marksmith.dev
My Thoughts
Exploring web development, design patterns, and the future of technology.
Tag: #AI
Google Vertex AI & Gemini 3.1: Powerful Models, Fragmented Rollout, Real Trade-Offs
Google's current Vertex AI docs now feature Gemini 3.1 Pro and 3.1 Flash-Lite, while 2.5 models still remain prominent in generally available and pricing guidance. That mix is exactly why the platform feels both powerful and confusing.
MiniMax M2.7 and the Token Plan: A New Kind of AI Pricing
MiniMax M2.7 pairs a 204,800-token coding and agent model with a Token Plan that bundles text, speech, image, music, and video access under one subscription. The model matters, but the pricing model may be the bigger disruption.
The Coming AI Wave: Claude Mythos Is Real, but OpenAI's Next Step Is Still Unconfirmed
Anthropic has officially announced Claude Mythos Preview and Project Glasswing. OpenAI has officially announced GPT-5.4 and continued Sora activity. What is not publicly confirmed by OpenAI is the rumor-heavy "GPT-5.5 Spud" story, so this article has been corrected to separate verified reality from speculation.
Claude Code Access Is More Complicated Than "Just a Subscription" — But It Is Not Locked to Anthropic's API
A corrected explanation of how Claude Code access actually works in 2026: which account types are supported, where API billing fits in, and why unsupported community harnesses breaking is not the same thing as Anthropic silently banning all third-party use.
Artificial Analysis: The Independent AI Benchmarking Platform You Need to Know
With AI models dropping faster than most teams can evaluate them, Artificial Analysis has carved out a rare niche: independent, rigorous, and genuinely useful benchmarking that cuts through the hype.
Anthropic Accidentally Leaked 512,000 Lines of Claude Code Source Code: The Full Story
On March 31 2026, Anthropic shipped 512,000 lines of Claude Code TypeScript source code to the public npm registry via a misconfigured source map. Here is what actually happened, what was exposed, and why the company is now issuing DMCA takedowns against its own users.
Qwen 3.6 Plus: Alibaba's Flagship AI Model Redraws the Agentic Coding Boundary
Qwen 3.6 Plus launched April 2 2026 with a 1 million token context window, a 61.6 score on Terminal-Bench 2.0, and a pricing model that undercuts Claude Code at roughly $0.50 per million tokens on Bailian. The agentic coding race just got significantly more competitive.
GLM-5.1: China's First Publicly Traded AI Company Ships a Frontier Model
GLM-5.1 hit 77.8% on SWE-bench Verified, trained entirely on Huawei Ascend chips under US trade restrictions, and briefly stress-tested itself in the wild via a stealth launch before going official. Meet Zhipu AI's most capable model yet.
MiniMax M2.7: The Self-Evolving AI Model That Costs 60x Less Than Claude
MiniMax M2.7 matches Claude Opus 4.6 on coding benchmarks, runs 3x faster, and costs up to 60x less per token. Oh, and it trained itself. The catch? You probably have not heard of it yet.
OpenCode: The Free, Open-Source AI Coding Agent That Puts Developers in Control
OpenCode is a free, open-source AI coding agent with over 95,000 GitHub stars, 75+ LLM provider support, and a terminal-first philosophy that makes AI pair programming genuinely accessible to anyone with a shell prompt.
AI and Machine Learning in Financial Trading: How Algorithms Are Eating Wall Street
Algorithmic trading now accounts for the majority of all equity trades in the US. But the real story in 2026 is not speed — it is intelligence. Machine learning models are now making macro-level trading decisions that once required decades of human experience.