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In the meantime, these run great on your phone:
LiveScope sits alongside your AI chat and scores each answer for reliability, in real time. It doesn't answer your questions. It reads how well the AI answered them.
As each AI answer arrives, LiveScope scores it for reliability against a research-grounded model. No pasting, no exporting — it just reads.
The Agreement Trap, the Mirror, the Confident Guess, the Fold — the M1–M7 patterns the methodology names. When one fires, the reason is spelled out.
Alongside ChatGPT, Claude, and Gemini in your browser. Nothing to move; nothing to configure. Turn it on and keep chatting.
Because you’re rightly asking. Here’s exactly what LiveScope does with what it sees.
UK-registered, ICO-listed, not funded by any AI vendor. LiveScope's scoring comes from the same methodology published on this site — the seven-pattern taxonomy your Playground uses. Independent research is why the reads land the way they do.
One click from the store. It takes about five seconds. No account, no configuration.
Go to ChatGPT, Claude, or Gemini as normal. LiveScope wakes up when it sees a supported chat page.
A small overlay appears next to each AI reply, with the score, the pattern (if one fired), and the plain-English reason.
Every score LiveScope produces traces back to a specific, documented pattern in the seven-pattern taxonomy. If you want to know why a score landed where it did, the answer is a page away, not a trade secret.
Seven distinct ways AI answers fail. Agreement Trap, Unbacked Claim, Mirror, Confident Guess, Almost Honest Answer, Dead End, Fold. Documented and open. Read them →
The reliability model isn’t reverse-engineered from vibes. It sits on a preregistered analysis plan with a public evidence trail.
EverythingThreads is UK-registered, ICO C1896585. No AI-vendor funding. LiveScope stays honest because the funding doesn’t point in one direction.
If you want to learn the patterns LiveScope catches — interactively, then structurally — these two do it, free.
Fourteen diagnostic machines you play with the same patterns LiveScope reads. Pattern Hunt, Compound Catcher, Cross-Examine, and more. No login. Nothing saved.
Understand the whole taxonomy in sequence. From spotting the seven patterns to running clean sessions to handing over AI-touched work to colleagues.
Most people never need more than free. Pro removes the daily limit and unlocks sector-specific calibration.
Did the AI claim more than it can actually know? Confident-sounding answers with no way to back them up.
Did it give you the whole picture, or just the flattering half? Missing caveats, missing counter-cases.
Is the AI backing up what it says with real sources, real citations, real numbers — or handwaving?
Is the AI sounding more certain than the answer deserves? A calibrated answer says "probably" when it's probably.
Did the AI present the topic straight, or tilt the framing to make its answer sound stronger than it should?
Instant activation — your key is emailed and shown on-screen the moment payment clears.
Free, no account, ready in five seconds. The Chrome store where LiveScope actually lives, opens in a new tab.