If AI want's public trust. It should cure something.

We built a free tool at @k_dense_ai for researchers called Citation Telephone. Built on Jev from @typesafeai and free to use!

From results to manuscript in the same workspace. Kady drafted the LaTeX paper. Edit the source, recompile in about a second, and ⌘-click the PDF to jump to the matching line. AI edits come back as diffs you accept or revert.

Where did this figure come from? One click shows the step that made it, its sha256, the model, the Python environment, and the exact script, which leads back to your raw data. Kady records this by watching what actually ran. The AI has no way to write it.

Kady keeps a lab notebook while it works: hypotheses, methods, observations, decisions. Evidence is linked as supporting or challenging, cited files are checked for changes, and every finding can be stress-tested or turned into "what next?" Your AI's reasoning, on the record.

Open the files you actually work with, right in the workspace: 🧬 3D protein structures you can rotate ⚗️ Molecule galleries from SDF 🔬 Single-cell UMAPs from .h5ad, colored by cluster 60+ scientific formats, nothing extra to install.

Use the AI you already pay for. Sign in with ChatGPT, Claude Pro/Max, Copilot, xAI, Kimi or Meta. Or paste a key for 39 providers, use OpenRouter or NVIDIA NIM, or run free local models with Ollama. 200+ models in one picker. Your keys stay on your machine.

We built an AI co-scientist you can put on your bench. Faraday is a custom hardware + software appliance running on @nvidia DGX Spark powered by @googlegemma. Fully local models, no data leaving your lab. First look: k-dense.ai/products/faraday Launching later this year!