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How AI agents helped me win a Kaggle silver medal — and how they failed me The ROGII Wellbore Geology Prediction competition lasted 3 months, and my team finished 93rd out of more than 6000 teams, earning a silver medal.
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Qwen-Drive 1.0: Turning a General VLM into a Driving Foundation Model Paper Code Project The most recent Vision-Language-Action approaches for autonomous driving use a pretrained VLM mainly for semantic understanding and reasoning, then specialize it on d…
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Are we just a couple steps away from a runaway AI?
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Book Review: Build a DeepSeek Model (From Scratch) Amazon Manning Code on GitHub I was offered to read Build a DeepSeek Model (From Scratch) by Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat, and Naman Dwivedi in exchange for an honest review.
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Beyond Bigger MoE: How Kimi K3 Scales Context, Depth, and Agents Paper Code Project Recent frontier-model development has increasingly emphasized reinforcement learning and test-time computation: make a strong pretrained model reason longer, use more tool…
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Book Review: Python for Algorithmic Trading Cookbook Amazon Packt Code on GitHub I was offered to read Python for Algorithmic Trading Cookbook by Jason Strimpel in exchange for an honest review.
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Harness Handbook: The Missing Layer for Editing AI Agents Paper Code Project Demo An AI agent’s capability comes from its harness as much as from the foundation model behind it — the code that builds prompts, manages state, invokes tools, and drives the c…
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Book Review: Time Series with PyTorch Amazon Packt Code on GitHub Lei Ma’s website I was offered to read Time Series with PyTorch by Graeme Davidson and Lei Ma in exchange for an honest review.
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Starting and iterating on a Kaggle competition in Google Antigravity I spent a couple of days on a Kaggle Playground Series competition (S6E7, predicting a three-class health_condition from tabular health data), mostly as an excuse to try Google Antigravi…
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Cayley graph search with Claude Code: what puzzle competitions look like in 2026 Over the last couple of months, I worked on two Kaggle competitions in the CayleyPy series: IHES Picture Cube and Megaminx.