Systemores Launches Free Client-Side Auditing Engines for Content Credibility and AI Integrity

AUSTIN, Texas - Aug. 25, 2026 - PRLog -- Systemores LLC, creator of the Behavior OS ecosystem, today announced the public availability of two free consumer web tools: HumanVector and TruthVector. The applications provide instant, browser-based auditing to evaluate written human content and verify shared artificial intelligence conversation threads without collecting user data.

Both tools run 100% client-side in the user's browser, eliminating privacy concerns by analyzing data locally and producing results in three seconds.

"As the web becomes flooded with viral hot-takes and unchecked AI generations, people need a fast, private way to filter signal from noise," said Bob Carilli, Founder and CEO of Systemores. "HumanVector gives readers and creators instant visibility into written bias and sensationalism, while TruthVector acts as an independent sanity check on shared AI conversations. They put high-speed, privacy-first diagnostic tools directly into the hands of everyday internet users."

HumanVector: Auditing Human Written Content

HumanVector is designed for readers, journalists, and thought leaders evaluating online writing, including LinkedIn posts, articles, op-eds, and newsletters.

• Instant Credibility Audits: Scans text in 3 seconds to surface unverified claims, clickbait sensationalism, and hidden framing bias.
• Credibility Passports: Generates shareable, visual summaries that authors and publishers can attach to their posts to signal transparency and high-fidelity reporting.
• 100% Client-Side Privacy: Operates entirely within the local browser session without storing or transmitting personal text to external servers.

TruthVector: Verifying Shared AI Thread Integrity

TruthVector addresses the growing challenge of unverified AI claims shared across social media and digital publications by auditing shared conversation links from platforms like ChatGPT, Claude, and Gemini.

• Diagnostic AI Auditing: Analyzes shared LLM conversation threads to detect model sycophancy (telling the user what they want to hear), context drift over long chats, and factual hallucinations.
• Executive Briefs & Social Report Cards: Converts lengthy chat transcripts into clear executive summaries and bite-sized visual report cards formatted for social media sharing.
• Zero-Data Overhead: Runs locally on the user's device, enabling instant verification of public AI interactions without user registration.

Availability

Both HumanVector and TruthVector are free to use and immediately available online at https://human.systemores.com/ and https://truth.systemores.com/.

About Systemores LLC

Systemores LLC is an Austin-based behavioral software studio and research lab. Creators of the Behavior OS framework, Systemores builds developer infrastructure, client-side audit tools, and gamified environments designed to optimize, evaluate, and secure human and AI decision systems.