Janne P. Hukkinen Homepage
AGI & Machine Learning Researcher (independent)
Working on
- AGI (artificial general intelligence)
- theory, cognitive architecture, design & evaluation framework
- what is known and unknown?
- world knowledge & understanding: representations in latent embedding space, how far we can get with tera byte language data, and respective Transformer/GPT-3 language models? When if not is embodied, enacted, and situated grounding needed?
- curriculum learning / critical developmental periods
- how to orchestrate a modular cognitive agent / system?
- prospecting PhD studies
Hands on
- linux, python, bash, esphome, freebsd, zfs, nginx, postfix, ...
- python, pytorch: practical machine learning applications and semi-automatic pipelines
(audiovisual interpretation: image classification, speech synthesis;
video colorization)
- tracking transmission chain, jä.tk: django, postgres, bootstrap
Publications
Hukkinen, J. P. (2022). Towards a Checklist of AGI Implementation – Can a Critic Become a Solutionist?
Poster.html, A4 PDF, A1 .PDF, .svg to to Mind and Matter 2022 conference. Helsinki.
Education
MA (cognitive science. minors: computer science)
BA
Profiles
Twitter @Hukkinen. ActivityPub @HuK@mas.to. Youtube. Linkedin