AI peer review · built into your LaTeX editor

Why you’d be rejected,
before it ever counts.

The AI-native LaTeX editor and a modern Overleaf alternative. The same review the venue will write, minus the verdict. We’ve gotten that email too.

Your first review is free.

Decision for Submission #4172 — Reject
Program Chairs · 5:11 AM

We regret to inform you that your submission was not accepted. The reviews are attached below.

Reject
10 min from upload to full review3 reviewers on every draft500+ universities write on Murfy
01 · The diagnosis

The most careful reader your paper ever had
was the one who rejected it.

W1“State-of-the-art across all benchmarks” is not supported by Table 2.Two sentences would have fixed it.
W2Single-venue sampling; representativeness is asserted, not shown.One footnote.

Not your advisor, not your co-authors. So Murfy moves the review up. To when you can still fix it.

02 · Inside the editor

Drop in a draft. Watch it get read.

No separate report. Each critique pins to the paragraph it’s about, and each fix arrives as a diff. Take it or throw it out.

03 · The method

Feed it your paper.
It hunts hard and filters harder.

8reviewer agents

Eight relentless readers, each assigned a different way your paper can fail.

7scoring dimensions

Originality, soundness, clarity. Graded in numbers, the way committees decide.

3verification passes

Every criticism, checked against your paper three times. Invented flaws don’t survive.

Calibrated on 1,841 real conference reviews, so the severity matches the real thing.

04 · One paper, three reads

AI reviews it, the editor checks it,
and your advisor confirms it.

AI paper review

The argument

A full conference-style review, pinned to the exact lines it judges. Summary, Strengths, Weaknesses, and a six-point rating.

Editor checks

The mechanics

Broken references, missing citations, math that won’t compile. One compile, and every error points to the line it came from. An argument should never lose points for a broken reference.

Advisor & co-authors

The direction

Send one link. Comments, suggestions, direct edits. Every piece of feedback lands on the paper.

Three reads, three altitudes. What one round of proofreading costs elsewhere keeps this team on retainer.

05 · The stage it runs on

An editor made for writing, with the review built in.

main.texreferences.bibcompiled in 2.1s ✓
\section{Method}
We estimate the effect with \cite{
kim2026robustlee2025causal

A serious LaTeX editor

Autocomplete, formula shortcuts, live syntax checks, 2x-faster compiles. You never leave the page your paper lives on.

may offer improvements.
demonstrates consistent gains.
AcceptReject

Fixes you can refuse

Every AI edit is a diff in your source. Take it or reject it. The pen stays in your hand.

Prof. Kim commented on §4.1now
Morning briefing · 3 changes overnight07:00

Feedback finds you

A new comment rings your phone. A morning briefing sums up what changed overnight. Nothing sits unread for a week.

JK
SL
DH
MJ
+∞
editing together now

Teams don’t cost extra

Live co-editing, comments, and suggestions, with unlimited collaborators on Free plan. No per-seat math.

Revised abstractnow
Updated Table 2Restore
Intro first draft2d ago

Every version, kept

Every change becomes a restore point. See who edited what, compare any two moments, roll back one file or the whole paper.

Conference
Journal
Thesis

Start from a real template

Conference and journal templates that compile on the first try. Pick one and start writing, not configuring.

06 · Murfy vs Overleaf

Overleaf helps you write. Murfy argues back.

Murfy
Overleaf
Conference-style AI review✓ Built in
Fixes as reviewable diffs
Instant alerts & daily briefing
Unlimited collaborators✓ Free10 people
Comments & track changes✓ FreePaid only
Compile speed✓ 2x fasterStandard
07 · The receipt

Twelve findings become three.

Round 1 · first review
12
A fix attached to each one
Round 2 · one week later
3
New problems: 0

We don’t predict acceptance. We hand you proof that the paper is getting stronger.

The first word of
your next decision email: Accept

Bring your draft. The first review lands in ten minutes, free. And from that day, your paper isn’t alone.