Demos

Interactive demos of AFM foundation models, the PIN training platform, ROUTER decision routing, the AGENT Cloud Agent, and the MEMO memory store — estimate on-device performance, training cost, routing, agent runs, and memory storage in your browser.

• Interactive, fully client-side simulations — tune the parameters and watch the results update in real time.
• Pick a foundation model and a target device to estimate decode speed, latency, and memory footprint — all running locally on the edge.
• Configure a fine-tuning run — base model, method, dataset, and hardware — to estimate GPU-hours, wall-clock time, and cost.
• Type a query or pick an example to see how ROUTER scores the Semantic, Agent, and AFM-D System One policies.
• Describe a goal and set how many tools the agent can call — see the plan it builds, the tool calls it makes, and the latency and cost of running it in the cloud.
• Choose a backend, memory tier, and retrieval mode — estimate storage footprint, retrieval latency, and Recall@5 for your long-term memory store, on-device or in the cloud.