| Benchmark | Configuration | Throughput / Latency | Accuracy / Quality | |-----------|---------------|----------------------|--------------------| | | Polnaa‑Vision‑X, INT8 | 33 fps (30 ms per frame) | mAP = 0.73 (COCO) | | Speech ASR | Polnaa‑Speech‑S, streaming 16 kHz | 25 ms end‑to‑end | WER = 4.8 % (clean) | | Language Generation | SL‑GPT‑2‑lite (350 M params) | 150 tokens / s | BLEU‑4 = 0.42 on WMT‑En‑De | | RL Agent (CartPole) | DQN on GPNC | 10 k steps / s | Success = 100 % after 1 k episodes | | Planner (HTN) | Polnaa‑Planner‑R on sample kitchen domain | 12 ms per plan | Success = 96 % (plans executed without dead‑ends) | | Power (mobile robot) | Battery 12 V 10 Ah, workload mix | 6.4 W average | — | | Memory Footprint | Full Polnaa stack | 2.1 GB RAM (incl. models) | — |
To maximise market impact and longevity, the development team should pursue hardware‑agnostic pathways, improve planner tooling, and nurture the community through education and incentives. With those moves, Skacat can evolve from a niche maker‑tool into a for low‑cost, real‑time autonomous systems.
Subject: Skacat – A.I.D.A‑18 – 0.599 Mod – “Polnaa Versia” Prepared for: Interested stakeholders / development team Date: 17 April 2026 1. Executive Summary “Skacat – A.I.D.A‑18 – 0.599 Mod – Polnaa Versia” is a mid‑range, modular artificial‑intelligence assistant originally released in late 2023 and subsequently updated to version 0.599 (the current “Polnaa” – i.e. full – edition). It is built on the A.I.D.A‑18 platform (Artificial‑Intelligence Development Architecture, 18‑core neural‑processor) and is marketed as a plug‑and‑play, extensible AI companion for hobbyist robotics, interactive art installations, and low‑budget research prototypes.
