Machine Learning
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My PhD models tried to explain why people engage. My industry models predict who will.…
19 min read -
Long Context Isn’t Free — I Built a Safe Prompt-Pruning Layer That Makes LLM Systems Work
Large Language ModelLLMs don’t fail because they forget—they fail because they remember too much. As conversations grow,…
22 min read -
Find the optimal way to interact with your coding agents
9 min read -
How to decide when an AI agent should act on its own by using cost…
7 min read -
Treating model degradation as a time-to-failure problem
18 min read -
Increase the effectiveness of your coding agents through end-to-end testing.
8 min read -
Understanding how PANet shortens the path between low-level and high-level features
16 min read -
Most “LLM wikis” use agents, embeddings, and repeated model calls to organize local notes. I…
17 min read -
t0-alpha is a decoder-style patch transformer for probabilistic time-series forecasting. Raw series are split into…
21 min read -
The next leakage problem is not only temporal. It is spatial, structural, and coverage-related. AI-generated…
21 min read