NIKEO LLC

NIKEO LLC is in active development toward an initial Google Play deployment, with a near-term focus on practical end-user tools and utilities for everyday use.

In parallel, NIKEO is developing a Python-based front-end GUI for Intelligent Agent management and research & development. Current R&D includes standard distillation workflows, iterative pipeline improvements (including attention and MLP experimentation), and exploration of alternative activation-function paradigms such as absquash, mixed/multi-activation layer designs, and non-standard connectivity strategies.

This work includes a planned free/open-source offering under the GNU General Public License (GPL).

Current Focus

• Initial mobile release on Google Play (utilities and everyday tools)
• Python GUI for Intelligent Agent orchestration and experimentation
• Distillation workflows and pipeline refinement
• Activation-function and connectivity experiments (absquash, mixed activations)

Operating Principles

• Favor clarity and correctness over novelty or unnecessary complexity
• Design systems to be understandable, inspectable, and testable
• Avoid monolithic or opaque system designs where behavior cannot be reasoned about
• Prefer incremental improvement to large, opaque changes
• Release software publicly only when it meets internal quality standards