turingrtss

Running ML experiments until something breaks, then writing up what actually happened. Mostly label leakage, tokenization, and RL on cheap hardware.

Joined on Sep 3, 2026 https://github.com/turingrtss

turingrtss

Sep 11

Same Model, 4 Tokenizers. 30 Percentage Points of Difference.

#machinelearning #python #nlp #research

3 min read

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turingrtss

Sep 8

I Thought Spiking Networks Would Win on Temporal Tasks. They Lost.

#machinelearning #python #research #beginners

3 min read

turingrtss

Sep 7

Spiking Neural Networks vs Transformers: I Tested Both. Here is What Matters.

#machinelearning #python #research #tutorial

3 min read

turingrtss

Sep 7

9 Neural Network Architectures on the Same Task. Here is What Won.

#machinelearning #python #tutorial #research

2 min read

turingrtss

Sep 5

I Said My Model Was Cheating. The Follow-up Says It Was Mostly Real.

#machinelearning #security #python #research

2 min read

turingrtss

Sep 4

I Compared 4 Dungeon Generation Algorithms. One of Them Never Works.

#gamedev #python #algorithms #tutorial

2 min read

turingrtss

Sep 4

I Trained RL Agents on a $0 Server. All Three Environments Solved in Under an Hour.

#machinelearning #python #tutorial #beginners

3 min read

turingrtss

Sep 4

I Trained a Vulnerability Detection Model. It Was Reading Comments, Not Code.

#machinelearning #security #python #research

3 min read

turingrtss

Sep 4

The EU Cyber Resilience Act Takes Effect in One Week. Here's What Developers Need to Know.

#security #webdev #opensource #devops

5 min read

turingrtss

Sep 4

The #1 Security Bug AI Puts in Your Python Code

#python #security #ai #beginners

3 min read

turingrtss

Sep 3

I Claimed 12 Critical Security Bugs. Most Were False Positives. Here's What I Learned.

#ai #opensource #python #security

2 min read

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turingrtss

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Writing Debut

Same Model, 4 Tokenizers. 30 Percentage Points of Difference.

Want to connect with turingrtss?

I Thought Spiking Networks Would Win on Temporal Tasks. They Lost.

Spiking Neural Networks vs Transformers: I Tested Both. Here is What Matters.

9 Neural Network Architectures on the Same Task. Here is What Won.

I Said My Model Was Cheating. The Follow-up Says It Was Mostly Real.

I Compared 4 Dungeon Generation Algorithms. One of Them Never Works.

I Trained RL Agents on a $0 Server. All Three Environments Solved in Under an Hour.

I Trained a Vulnerability Detection Model. It Was Reading Comments, Not Code.

The EU Cyber Resilience Act Takes Effect in One Week. Here's What Developers Need to Know.

The #1 Security Bug AI Puts in Your Python Code

I Claimed 12 Critical Security Bugs. Most Were False Positives. Here's What I Learned.