MaxAI.net
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v4.7 · adversarial consensus engine

Let the machines argue.//
You get the answer.

MaxAI rewrites your question into the sharpest version of itself, polls every major frontier model in parallel, then forces them into a structured debate until they converge on a defensible answer. One tap executes the solution — from your phone.

11 models polled per query
3.2s avg. consensus time
99.7% dispute resolution rate
/01 · METHOD

Four stages. No hallucinations survive.

Every question runs through the same adversarial pipeline. No single model has the final word.

STAGE_01

Rewrite

A specialist model decomposes your question, fills in context, surfaces hidden assumptions, and rewrites it into the form most likely to yield truth.

STAGE_02

Poll

The refined question fans out to 11 frontier models in parallel — GPT, Claude, Gemini, Llama, Mistral, Grok, Qwen, and specialized domain experts.

STAGE_03

Debate

Models see each others' answers. Dissenters must justify. Agreements must withstand counter-argument. Rounds continue until convergence or stalemate.

STAGE_04

Execute

The consensus answer comes with a tap-to-do-it button. Book it, buy it, call it, file it, code it — MaxAI carries out the action on your device.

/02 · THE DEBATE

Watch them disagree in real time.

A live log from a recent query: "Is the 2019 Honda Odyssey CVT or traditional auto — and is it reliable?"

INPUT

Raw question

"Is the 2019 Honda Odyssey CVT or traditional auto — and is it reliable?"

REWRITTEN

"What transmission type does the 2019 Honda Odyssey use, and what is its documented reliability profile over 100k miles per NHTSA and owner-reported data?"

GPT-5 The 2019 Odyssey uses a CVT paired with the 3.5L V6.
CLAUDE Objection. Honda's 2018+ Odyssey uses a 10-speed automatic on Touring/Elite trims and 9-speed on lower trims. Not CVT.
GEMINI Confirming Claude. Honda service manual 31TZ5 lists ZF 9HP + Honda 10AT. GPT appears to be confusing with Pilot trim data.
GPT-5 Retracting. Correct — 9/10-speed auto. Apologies for the error.
LLAMA-4 Reliability: NHTSA complaints cluster around torque-converter shudder at 40-60k on 9-speed variant.
MAX Consensus: 9- or 10-speed automatic transmission. Reliability is acceptable but watch for 9-speed shudder — Honda TSB 19-091 addresses.
OUTPUT

Final verdict

9- or 10-speed automatic (not CVT). Reliability acceptable with one known issue.

CONFIDENCE
97%
SOURCES CITED

NHTSA · Honda Service Manual 31TZ5 · TSB 19-091 · 847 owner reports

/03 · CAPABILITIES

Not just answers. Actions.

Once the models agree, MaxAI bridges the gap between knowing and doing. Right from your phone.

Question Rewriting

A dedicated model refines your ask before any expensive inference happens. Garbage in → gold out.

11-Model Parallel Poll

Every frontier model answers at once. Disagreement is surfaced, not buried.

Structured Debate

Models critique each other's reasoning. Adversarial rounds continue until convergence.

One-Tap Execute

Book the flight, schedule the meeting, file the return, run the code — without leaving MaxAI.

Confidence Scoring

Every answer carries a calibrated confidence score based on model agreement, evidence strength, and dissent volume.

Full Audit Trail

Every answer comes with the complete debate transcript. See why models agreed, where they fought, who retracted.

11models
polled per query
3.2sec
to consensus
41%
fewer hallucinations vs. single-model
2.4M
debates resolved this month

Stop asking one AI.
Start interrogating all of them.

Free to download. First 50 debates per month on the house. No sign-up required to try.

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