Fact-Check: ‘AI Replaced 40% of Coding Jobs’ — What 2026 Studies Show
Dissecting viral 2026 claims that AI replaced 40% of software jobs — Stack Overflow survey, Anthropic Economic Index, BLS data, and what's hype vs reality.
Edge LLM Benchmark Q2 2026: Llama 3.3, Phi-4, Gemma 3 on Jetson Orin
Living benchmark — Llama 3.3 8B, Phi-4 14B, and Gemma 3 9B running on Jetson Orin AGX 64GB. Tokens/sec, time-to-first-token, memory, power. Updated quarterly.
Claude Skills Architecture: Dynamic Capability Injection for LLM Agents
How Anthropic Claude Skills inject narrow, on-demand capabilities into production LLM agents without bloating the system prompt. Architecture, patterns, trade-offs.
OpenAI o3 Reasoning Models: Test-Time Compute Scaling Explained
How OpenAI's o3 family scales reasoning at inference time — chain-of-thought RL, verifier models, cost curves, and when test-time compute beats pre-training.
Fact-Check: The AI Scientist Auto-Publishing Papers Viral Clips
Dissecting the viral AI Scientist clips claiming autonomous paper publication. What Sakana/Agent Laboratory actually did, what's hype, and the real state of autonomous research in 2026.
Embedding Models Benchmark 2026: OpenAI vs Cohere vs Voyage vs BGE
Hands-on 2026 embedding benchmark — OpenAI text-embedding-3-large, Cohere Embed v3, Voyage-3, and BGE-M3 compared on MTEB-Retrieval, cost-per-million, and latency.
Anthropic Model Context Protocol (MCP): The 2026 Architecture Deep Dive
Complete MCP architecture guide — JSON-RPC transport, capabilities negotiation, tool discovery, server design, security model, and production patterns.
Apple On-Device AI 2026: Neural Engine, Private Cloud Compute Architecture
How Apple Intelligence works — A19 Neural Engine, Private Cloud Compute, attested ML servers, model routing, and the privacy-preserving AI architecture.
Fact-Check: Viral ‘AGI in 2026’ Videos vs What Frontier Models Actually Do
Fact-check of viral AGI countdown videos — what frontier models like GPT-5 and Claude Opus 4.6 actually do, where they fail, and the real 2026 timeline.
Claude Computer Use Architecture: How LLM Agents Actually Control a Desktop in 2026
Deep dive into LLM computer-use agents — screenshot pipelines, coordinate prediction, action tools, safety tiers, and why desktop control is hard.