Critical Thinking AI for constructive criticism and science evaluation
Cloud agent sandbox with persistent filesystem and on-demand compute
Stage
Not given
MVP
Founded
Not given
Not given
Based in
IL
US
Pricing model
Freemium
Paid
Pricing
Not given
Compute: $0.015 per GiB-hour (approximately $0.000004167 per GiB-second, billed by the second). Storage: $0.02 per GiB-month for retained incremental RootFS data and memory checkpoints. Network ingress and egress currently free. Object-store GET and PUT requests free. New users receive $5 free credi
Key features
Core claim extraction and validation
Grant proposal evaluation
Personalized research insights feed
Validity scoring and contradiction resolution
SOC 2 Type II and ISO 27001 compliance
Data privacy with no model training on submissions
Automatic filesystem growth as storage fills
Pause compute without losing work or paying compute charges
Resume to same environment on demand
Access files while paused without waking compute
Public HTTP services with auto-resume capability
Command-line interface (s0 CLI) for agent-native workflows
Incremental checkpoints to avoid full filesystem copies
Scoped API keys and team-based access controls
On-demand file reads without downloading entire filesystem
What makes it different
Only AI platform trained on feedback from thousands of domain experts including Nobel laureates
User manuscripts never used for model training or fine-tuning
Provides nature-reviewer-level feedback at scale
Built by scientists for scientists
Persistent filesystem across pause/resume without duplicating data
Pay only for compute time used; paused sandboxes have zero compute charges
Automatic filesystem growth so agents can install and persist unlimited tools
QED Science