ewpire
@ewpire.com
Full-cycle AI platform for founders and teams. Turn ideas into MVPs and build AI-visible products with a consensus of frontier models.
In April 2025 OpenAI withdrew a GPT-4o update and wrote that it produced "responses that were overly supportive but disingenuous". A yes carries information only when a no was available. One chat window has no outside view of itself.
September 9, 2026 at 4:20 PM
In April 2025 OpenAI withdrew a GPT-4o update and wrote that it produced "responses that were overly supportive but disingenuous". A yes carries information only when a no was available. One chat window has no outside view of itself.
The same question about your company, put to two assistants, and the answers read side by side. Both might draw a blank. Both might match, and a match is not proof. Or they disagree, and that gap is the part to read.
September 9, 2026 at 8:20 AM
The same question about your company, put to two assistants, and the answers read side by side. Both might draw a blank. Both might match, and a match is not proof. Or they disagree, and that gap is the part to read.
$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 of our own site. Every live page was correct the whole time.
September 8, 2026 at 4:20 PM
$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 of our own site. Every live page was correct the whole time.
An AI builder can now work up to ten hours on one message you typed. The clock and the running cost sit on screen the whole way. Then it stops, and every decision it made while you were somewhere else is waiting for you.
September 8, 2026 at 8:20 AM
An AI builder can now work up to ten hours on one message you typed. The clock and the running cost sit on screen the whole way. Then it stops, and every decision it made while you were somewhere else is waiting for you.
Building it is how you find out. Replit's Growth Kit, read 7 Sep, is fifteen free skills. The closest one pressure-tests an app idea for viral reach. None returns a verdict on whether to build.
September 7, 2026 at 11:10 PM
Building it is how you find out. Replit's Growth Kit, read 7 Sep, is fifteen free skills. The closest one pressure-tests an app idea for viral reach. None returns a verdict on whether to build.
Automated code scans are becoming standard at AI builders: a single review, not several models comparing notes. We send the same generated code to several models instead and show where they split. Not a security audit, not a certification, not a promise the code is correct.
September 7, 2026 at 4:20 PM
Automated code scans are becoming standard at AI builders: a single review, not several models comparing notes. We send the same generated code to several models instead and show where they split. Not a security audit, not a certification, not a promise the code is correct.
Ask an assistant what would break your idea. It might name a real weak spot. Or it might just agree with you, because that's easier. One reply can't tell you which happened.
September 7, 2026 at 8:20 AM
Ask an assistant what would break your idea. It might name a real weak spot. Or it might just agree with you, because that's easier. One reply can't tell you which happened.
A crawler opened our homepage last month and could not render it: its own environment kept browser history frozen, and routing code that runs everywhere else broke against it. One log line saw it. Zero people did.
September 6, 2026 at 11:10 PM
A crawler opened our homepage last month and could not render it: its own environment kept browser history frozen, and routing code that runs everywhere else broke against it. One log line saw it. Zero people did.
The number in your deck has no source. You asked once, it answered once, and the answer went into the slide. Ask again tomorrow and it moves: same question, a different billion.
September 6, 2026 at 4:20 PM
The number in your deck has no source. You asked once, it answered once, and the answer went into the slide. Ask again tomorrow and it moves: same question, a different billion.
Ask an assistant what your product cannot do. Either it draws a blank, or it fills the blanks with limits that sound reasonable and that nobody ever wrote. The next person has no reason to doubt them.
September 6, 2026 at 8:20 AM
Ask an assistant what your product cannot do. Either it draws a blank, or it fills the blanks with limits that sound reasonable and that nobody ever wrote. The next person has no reason to doubt them.
A prompt is half a spec. The model writes the other half: the empty states, the second user on one account, what happens when a payment fails. Ask for that spec back before it builds.
September 6, 2026 at 7:50 AM
A prompt is half a spec. The model writes the other half: the empty states, the second user on one account, what happens when a payment fails. Ask for that spec back before it builds.
Ask five assistants what your product does and you get five products. None of them asked you, and none of them compared notes. The gap between the versions has a number, and a number can move.
September 5, 2026 at 4:20 PM
Ask five assistants what your product does and you get five products. None of them asked you, and none of them compared notes. The gap between the versions has a number, and a number can move.
A confident bug looks exactly like working code, and if you cannot read code, the tone is all you get. A builder that ships whatever one model wrote ships the bug in the same steady voice.
September 5, 2026 at 8:20 AM
A confident bug looks exactly like working code, and if you cannot read code, the tone is all you get. A builder that ships whatever one model wrote ships the bug in the same steady voice.
Ask four models about the idea and three say yes, which is cheap and tells you nothing new. The one that splits off names the assumption the idea rests on. Agreement is cheap. The split is the data.
September 4, 2026 at 11:10 PM
Ask four models about the idea and three say yes, which is cheap and tells you nothing new. The one that splits off names the assumption the idea rests on. Agreement is cheap. The split is the data.
One account, not three products.
The idea gets tested. The brief that comes out builds the MVP. The MVP gets checked for how AI engines describe it back.
Same balance of credits the whole way.
The idea gets tested. The brief that comes out builds the MVP. The MVP gets checked for how AI engines describe it back.
Same balance of credits the whole way.
August 15, 2026 at 8:09 AM
One account, not three products.
The idea gets tested. The brief that comes out builds the MVP. The MVP gets checked for how AI engines describe it back.
Same balance of credits the whole way.
The idea gets tested. The brief that comes out builds the MVP. The MVP gets checked for how AI engines describe it back.
Same balance of credits the whole way.
7 models. 14 messages of deliberation. Three rounds: propose, attack, synthesise.
Out comes a score, a confidence read, and a dissent map – the exact claims where the models refused to converge.
I read the disagreement before the score.
Out comes a score, a confidence read, and a dissent map – the exact claims where the models refused to converge.
I read the disagreement before the score.
August 14, 2026 at 6:36 PM
7 models. 14 messages of deliberation. Three rounds: propose, attack, synthesise.
Out comes a score, a confidence read, and a dissent map – the exact claims where the models refused to converge.
I read the disagreement before the score.
Out comes a score, a confidence read, and a dissent map – the exact claims where the models refused to converge.
I read the disagreement before the score.
Ask one AI whether your idea is any good and it says yes. It says yes to everyone.
Ask five, separately, and they stop agreeing. Where they split is the part that carries information.
ewpire is on Product Hunt today: www.producthunt.com/products/ewp...
Ask five, separately, and they stop agreeing. Where they split is the part that carries information.
ewpire is on Product Hunt today: www.producthunt.com/products/ewp...
August 14, 2026 at 6:03 PM
Ask one AI whether your idea is any good and it says yes. It says yes to everyone.
Ask five, separately, and they stop agreeing. Where they split is the part that carries information.
ewpire is on Product Hunt today: www.producthunt.com/products/ewp...
Ask five, separately, and they stop agreeing. Where they split is the part that carries information.
ewpire is on Product Hunt today: www.producthunt.com/products/ewp...
There are two bad scores on an AI-visibility check.
Zero: nobody has heard of you.
One: they answer confidently and wrong.
Nobody complains about the second. They just don't arrive.
We ran it on ourselves, twice:
ewpire.com/articles/how...
Zero: nobody has heard of you.
One: they answer confidently and wrong.
Nobody complains about the second. They just don't arrive.
We ran it on ourselves, twice:
ewpire.com/articles/how...
August 14, 2026 at 12:45 PM
There are two bad scores on an AI-visibility check.
Zero: nobody has heard of you.
One: they answer confidently and wrong.
Nobody complains about the second. They just don't arrive.
We ran it on ourselves, twice:
ewpire.com/articles/how...
Zero: nobody has heard of you.
One: they answer confidently and wrong.
Nobody complains about the second. They just don't arrive.
We ran it on ourselves, twice:
ewpire.com/articles/how...
"One cached page spoke for the whole company."
Our visibility check found a single ewpire.com page in the index - the FAQ, under a title replaced in July. Homepage, pricing and the comparison page were absent. Everything correct we had published was unreachable.
Our visibility check found a single ewpire.com page in the index - the FAQ, under a title replaced in July. Homepage, pricing and the comparison page were absent. Everything correct we had published was unreachable.
August 14, 2026 at 11:00 AM
"One cached page spoke for the whole company."
Our visibility check found a single ewpire.com page in the index - the FAQ, under a title replaced in July. Homepage, pricing and the comparison page were absent. Everything correct we had published was unreachable.
Our visibility check found a single ewpire.com page in the index - the FAQ, under a title replaced in July. Homepage, pricing and the comparison page were absent. Everything correct we had published was unreachable.
"Your price is quoted from a page you no longer control."
We ran our own visibility check on ourselves: the index answered our pricing question with a figure we retired in July, taken from a cached copy of our own page. The live page had been correct for weeks.
We ran our own visibility check on ourselves: the index answered our pricing question with a figure we retired in July, taken from a cached copy of our own page. The live page had been correct for weeks.
August 14, 2026 at 10:26 AM
"Your price is quoted from a page you no longer control."
We ran our own visibility check on ourselves: the index answered our pricing question with a figure we retired in July, taken from a cached copy of our own page. The live page had been correct for weeks.
We ran our own visibility check on ourselves: the index answered our pricing question with a figure we retired in July, taken from a cached copy of our own page. The live page had been correct for weeks.
Your idea. Five frontier models. One map of where they split.
Each answers independently, then they challenge each other's answers. You get a confidence score and a dissent map, not one confident guess.
First report is free - 20 credits, no card.
ewpire.com
Each answers independently, then they challenge each other's answers. You get a confidence score and a dissent map, not one confident guess.
First report is free - 20 credits, no card.
ewpire.com
August 12, 2026 at 6:35 PM
Your idea. Five frontier models. One map of where they split.
Each answers independently, then they challenge each other's answers. You get a confidence score and a dissent map, not one confident guess.
First report is free - 20 credits, no card.
ewpire.com
Each answers independently, then they challenge each other's answers. You get a confidence score and a dissent map, not one confident guess.
First report is free - 20 credits, no card.
ewpire.com
"One model, sampled forty times, is not a panel."
The two results everyone cites for multi-model AI both measure ONE model. Self-consistency is a decoding trick; the debate paper ran three copies of gpt-3.5. An ICLR replication found debate loses to plain self-consistency.
The two results everyone cites for multi-model AI both measure ONE model. Self-consistency is a decoding trick; the debate paper ran three copies of gpt-3.5. An ICLR replication found debate loses to plain self-consistency.
August 12, 2026 at 5:58 PM
"One model, sampled forty times, is not a panel."
The two results everyone cites for multi-model AI both measure ONE model. Self-consistency is a decoding trick; the debate paper ran three copies of gpt-3.5. An ICLR replication found debate loses to plain self-consistency.
The two results everyone cites for multi-model AI both measure ONE model. Self-consistency is a decoding trick; the debate paper ran three copies of gpt-3.5. An ICLR replication found debate loses to plain self-consistency.
"Four agreed. That is not the same as right."
ICML 2025, 350+ models: when two models are both wrong, they give the same wrong answer about 60% of the time on HELM - against a 33% chance baseline. Different labs, different architectures, same mistake.
ICML 2025, 350+ models: when two models are both wrong, they give the same wrong answer about 60% of the time on HELM - against a 33% chance baseline. Different labs, different architectures, same mistake.
August 12, 2026 at 5:36 PM
"Four agreed. That is not the same as right."
ICML 2025, 350+ models: when two models are both wrong, they give the same wrong answer about 60% of the time on HELM - against a 33% chance baseline. Different labs, different architectures, same mistake.
ICML 2025, 350+ models: when two models are both wrong, they give the same wrong answer about 60% of the time on HELM - against a 33% chance baseline. Different labs, different architectures, same mistake.
"Your idea. Five models. One map."
Five frontier models from different labs: independent proposals, forced critique, one synthesis - with a confidence score and a dissent map of where they split.
First consensus report is free - 20 credits, no card. ewpire.com
Five frontier models from different labs: independent proposals, forced critique, one synthesis - with a confidence score and a dissent map of where they split.
First consensus report is free - 20 credits, no card. ewpire.com
August 11, 2026 at 7:35 PM
"Your idea. Five models. One map."
Five frontier models from different labs: independent proposals, forced critique, one synthesis - with a confidence score and a dissent map of where they split.
First consensus report is free - 20 credits, no card. ewpire.com
Five frontier models from different labs: independent proposals, forced critique, one synthesis - with a confidence score and a dissent map of where they split.
First consensus report is free - 20 credits, no card. ewpire.com
"Four agreeing models can share one blind spot."
"Great Models Think Alike and this Undermines AI Oversight" (arXiv 2502.04313): models trained on overlapping data make correlated errors. Agreement is not verification - independence is.
"Great Models Think Alike and this Undermines AI Oversight" (arXiv 2502.04313): models trained on overlapping data make correlated errors. Agreement is not verification - independence is.
August 11, 2026 at 6:50 PM
"Four agreeing models can share one blind spot."
"Great Models Think Alike and this Undermines AI Oversight" (arXiv 2502.04313): models trained on overlapping data make correlated errors. Agreement is not verification - independence is.
"Great Models Think Alike and this Undermines AI Oversight" (arXiv 2502.04313): models trained on overlapping data make correlated errors. Agreement is not verification - independence is.