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Thanks to that, I discovered additional errors and corrected them in various ways. Thank you.

i naver imagined it i've made the corrections thank you!

optimizers.py -> using algebraic expressing without using 'if' geometry.py -> I leveled it out math_guardrails.py -> facilitates learning through slight tiliing jax it truly preciou…

I’ve sketched out a blueprint for a virtual space where AI analyzes data; the space shifts between sphere and donut shapes as it moves, designed to facilitate the learning process.

created a blueprint for phase-shifting a sphere and a torus removed the 'if' statements and added a mathematical gimmick

For instance, how about defining a set of values for the AI at the kernel level and matching vector addresses based on those values?

i killed if-else branching at the code and now -99.0f is my new companion

AI is like a mirror reflecting the user. As I continuously improve my own capabilities, I am interested in checking how far the AI reflecting me develops.

In vibe coding, you must simultaneously address two things: tuning the AI and reviewing your own results. You think it is easy because your ability to tune the AI is excellent, but in reality, you…

That's right! Extreme hallucination in a well-aligned state is extremely helpful.

If you run an MCTS coin toss relying solely on the token generation probabilities of a simple LLM without any verification mechanisms (compiler, test code, reward model), the result is code that looks…

This is my personal opinion LLM is essentially a probability model that selects the word (token) with the highest probability of coming next based on context. However, if you start selecting word comb…

I am developing a real-time software acceleration engine that enables high-end equipment-level brainwave processing, signal detection, and noise removal on general-purpose chips. My goal is to overcom…

Did you happen to start biology-related work immediately in a new session? Before starting, how about laying the groundwork for educational purposes using context for about 10 to 15 turns?

I used Gemma 4 on a budget PC to work with an AI that thinks in a new way. Since I am testing how far it can be controlled and developed through simple conversation rather than heavy-duty tasks, I ded…