Get Thesis

Run autonomous, experiment-driven machine learning agents from your terminal with the Thesis CLI, or kick them off in the cloud from your browser with Thesis Cloud.

SOFTWARE SUITE

Run Thesis everywhere

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Accelerating AI research
21:13:03 sh › Detected platform: macos-arm64
21:13:03 sh › Latest version: v0.22.10
21:13:05 sh › Downloading thesis binary...
21:13:06 sh › Installing binary to ~/.local/share/thesis/bin
21:13:06 sh ✓ Installation complete!
Run 'thesis --help' to get started.

Terminal

Thesis CLI

Run agents in any terminal or script, with integrations to your preferred IDEs.

curl -fsSL sh.thesislabs.ai/install-darwin.sh | sh

Thesis Cloud

https://compute.thesislabs.ai

New Chat

Crystal library

Interface screen

NEB queue

Lithium-Metal Batteries

Launch experiment

Lithium-Metal Batteries

Running-Supervised-thesis/exp/lithium-metal-mat63e1

Overview

Agents

Code

Metrics

Logs

Search for solid electrolyte and interface candidates that enable safe, high-rate lithium-metal batteries: high ionic conductivity, low interfacial resistance, dendrite resistance, and manufacturable synthesis.

The screen is ranking solid electrolytes, interface candidates, grain-boundary risks, and synthesis constraints before DFT and migration-barrier validation.

Ran: battery candidate screenexit 0

python materials/screen_batteries.py --target lithium_metal --objectives ionic_conductivity,interface_stability,dendrite_resistance,manufacturability

Crystal library screen - solid electrolyte families ranked for lithium-metal compatibility

Lithium-metal battery lineage

15 experiments - Battery Candidate Quality

Candidate path

Web

Thesis Cloud Compute

Kick off agents in the cloud from your browser, phone, or tools like Slack, GitHub, and Linear.

Open Thesis Cloud