Jitendra Vaswani

The global startup ecosystem entered 2026 with more capital flowing than ever before — and more founders failing than ever before. Global venture funding hit a record $189 billion in February 2026 alone, with AI startups capturing 90% of the total (Crunchbase). Meanwhile, 90% of all startups still fail, and 966 companies shut down annually, representing 25.6% of all tracked ventures (Digital Silk).

OpenAI has launched GPT-5.4 in Standard, Thinking, and Pro variants simultaneously, and the numbers attached to the Thinking model are getting the most attention. It scored 83% on the GDPVal benchmark — a test designed to measure performance on economically valuable real-world tasks — placing it at or above human expert level in that measure. The model also features a one-million-token context window and autonomous execution of multi-step workflows across software environments.

The Model Context Protocol — the open standard for connecting AI agents to external tools, platforms, and data sources — has crossed 97 million installs as of March 2026. Anthropic published the milestone alongside a detailed ecosystem report. MCP was introduced in late 2024, meaning it has achieved this adoption rate in roughly 16 months — faster than most developer infrastructure protocols reach in their first five years.