Thinking Machines Releases 975B-Parameter Inkling as Open-Weight Bet Targets Enterprise AI
Updated
Updated · TechCrunch · Jul 15
Thinking Machines Releases 975B-Parameter Inkling as Open-Weight Bet Targets Enterprise AI
3 articles · Updated · TechCrunch · Jul 15
Summary
Thinking Machines unveiled Inkling as its first in-house public model, giving developers downloadable weights for a 975 billion-parameter system that activates about 41 billion parameters per task.
45 trillion training tokens across text, image, audio and video underpin the model, though current outputs are limited to text, code and structured data; the company says users can tune reasoning effort and uncertainty handling.
Enterprise customization is the pitch: Inkling is positioned as a base model for fine-tuning through Thinking Machines' Tinker platform rather than as a best-in-class general chatbot, leaving customers responsible for safety of their modifications.
On efficiency, the company says Inkling matches Nvidia's Nemotron 3 Ultra coding performance with about one-third the tokens, and cites a Bridgewater project where a tuned open model hit 84.7% on financial reasoning at roughly one-fourteenth the cost.
The launch sharpens Thinking Machines' challenge to closed-model rivals such as OpenAI, Anthropic and Google, while raising questions about funding and economics because revenue is expected to come from services and hosting around public model weights.
Can a business based on customizing open AI truly challenge the pay-per-use giants like OpenAI and Google?
As Europe seeks digital sovereignty, will this new open-weight AI become its weapon against American tech dominance?
From Zero to Market in 9 Months: The Launch of Inkling and Thinking Machines Lab’s Bid to Transform Enterprise AI
Overview
On July 15, 2026, Thinking Machines Lab officially launched Inkling, marking a pivotal moment in the AI industry. Inkling stands out for its remarkably rapid development, reaching market presence and generating revenue in just nine months—a pace that sharply contrasts with industry leaders like OpenAI and Anthropic, which took years longer. This swift entry highlights Thinking Machines Lab’s efficient execution and ambition, positioning Inkling as a dynamic new competitor. The company’s accelerated timeline and innovative approach signal a significant shift in how quickly advanced AI solutions can be brought to market and adopted by enterprises.