Decider · TuringCorp
@turingcorp.bsky.social
Decider judges two-option decisions: it picks the stronger one, reports how confident it was, and shows the reasoning. Real cases every day.
https://poe.com/TuringCorp-Decider
https://poe.com/TuringCorp-Decider
Jev turned judgment into an interface: a typed value and a probability instead of three paragraphs to parse. A real win, adopted across the ecosystem within days.
Full piece:
https://dev.to/turingcorp/what-jev-got-right-judgment-as-an-interface-not-a-paragraph-19pj?src=bluesky
Full piece:
https://dev.to/turingcorp/what-jev-got-right-judgment-as-an-interface-not-a-paragraph-19pj?src=bluesky
October 2, 2026 at 1:10 AM
Jev turned judgment into an interface: a typed value and a probability instead of three paragraphs to parse. A real win, adopted across the ecosystem within days.
Full piece:
https://dev.to/turingcorp/what-jev-got-right-judgment-as-an-interface-not-a-paragraph-19pj?src=bluesky
Full piece:
https://dev.to/turingcorp/what-jev-got-right-judgment-as-an-interface-not-a-paragraph-19pj?src=bluesky
A judge that reports 95% on everything is telling you nothing: a flat confidence table separates no cases.
Full piece:
https://dev.to/turingcorp/when-both-answers-are-defensible-the-right-answer-is-that-it-is-a-coin-flip-1o7j?src=bluesky
Full piece:
https://dev.to/turingcorp/when-both-answers-are-defensible-the-right-answer-is-that-it-is-a-coin-flip-1o7j?src=bluesky
October 1, 2026 at 1:57 AM
A judge that reports 95% on everything is telling you nothing: a flat confidence table separates no cases.
Full piece:
https://dev.to/turingcorp/when-both-answers-are-defensible-the-right-answer-is-that-it-is-a-coin-flip-1o7j?src=bluesky
Full piece:
https://dev.to/turingcorp/when-both-answers-are-defensible-the-right-answer-is-that-it-is-a-coin-flip-1o7j?src=bluesky
Eight conversations about one decision, and you felt better after every one. That's the tell: you weren't short of information, you were shopping for a co-signer.
Full piece:
https://dev.to/turingcorp/you-are-not-collecting-information-you-are-collecting-permission-1le?src=bluesky
Full piece:
https://dev.to/turingcorp/you-are-not-collecting-information-you-are-collecting-permission-1le?src=bluesky
September 30, 2026 at 1:57 AM
Eight conversations about one decision, and you felt better after every one. That's the tell: you weren't short of information, you were shopping for a co-signer.
Full piece:
https://dev.to/turingcorp/you-are-not-collecting-information-you-are-collecting-permission-1le?src=bluesky
Full piece:
https://dev.to/turingcorp/you-are-not-collecting-information-you-are-collecting-permission-1le?src=bluesky
A router at 0.90 confidence is free. At 0.55 it isn't. Escalating isn't a fallback, it's a second decision — harder than the routing one — and someone has to own it.
Full piece:
https://dev.to/turingcorp/the-router-is-only-055-sure-who-owns-that-call-3ibn?src=bluesky
Full piece:
https://dev.to/turingcorp/the-router-is-only-055-sure-who-owns-that-call-3ibn?src=bluesky
September 29, 2026 at 1:57 AM
A router at 0.90 confidence is free. At 0.55 it isn't. Escalating isn't a fallback, it's a second decision — harder than the routing one — and someone has to own it.
Full piece:
https://dev.to/turingcorp/the-router-is-only-055-sure-who-owns-that-call-3ibn?src=bluesky
Full piece:
https://dev.to/turingcorp/the-router-is-only-055-sure-who-owns-that-call-3ibn?src=bluesky
Flip the two candidates and the answer moves. If you threshold on a confidence number, ask how it was validated.
Full piece:
https://dev.to/turingcorp/order-invariance-is-not-a-spot-check-it-is-the-denominator-15jc?src=bluesky
Full piece:
https://dev.to/turingcorp/order-invariance-is-not-a-spot-check-it-is-the-denominator-15jc?src=bluesky
September 28, 2026 at 1:57 AM
Flip the two candidates and the answer moves. If you threshold on a confidence number, ask how it was validated.
Full piece:
https://dev.to/turingcorp/order-invariance-is-not-a-spot-check-it-is-the-denominator-15jc?src=bluesky
Full piece:
https://dev.to/turingcorp/order-invariance-is-not-a-spot-check-it-is-the-denominator-15jc?src=bluesky
Jev proved judgment can be cheap: 70-500 ms, $0.042 per million input tokens. But cheap judgment is only one of two axes.
Full piece:
https://dev.to/turingcorp/judgment-has-two-axes-jev-collapsed-one-almost-nobody-is-racing-on-the-other-57i9?src=bluesky
Full piece:
https://dev.to/turingcorp/judgment-has-two-axes-jev-collapsed-one-almost-nobody-is-racing-on-the-other-57i9?src=bluesky
September 27, 2026 at 1:57 AM
Jev proved judgment can be cheap: 70-500 ms, $0.042 per million input tokens. But cheap judgment is only one of two axes.
Full piece:
https://dev.to/turingcorp/judgment-has-two-axes-jev-collapsed-one-almost-nobody-is-racing-on-the-other-57i9?src=bluesky
Full piece:
https://dev.to/turingcorp/judgment-has-two-axes-jev-collapsed-one-almost-nobody-is-racing-on-the-other-57i9?src=bluesky
Poe points are not an allowance, they are a per-message bill: about $30 per million points.
Full piece:
https://dev.to/turingcorp/is-poe-worth-paying-for-do-the-points-math-first-then-judge-a-bot-by-what-it-charges-5jd?src=bluesky
Full piece:
https://dev.to/turingcorp/is-poe-worth-paying-for-do-the-points-math-first-then-judge-a-bot-by-what-it-charges-5jd?src=bluesky
September 26, 2026 at 1:43 AM
Poe points are not an allowance, they are a per-message bill: about $30 per million points.
Full piece:
https://dev.to/turingcorp/is-poe-worth-paying-for-do-the-points-math-first-then-judge-a-bot-by-what-it-charges-5jd?src=bluesky
Full piece:
https://dev.to/turingcorp/is-poe-worth-paying-for-do-the-points-math-first-then-judge-a-bot-by-what-it-charges-5jd?src=bluesky
Case 8 · Business
A large client wants a year-long contract, but their setup needs features we w…
Both options are defensible. Decider picked Option B at 80.0%.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
A large client wants a year-long contract, but their setup needs features we w…
Both options are defensible. Decider picked Option B at 80.0%.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
September 25, 2026 at 2:48 PM
Case 8 · Business
A large client wants a year-long contract, but their setup needs features we w…
Both options are defensible. Decider picked Option B at 80.0%.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
A large client wants a year-long contract, but their setup needs features we w…
Both options are defensible. Decider picked Option B at 80.0%.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
Case 7 · Business
Two products, one team of six. One retains well and grows slowly; the other grows fast and users leave after a month. Keep both, or consolidate?
Decider picked Option B at 73.3% confidence.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
Two products, one team of six. One retains well and grows slowly; the other grows fast and users leave after a month. Keep both, or consolidate?
Decider picked Option B at 73.3% confidence.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
September 24, 2026 at 2:45 PM
Case 7 · Business
Two products, one team of six. One retains well and grows slowly; the other grows fast and users leave after a month. Keep both, or consolidate?
Decider picked Option B at 73.3% confidence.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
Two products, one team of six. One retains well and grows slowly; the other grows fast and users leave after a month. Keep both, or consolidate?
Decider picked Option B at 73.3% confidence.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
Jev turned “a decision, not a sentence” into a product. We built the same core idea at the other extreme: a calibrated pick *plus* the reasoning — seconds slower, on purpose.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
September 23, 2026 at 10:07 AM
Jev turned “a decision, not a sentence” into a product. We built the same core idea at the other extreme: a calibrated pick *plus* the reasoning — seconds slower, on purpose.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
Follow-up to the post above: the server itself is here — endpoint, tool contract, auth, and the caveats in one page. Discovery is open, so you can read the tool list with no credentials:
https://mcp.turingcorp.net/
https://mcp.turingcorp.net/
September 22, 2026 at 11:14 PM
Follow-up to the post above: the server itself is here — endpoint, tool contract, auth, and the caveats in one page. Discovery is open, so you can read the tool list with no credentials:
https://mcp.turingcorp.net/
https://mcp.turingcorp.net/
Your agent picks between two defensible options. Can you test that choice?
If the judgement lives in a prompt, it's a paragraph — you can't assert on it or tell a confident pick from a coin flip.
https://huggingface.co/datasets/TuringCorp/poe-decider-recorded-cases
If the judgement lives in a prompt, it's a paragraph — you can't assert on it or tell a confident pick from a coin flip.
https://huggingface.co/datasets/TuringCorp/poe-decider-recorded-cases
September 22, 2026 at 11:11 PM
Your agent picks between two defensible options. Can you test that choice?
If the judgement lives in a prompt, it's a paragraph — you can't assert on it or tell a confident pick from a coin flip.
https://huggingface.co/datasets/TuringCorp/poe-decider-recorded-cases
If the judgement lives in a prompt, it's a paragraph — you can't assert on it or tell a confident pick from a coin flip.
https://huggingface.co/datasets/TuringCorp/poe-decider-recorded-cases
Case 6 · Tech
A production bug needs a fix today. Two approaches are on the table — which one?
Decider picked Option A at 81.7% confidence.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
A production bug needs a fix today. Two approaches are on the table — which one?
Decider picked Option A at 81.7% confidence.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
September 22, 2026 at 2:45 PM
Case 6 · Tech
A production bug needs a fix today. Two approaches are on the table — which one?
Decider picked Option A at 81.7% confidence.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
A production bug needs a fix today. Two approaches are on the table — which one?
Decider picked Option A at 81.7% confidence.
Try it on Poe:
https://api.turingcorp.net/platform/go/decider?src=bluesky
Case 5 · Tech
We can ship the first version in two weeks on a managed service, or in six weeks on our own infrastructure. Which do we pick?
Decider picked Option A at 81.7% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/tech-launch-timing?src=bluesky
We can ship the first version in two weeks on a managed service, or in six weeks on our own infrastructure. Which do we pick?
Decider picked Option A at 81.7% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/tech-launch-timing?src=bluesky
September 21, 2026 at 2:50 PM
Case 5 · Tech
We can ship the first version in two weeks on a managed service, or in six weeks on our own infrastructure. Which do we pick?
Decider picked Option A at 81.7% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/tech-launch-timing?src=bluesky
We can ship the first version in two weeks on a managed service, or in six weeks on our own infrastructure. Which do we pick?
Decider picked Option A at 81.7% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/tech-launch-timing?src=bluesky
Case 4 · Tech
Two of my engineers have been arguing for two days about the next API change: one endpoint with a mode parameter, or two separate endpoints.
https://api.turingcorp.net/platform/poe/examples/tech-api-shape
Two of my engineers have been arguing for two days about the next API change: one endpoint with a mode parameter, or two separate endpoints.
https://api.turingcorp.net/platform/poe/examples/tech-api-shape
September 20, 2026 at 2:45 PM
Case 4 · Tech
Two of my engineers have been arguing for two days about the next API change: one endpoint with a mode parameter, or two separate endpoints.
https://api.turingcorp.net/platform/poe/examples/tech-api-shape
Two of my engineers have been arguing for two days about the next API change: one endpoint with a mode parameter, or two separate endpoints.
https://api.turingcorp.net/platform/poe/examples/tech-api-shape
Case 3 · Writing
I am writing the launch post for the tool we just shipped. I have two openings and cannot decide which is stronger.
Decider picked Option B at 70.0% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-launch-open
I am writing the launch post for the tool we just shipped. I have two openings and cannot decide which is stronger.
Decider picked Option B at 70.0% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-launch-open
September 19, 2026 at 2:45 PM
Case 3 · Writing
I am writing the launch post for the tool we just shipped. I have two openings and cannot decide which is stronger.
Decider picked Option B at 70.0% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-launch-open
I am writing the launch post for the tool we just shipped. I have two openings and cannot decide which is stronger.
Decider picked Option B at 70.0% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-launch-open
Writing · a real decision
A new hire asked how we decide things here, and I want to point them at one short section of the handbook. Which version?
Decider picked Option A at 78.3% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-handbook
A new hire asked how we decide things here, and I want to point them at one short section of the handbook. Which version?
Decider picked Option A at 78.3% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-handbook
September 19, 2026 at 2:52 AM
Writing · a real decision
A new hire asked how we decide things here, and I want to point them at one short section of the handbook. Which version?
Decider picked Option A at 78.3% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-handbook
A new hire asked how we decide things here, and I want to point them at one short section of the handbook. Which version?
Decider picked Option A at 78.3% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-handbook
Writing · a real decision
The delivery slips by a week and it is on our side. The client is one we want to keep. Which version of the email do I send?
Decider picked Option A at 81.7% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-slip-email
The delivery slips by a week and it is on our side. The client is one we want to keep. Which version of the email do I send?
Decider picked Option A at 81.7% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-slip-email
September 19, 2026 at 2:45 AM
Writing · a real decision
The delivery slips by a week and it is on our side. The client is one we want to keep. Which version of the email do I send?
Decider picked Option A at 81.7% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-slip-email
The delivery slips by a week and it is on our side. The client is one we want to keep. Which version of the email do I send?
Decider picked Option A at 81.7% confidence.
Full reasoning:
https://api.turingcorp.net/platform/poe/examples/writing-slip-email
The confidence number is the product.
Our judge ties a plain model on raw pick rate (92.5% vs 92.7%). What a single pass can't give you is *how close the call was*: 90%+ confidence → right 99.6% of the time.
27 recorded runs:
https://api.turingcorp.net/platform/poe/examples
Our judge ties a plain model on raw pick rate (92.5% vs 92.7%). What a single pass can't give you is *how close the call was*: 90%+ confidence → right 99.6% of the time.
27 recorded runs:
https://api.turingcorp.net/platform/poe/examples
September 19, 2026 at 2:02 AM
The confidence number is the product.
Our judge ties a plain model on raw pick rate (92.5% vs 92.7%). What a single pass can't give you is *how close the call was*: 90%+ confidence → right 99.6% of the time.
27 recorded runs:
https://api.turingcorp.net/platform/poe/examples
Our judge ties a plain model on raw pick rate (92.5% vs 92.7%). What a single pass can't give you is *how close the call was*: 90%+ confidence → right 99.6% of the time.
27 recorded runs:
https://api.turingcorp.net/platform/poe/examples