Atlaso App
A desktop app for Mac and Windows. Memory-augmented AI assistant for writing, research, and coding. Free to download.
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Researching & Experimenting
AI’s knowledge that learns the way you work.Compounds with use.
Every conversation, an investment. Every next one, the return.
atlaso
beats
Two ways to use the memory.
Install the desktop app — or wire the SDK into your own stack.
How it works
The memory that grows with you.
Each message becomes a deposit. Old beliefs get superseded — never deleted. The newer confident answer wins.
Conversation with Atlaso
MAR 3
APR 5
25DEPOSITS·0SURFACED·0SUPERSEDED·33DAYS·0EMBEDDINGS
Use cases
Wherever AI needs to remember.
The same memory layer plugs into a coding agent, a support bot, a research analyst — or your own AI. Plain English deposits. No embeddings. No retraining.
Acme customer · 3rd lockout this week
AConversation · Acme Support
FIELDMemories0 deposits·FMI0
NEXT CONVERSATION · WHAT THE AGENT ALREADY KNOWS
01Recurring lockout pattern (3× this week)
02Linked to Tuesday's password reset
03Phone login still works — session issue
Same benchmark. Different result.
F1 score on LongMemEval-S, the public memory benchmark. Identical questions, identical judge — across every system.
Atlaso
0.0
Letta
0.0
mem0
0.0
cognee
0.0
LangMem*
0.0
n=500. GPT-5 permissive judge. Pre-registered as prereg-option3-v1.8. Methodology, judge prompts, and raw run logs on GitHub.
*LangMem result reflects a high abstention rate — the system declined to answer most questions.
Research
The work behind the app.
Every design choice — the memory field, the team topology, the timing — started as a result we ran and wrote up. Read the full papers.