TildAlice – Tech Blog for Developers
Python, AI, Deep Learning, Data Analysis, Computer Vision, Reinforcement Learning โ tips and tutorials
Latest Posts
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Nvidia RTX Spark: The $2,900 Floor Tells You Everything
Nvidia's $2,900 RTX Spark superchip isn't chasing mainstream PCsโit's extracting Intel's highest-margin customers with unified memory and CUDA dominance.
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Anthropic’s $965B Valuation: What $47B Revenue Says
Anthropic's $965B valuation at 20.5x revenue reveals hard truths about AI market economics and whether enterprise AI tools can sustain hypergrowth.
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GitHub Copilot’s Token Tax: The Real Math Behind the Rage
GitHub Copilot's $10/month seems cheap until you calculate the per-token cost. Compare it against Claude API and see why developers are switching.
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Claude Mythos Glasswing: Why AI Vuln Discovery Terrifies Me
Anthropic's Claude Mythos found thousands of zero-days autonomously. The offense-defense gap just widened permanentlyโhere's why that's terrifying.
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My ML Crypto Trading Bot Lost Money: 2 Hard Lessons
I built an ML crypto trading bot, ran it live for weeks, and lost money. The two lessons that mattered most weren't about machine learning at all.
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Haar Cascade to YOLOv8 Face Detection: 4.2x Speed Gain
Migrated Haar Cascade to YOLOv8 face detection: 4.2x faster on CPU, 89% mAP50 vs 67%. Real preprocessing pitfalls and deployment gotchas included.
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DDPG from Scratch: 400-Line PyTorch Implementation
Build a DDPG agent from scratch in 400 lines of PyTorch. Learn continuous action RL with policy gradients, replay buffers, and target networks.
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DoWhy Internals: Building a Causal Inference Engine from Scratch
DoWhy's graph algorithms solve identification before touching data. Build a causal engine from scratch to understand why 90% of 'causal' ML is just regression.