubleZero Testnet: Advancing Solana Infrastructure with Verafy

Verafy’s validator, TruthNode, is joining the DoubleZero testnet, continuing our mission to secure the Solana network and pioneer sovereign infrastructure in the AI age.

Topics: Truthnode, Doublezero, Verafy, Solana Infrastructure, Validator Node, Solana Foundation, Jito Delegation, Builder Movement

MAY 26, 2025

Verafy at Solana Accelerate: Unveiling the Future of Multi-AI Sovereignty

The Verafy team made our debut at Solana Accelerate, announcing our mission to build a sovereign multi-AI future and dropping our first video to outline the vision. Join the closed-beta and help us build the Internet of Truth.

Topics: Multi-ai, Ai Sovereignty, Verafy, Solana Accelerate, On-chain Truth, Ai Accountability, Builder Movement

MAY 13, 2025

Introducing Verafy Swarm Explorer Closed-Beta & Verafy Prime: Compare AI, Uncover Truth, and More!

Verafy Swarm Explorer enters closed-beta: compare up to 20 AIs, detect bias, and log results on-chain. Join Verafy Prime to access query credits and upcoming features.

Topics: Truth, Blockchain, Ai, Solana, Decentralization, Trustless Systems, Open Source, Ai Alignment