| 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) | — |
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.
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.
| 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) | — |
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.
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.
