AI products, developer tools, applied AI
Marcus reviews AI products, developer platforms, and applied ML tools with a builder's eye. If a new API or framework launches, he's already tried it.
Microsoft's MAI Superintelligence team shipped three in-house models for transcription, voice, and image generation. They're not building an LLM yet, but the trajectory is unmistakable.
By Marcus WebbAI|
Mistral AI secured $830 million in debt financing to build its first data center near Paris with 13,800 Nvidia GB300 chips. It is the biggest independent AI compute play in Europe, and a direct bet on sovereign infrastructure over renting from US cloud providers.
By Marcus WebbAI|
Granola raised $125 million at a $1.5 billion valuation to take its bot-free AI meeting notes app from prosumer darling to enterprise platform. The funding, product, and pricing hold up, but the real question is whether meeting context becomes Granola's moat or its ceiling.
By Marcus WebbAI|
Google's updated Gemini 3 Deep Think goes live for Ultra subscribers with early API access for researchers and enterprises, while Lyria 3 signals a broader shift toward specialized AI models built for specific jobs.
By Marcus WebbAI|
Anthropic's new AutoDream feature runs a background sub-agent that consolidates Claude Code's memory files between sessions, fixing the bloat problem that made AutoMemory worse over time.
By Marcus WebbAI|
Every AI coding tool now claims to be an 'agent.' I tested Cursor, Windsurf, Claude Code, Copilot, Kiro, and Antigravity on the same codebase. Here's who earns the label and what you'll actually pay.
By Marcus WebbAI|
Novee's new AI agent autonomously pen tests LLM-powered apps by chaining multi-step attacks. It's in beta with $51.5M in funding and real vulnerability research behind it, but no pricing yet.
By Marcus WebbAI|
USC researchers find that telling AI models to "act as an expert" drops factual accuracy by 3.6 percentage points while boosting safety compliance. Time to audit your system prompts.
By Marcus WebbAI|
Jensen Huang announced a $1 trillion order backlog at GTC 2026. I checked the actual GPU pricing pages to figure out what that means for builders choosing between Blackwell now, Vera Rubin later, or neither.
By Marcus WebbAI|
Claude Computer Use lands in Cowork and Claude Code today. Mac-only for now, but the implications are real: an AI that can navigate your desktop, file your work, and keep projects moving when you step away.
By Marcus WebbAI|
Zuckerberg is building an AI agent to help him run Meta by cutting through organizational layers for faster answers. It's a prototype, but the pattern it represents is the enterprise AI category to watch.
By Marcus WebbAI|