BetterSignalHQ · Signal vs. Theater
The problem isn't just that you're hiring frauds. It's that your current process cannot tell the difference between a fraud, a real engineer, and an AI-native builder who will 3× your output. Here's exactly where it breaks.
Standard AI Screeners
BetterSignalHQ
Candidate Intent
The process assumes any applicant is worth thirty minutes of your time. No motivation filter exists.
Intent Verification measures domain-specific motivation and company research depth before a single technical probe runs.
LLM-Proof Logic
Any candidate with GPT-4 open on a second screen scores in the top 20% of every coding assessment on the market.
Logical Drift Probe injects rule changes that break LLM training data. The model hallucinates the standard answer. The engineer catches the constraint.
Resume Integrity
"Senior React Engineer" equals whatever the candidate typed. No recruiter on earth can validate architecture claims live.
Claim-to-Signal cross-references every resume claim against live probe performance. Integrity score surfaces in real time.
Growth Trajectory
Green squares. Commit count as a proxy for seniority. No view into language evolution, refactor quality, or stewardship.
GitHub Trajectory maps language growth, refactor density, and architectural stewardship across 18 months. Depth over decoration.
AI as Multiplier
Your Team's Competitive EdgeWhether a candidate uses AI as a precision tool or a crutch — and whether they actually understand what the model is doing — is completely invisible to every screener on the market.
AI Leverage Score measures the prompt-to-productivity ratio and model awareness. This is how you find the engineer who ships 3× faster — not the one who just pastes AI output and can't explain it.
Human vs. LLM Output
No behavioral trace. No pause analysis. A perfect code block is a perfect code block — provenance unknown.
Humanity Signature tracks keystroke cadence, undo events, cursor jumps, and Thought-to-Code ratio. Architects pause. Paste-and-pray does not.
Hiring Manager Deliverable
Maybe a transcript. Nothing your Lead Architect can act on before their 30-minute final call.
2x Logic Replay delivers a compressed filmstrip of the entire thought process — including AI usage patterns. Your team reviews the arc before the call. The interview becomes a formality.
Net Result
Your CTO spends 40 minutes with a candidate who memorized the answer. Your best AI-native hire goes to your competitor. Roadmap slips.
Your CTO opens the 2x Logic Replay — with the AI Leverage Score — before the call. They already know who can build, and how well they command AI. The interview is a formality. You make the offer.