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NewsApril 3, 202611 min
OpenAI's $122B Round: IPO, Superapp, and AGI (2026)
OpenAI closed a record $122B round at an $852B valuation. What Amazon's AGI clause, the superapp, and an imminent IPO mean for developers and AI.
AI & Machine LearningApril 2, 202610 min
Deep Learning Fundamentals: A Practical Guide to Neural Networks
Deep learning fundamentals, practical: feedforward, CNN, RNN, Transformer. Training, optimization, regularization — with a runnable PyTorch neural network.
NewsApril 2, 202611 min
Huawei Ascend 950PR Beats NVIDIA H20: 2.8× FP8, CUDA-Ready
Huawei Ascend 950PR delivers 1 PFLOPS FP8 — 2.8× NVIDIA H20 — and runs CUDA via CANN Next. ByteDance + Alibaba ordered; 750K units shipping in 2026.
AI & Machine LearningApril 2, 202616 min
Kubernetes Explained: A 2026 Hands-On Guide
Kubernetes in 2026, hands-on: pods, deployments, services, ingress, ConfigMaps, RBAC, Helm, GitOps. Deploy your first real app end to end in one afternoon.
AI & Machine LearningApril 2, 20269 min
Mastering Python Async for AI: Faster, Smarter, Scalable Apps
Python async for AI: asyncio.gather, semaphores, streaming, and the patterns that cut latency for LLM and inference pipelines handling parallel requests.
AI & Machine LearningApril 1, 202612 min
Qwen3.5-Omni: Alibaba Omnimodal AI Model (2026)
Alibaba's Qwen3.5-Omni processes text, images, audio, and video natively with real-time speech output, 113-language recognition, and 215 SOTA audio subtasks.
AI & Machine LearningMarch 31, 202611 min
Voxtral TTS: Open-Weight AI That Rivals ElevenLabs (2026)
Mistral's Voxtral TTS is a 4B open-weight text-to-speech model with a 68.4% win rate vs ElevenLabs Flash v2.5. 9 languages, 3s voice cloning, $0.016/1K chars.
AI & Machine LearningMarch 30, 202615 min
AI Costs 2026: GPU Cloud, API Tokens, Training, and TCO
What AI actually costs in 2026: GPU cloud pricing ($0.78–$90/hr), LLM training budgets, API token rates by model, personnel, and optimization strategies.
Cloud & DevOpsMarch 30, 202615 min
DevOps: The Ultimate Guide (2026)
Master DevOps in 2026: CI/CD pipelines, GitOps, Platform Engineering, DevSecOps, supply chain security, and the DORA metrics that elite teams track.
Cloud & DevOpsMarch 30, 202610 min
The $700B AI Infrastructure Race: Who Wins in 2026?
Big Tech is spending $700B on AI infrastructure in 2026. Here is what Amazon, Google, Meta, Microsoft, and Oracle are building and whether it will pay off.
AI & Machine LearningMarch 29, 202610 min
OpenAI Sora Shutdown: AI's Most Expensive Failure
OpenAI shut down Sora after burning $15M per day on inference with only $2.1M in lifetime revenue. Here is what went wrong and what it means for AI.
AI & Machine LearningMarch 28, 20268 min
Anthropic Claude Mythos Leak 2026: What We Know
Anthropic's Claude Mythos model leaked via a CMS misconfiguration, revealing a new Capybara tier with advanced cyber capabilities that rattled markets.