Introducing CRAF 4.6

Read the research.
See the whole
picture.

Syllogos brings AI research assessment to the papers you read. Evaluate credibility, examine the evidence, and understand the limitations, right where you read.

Three real papers. No signup. Yours to explore.

SYLLOGOSCRAF 4.6
FULL ASSESSMENT

Beyond the breakthrough.

Understand the strengths.
Keep the limitations in view.

Methodological rigor
Originality & contribution
Objectivity & reflexivity
01

Strong experimental design.
Limited reporting of uncertainty.

Explore a sample assessment
YOUR SOURCE. A DEEPER PERSPECTIVE.
Built for a more thoughtful reading10 dimensions Evidence-linked reasoning Researcher-led interpretation
Try Syllogos

Less explaining. More exploring.

Three real papers. The actual application.
Choose a source inside the demo and explore its complete assessment.

Interactive demoNo account. No credits.

Choose analysis, then Full Assessment. The reports come from the real Syllogos pipeline.

Ready for your own papers? Download ↗
Your research. Your next step.

Try your own paper.

Take the full assessment workflow to your desktop.

Download Syllogos
Beyond summarization

A paper has findings.
Understand its quality.

From the first source to the bigger picture. One connected research workflow.

Read the reasoning behind the score.

Move from quick orientation to a full CRAF 4.6 assessment. Examine methods, validity, originality, coherence, sources and bias with evidence beside every conclusion.

  • Ten dimensions, five quality bands
  • Evidence, strengths and limitations
  • Focused actions or one complete assessment
What’s included

Move from quick orientation to a full CRAF 4.6 assessment. Examine methods, validity, originality, coherence, sources and bias with evidence beside every conclusion.

  • Ten dimensions, five quality bands
  • Evidence, strengths and limitations
  • Focused actions or one complete assessment
See it in the demo
Syllogos
Actual Syllogos full assessment report for Attention Is All You Need
AI organizes the evidence. You make the judgment.Get Syllogos
The framework · CRAF 4.6

Ten dimensions. One fuller picture.

Explore the Credibility Research Assessment Framework, one dimension at a time.

Inside an assessment

Attention Is All You Need · 2017

Read the paper
Dimension 01 of 10

Methodological rigor

8.7Strong

How carefully was the research designed and carried out?

01020304050607080910Overall score8.7out of 10
One paper. Ten perspectives.

What supports it

Thorough ablation study isolates the impact of individual architectural components.

How to read the scoresFive bands, from Poor to Exemplary
Poor0–3.9
Weak4–5.9
Adequate6–7.4
Strong7.5–8.9
Exemplary9–10

The rubric and calibration anchors determine each band and score. Observable checklists audit the evidence; their pass ratio does not calculate the score. The overall assessment uses discipline-adaptive weights.

FILM 01/Product overview

The thinking behind Syllogos.

A guided introduction to the reasoning behind Syllogos, its research framework, and the evidence-linked workflow that keeps scholarly judgment in your hands.

Syllogos / Overview02:50
4K product film

Film 01Why Syllogos · Original overview, with some earlier application screens

Sound on · Fullscreen available

Pricing · planned at launch

Start with a paper.
Grow with your work.

Accessible assessment for individual researchers. Room for deeper work and shared reviews.

Free

Begin evaluating research with a clear framework.

$0/ forever
Try the demo

No credit card required

  • 5 deep analyses each month
  • Unlimited summaries and key points
  • All ten CRAF dimensions available
  • Automatic source detection
  • Limited Labs conversations
Recommended

Researcher

For researchers who evaluate studies every day.

$18/ month
Coming soon

$180/year, saving two months

  • 25 deep analyses each month
  • Books and long-form sources
  • Referee reports and generous Labs
  • Voice dialogue and read-aloud
  • Saved research and full history

Pro

For sustained assessment across larger bodies of work.

$49/ month
Coming soon

$499/year, built for power users

  • High soft cap on deep analyses
  • Batch workflows for books and papers
  • Unlimited referee reports
  • Priority deep-model access
  • Everything in Researcher

Team / Lab

One shared language for research quality.

$22/ seat / month
Coming soon

From $22 per seat · pooled usage

  • Pooled deep-analysis allowance
  • Shared research feed and reports
  • Workspace administration
  • Centralized billing
  • Institutional pathway available

Flexible allowances. Additional deep assessments: $0.45 each. Paid plans are coming soon.

Researcher-led, always

A clearer assessment.
Your judgment.

Evidence before conclusions. Context around every score. Limitations that stay visible.

Syllogos supports critical reading. It keeps every finding open to review, dialogue and challenge.

Meet the project
A few useful answers
Your next paper starts here

Bring Syllogos
into your research.

The full CRAF 4.6 workflow, on your desktop. Assess your own sources, question the evidence and keep your research connected.

Try it first in your browser

Syllogos for macOS

One download for Apple Silicon and Intel.

Download for macOS macOS 12+ · v0.1.10 · 297 MB
Windows 10+ Coming soon
  1. 01
    Install

    Open the DMG. Drag Syllogos into Applications.

  2. 02
    Bring a source

    Use a paper, DOI, screenshot or pasted text.

  3. 03
    Explore the evidence

    Run an assessment. Read, question and interpret.

CRAF 4.6: ten dimensions, explicit evidence and clearer limitations.Need a hand? Contact us ↗