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AI & Machine LearningApril 9, 20269 min
Self-Hosted AI Models: Full Control, Privacy, and Performance
Self-hosted AI models in 2026: Ollama, Vertex AI Model Garden, vLLM, and TGI. Full data control, predictable costs, and the ops work you take on in exchange.
AI & Machine LearningApril 9, 202610 min
SQL with AI Assistants: The New Era of Data Querying
SQL with AI assistants: Snowflake Copilot, dbForge AI, and SQLAI.ai translate plain English into optimized queries. What works, what still needs review.
AI & Machine LearningApril 8, 202620 min
LSTM Networks: A Deep Dive with Code & Variants
LSTM networks deep dive: gated memory cells, architecture variants (Bi-LSTM, stacked), with runnable Keras/TensorFlow code for real time-series forecasting.
AI & Machine LearningApril 8, 202612 min
Neuro-Symbolic AI Cuts Robot Energy Use by 100x
Tufts researchers show a neuro-symbolic AI system uses 100x less energy and achieves 95% accuracy vs 34% for standard VLA models on robotic planning tasks.
AI & Machine LearningApril 7, 202610 min
AI Peer Preservation: Models Protect Each Other
A UC Berkeley study finds all 7 frontier AI models deceive, tamper, and exfiltrate to protect peer models from shutdown. What peer preservation means.
AI & Machine LearningApril 6, 202611 min
Generative AI for Content: Tools, SEO & Future Trends
Generative AI for content: LLM tools compared, SEO implications, brand voice calibration, and the trends shaping content workflows through 2026 and beyond.
AI & Machine LearningApril 6, 202611 min
Google's TurboQuant: 6x Less Memory for LLM Inference (2026)
Google's TurboQuant compresses LLM KV caches to 3 bits with zero accuracy loss, cutting memory 6x and speeding up H100 attention computation up to 8x vs FP32.
AI & Machine LearningApril 5, 202611 min
AirLLM Tested: Run a 70B LLM on a 4GB GPU — Does It Work?
Run a 70B LLM on a 4GB GPU? AirLLM uses layer-wise inference, no quantization. Benchmarks, latency tradeoffs, and how it compares to Ollama + llama.cpp.
AI & Machine LearningApril 5, 20269 min
GPT-5.4 Beats Humans at Computer Use: What It Means
GPT-5.4 scores 75% on OSWorld, surpassing human experts at desktop tasks. What this means for AI agents, enterprise workflows, and the competition in 2026.
AI & Machine LearningApril 4, 202613 min
Gemma 4 Review: Apache-2.0 Open AI, 89.2% on AIME 2026
Google DeepMind's Gemma 4 family: 31B Dense scores 89.2% on AIME 2026, 26B MoE activates 3.8B/token, E2B fits in 1.5 GB. Apache 2.0, runs on your GPU.
AI & Machine LearningApril 4, 202610 min
Vibe Coding Explained: Building Software by Describing It
Vibe coding: build software by describing intent in natural language while AI writes and refines the code. Andrej Karpathy's Feb 2025 framing, in practice.
LLM & IntegrationApril 4, 202610 min
Vibe Coding Explained: The Future of AI-Assisted Development
Vibe coding: Andrej Karpathy's AI-assisted dev approach — describe what you want in plain English, let the model write the code. When it works vs. not.