JOURNAL
Essays, technical whitepapers, and engineering updates from the Araskova team. Zero bloat, instant access.
The Shift Toward Sovereign Edge AI & Hardware Autonomy — Araskova Perspective
An analysis of recent global developments in AI infrastructure, edge compute runtimes, and direct commentary from Araskova founders Anvin P Shibu and Muhammad Akif.
Building the Malayalam Corpus: 47.5M Tokens and Why It Matters
How we're building a 47.5M-token Malayalam corpus from scratch — the data engine behind Araskova's regional AI strategy, and what makes it different from scraped web data.
Federated Learning at the Edge: The Architecture Behind Vigil's Privacy Design
The federated learning architecture we're designing into Vigil — why on-device training matters for industrial AI where raw data never leaves the facility.
Zero-Trust Architecture for Autonomous Systems: The Design Philosophy Behind Cerberus
Why Araskova's Cerberus security product is built on a zero-trust foundation — and why perimeter defense is the wrong model for autonomous AI infrastructure.
Why We Started Araskova
The vision behind building an autonomous intelligence company in Kerala.
The Future of Physical Relay Logic in AI Systems
Why Araskova engineers rely on deterministic physical relays as the ultimate failsafe for neural-driven robotics.
Unreasonable
Intelligence.
Essays on deep-tech, autonomous systems, and raw engineering. No spam, only signal.