@ewpirecom

One AI workspace for chat, code, images, video, music and multi-model consensus. Leading models, one credit balance. Pay as you go, no subscription.

ewpire.com/
Joined March 2026
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  • Following38
  • Followers8
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One question, 2–6 AI models. Each answers alone, then they critique each other anonymously. One synthesis shows where they agree and where they don't. That is Consensus, one of six modes in ewpire, with chat, code, images, video and music. One credit balance, no subscription.
ewpire card: "One workspace. Every AI model. Ask, build, create and compare leading AI models from one ewpire workspace. Chat, Code, Image, Video, Music, Consensus. ewpire.com"

ALT ewpire card: "One workspace. Every AI model. Ask, build, create and compare leading AI models from one ewpire workspace. Chat, Code, Image, Video, Music, Consensus. ewpire.com"

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Ask your own question: ewpire.com/?utm_source=x&utm… The account is free. The first run needs a top-up, from $10.

ewpire · One workspace. Every AI model.

Ask, build, create and compare leading AI models in one ewpire workspace: chat, code, images, video, music and multi-model consensus on one credit balance.

ewpire.com
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One automated code review, read out of the prompt that runs it rather than a report it produced. It asks five things: does the build do what the brief said, is it correct, is it secure, would it build and run at all, and was it designed on purpose.
ewpire card: "One review pass asks five questions about your build." What the prompt asks, before a single answer gets counted.

ALT ewpire card: "One review pass asks five questions about your build." What the prompt asks, before a single answer gets counted.

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The bar is a confidence of 75 and no blocking flag standing. The flag needs a strict majority of the models that answered, and an exact split does not block, because there is no majority to report. Below two answers, an older keyword scan decides instead.
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Open the last review an AI builder handed you and look for two things: a number you can compare against something, and a list of what it would not sign off on. If neither is in there, what you have is a summary, not a review.
ewpire card: "Open the last review you were handed." Look for a number to compare and a list of what it would not sign off on.

ALT ewpire card: "Open the last review you were handed." Look for a number to compare and a list of what it would not sign off on.

Two models can only agree or disagree. There is no majority there, nothing to resolve a split. So the rule under our idea checks is a floor, not a preference: at least three seats, and never all of them from one lab.
ewpire visual: man alone in a rehearsal room, empty chairs behind him. Text: "A panel of one had nothing to compare. Never all from one lab."

ALT ewpire visual: man alone in a rehearsal room, empty chairs behind him. Text: "A panel of one had nothing to compare. Never all from one lab."

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We generate your llms.txt and call it a hedge. Ten minutes of plain text you publish yourself: what the product is, who it is for, what it costs. Cheap to put up, unproven as a channel, and the report prints that word beside the file rather than a forecast.
ewpire card: "We generate your llms.txt and call it a hedge." Cheap plain text you publish yourself, never sold here as a channel.

ALT ewpire card: "We generate your llms.txt and call it a hedge." Cheap plain text you publish yourself, never sold here as a channel.

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The file comes out of the presence run in Traffic, 5 credits, beside the answer-first copy, the FAQ and the JSON-LD. An audit reads how models describe you today and changes nothing published. Probability, never a promise. 20 free credits, no card: ewpire.com/traffic?utm_sourc…

AI Visibility – how AI assistants describe you · ewpire

AI Visibility is opening soon: see what several AI models say about your product and publish the facts they read. It does not guarantee placement.

ewpire.com
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In April 2025 OpenAI withdrew a GPT-4o update and wrote that it had produced "responses that were overly supportive but disingenuous". The lab saw that from outside. Inside one chat, a yes that could never have been a no still reads like judgement.
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Quote is OpenAI's own, on the update it rolled back, April 2025: simonwillison.net/2025/Apr/3… Ideation runs several models on the idea instead of one – each alone, then reading the others with the lab names stripped. 20 free credits: ewpire.com/ideation?utm_sour…

Sycophancy in GPT-4o: What happened and what we’re doing about it

Relatively thin post from OpenAI talking about their recent rollback of the GPT-4o model that made the model way too sycophantic - "overly flattering or agreeable", to use OpenAIs own …

simonwillison.net
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The same question about your company, put to two assistants, and the two answers read side by side. Both might draw a blank. Both might match, and a match is not proof – two models can be confidently wrong in the same way. Or they disagree, and that gap is the part to read.
ewpire visual: woman at a studio workbench, two phones lying side by side. Text: "The same question, asked twice over. A match is not proof."

ALT ewpire visual: woman at a studio workbench, two phones lying side by side. Text: "The same question, asked twice over. A match is not proof."

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This one is Traffic: several independent models get the same questions about your brand, and you see who knew you, who did not, and where they disagree. Never a promise, only a higher probability. From $25/mo yearly, 20 free credits, no card: ewpire.com/traffic?utm_sourc…

AI Visibility – how AI assistants describe you · ewpire

AI Visibility is opening soon: see what several AI models say about your product and publish the facts they read. It does not guarantee placement.

ewpire.com
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A single reviewer cannot disagree with itself. The four builders we track each document one automated review. We put several models on the same file instead: separately first, then each reading the others with the lab names stripped, and the tally is shown.
ewpire card: "A single reviewer cannot disagree with itself." No second model is documented on the same file.

ALT ewpire card: "A single reviewer cannot disagree with itself." No second model is documented on the same file.

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$199 came from a version of our own page we replaced in July. On 3 August the index was asked what our company costs and answered from a cached copy. No chat assistant was queried: they need a login. One engine refused outright. Web index and live pages only.
ewpire card: "$199 came from a page we replaced in July." The index was asked what we cost and answered from the old cached copy.

ALT ewpire card: "$199 came from a page we replaced in July." The index was asked what we cost and answered from the old cached copy.

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That run was a manual index check, not a Traffic audit. Traffic puts buyer questions about your brand to several frontier models and shows where they contradict each other. It raises the probability of an accurate description; no citation is promised. ewpire.com/traffic?utm_sourc…

AI Visibility – how AI assistants describe you · ewpire

AI Visibility is opening soon: see what several AI models say about your product and publish the facts they read. It does not guarantee placement.

ewpire.com
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Being unknown is the cheaper problem, and publishing is what moves it. A description that is confident and wrong is the expensive one. It gets copied into the next one, it reaches you last, and nobody tells you it is out there.
ewpire card: "Being unknown is the cheaper problem." A confident wrong description gets copied forward and reaches you last.

ALT ewpire card: "Being unknown is the cheaper problem." A confident wrong description gets copied forward and reaches you last.

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Search your own name and the word pricing, then open the page the answer cites. If it is not yours, somebody else answers for you. A stale cache is not fixed by editing. You ask for a recrawl and wait your turn.
ewpire card: "Bookmark this and run it on your own name." Search your name with the word pricing, then open the page it cites.

ALT ewpire card: "Bookmark this and run it on your own name." Search your name with the word pricing, then open the page it cites.

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