Google’s Newest Gemini Model Can Handle Your Invoices, Contracts, and Taxes. There’s Just 1 Catch

Buried in administrative tasks? Google’s newest Gemini model could help do them for you. On Wednesday, the search giant unveiled Gemini 4 Argon, its new frontier AI model. Google said Argon excels at complex tasks in areas like legal research, taxes, and finance. It ranks first on a key leadership board for knowledge work tasks, beating the likes of Anthropic’s Claude and OpenAI’s GPT-6 models. To support Argon’s complex workflows, Google is expanding the model’s output limit from 64,000 tokens to a whopping 1 million tokens. (Tokens are the chunks of data AI models process and generate.) Google said the higher limit gives Gemini more room to reason through tough problems and generate longer responses in one go. For founders, that could mean tackling complex workflows without breaking them into smaller requests. Google claims Argon can process invoices, draft contracts, and plan taxes exceptionally well, leaving more time for humans to build brands, land clients, and iterate on products. It could also mean higher-quality outputs so the tokens you’re burning through are well spent. Google announced introductory pricing of $2 per million input tokens and $10 per million output tokens, meaning longer workflows can rack up your AI bills. Google said Argon is accelerating its internal workflows, including optimizing quantum computing algorithms, reducing memory use in data centers, and migrating large codebases to new programming languages, helping its teams build faster. The company also touts Argon’s enhanced cybersecurity capabilities, saying it can find, validate, and fix software vulnerabilities. Founders will have to wait to get their hands on Argon. Google began its initial rollout through the Fairwind program, which gives vetted partners, including governments, healthcare providers, and telecommunications operators access to its AI cybersecurity tools. Participants can use Argon to find and address security flaws, with access restricted to internal cybersecurity teams. Google says it will gather feedback and strengthen safeguards before expanding availability. The release comes four weeks after Google launched Gemini 3.8 Flash, described as offering stronger reasoning and coding capabilities at the same speed and low cost as its predecessor. Meanwhile, Gemini’s audience keeps growing. In August, Google said the Gemini app surpassed 1 billion monthly users, making it the fastest-growing product in the company’s history. Google has its eyes on small businesses, too. Josh Woodward, who oversees Gemini and Google Labs, said on X that businesses are using Gemini to create marketing materials. For startups, Google offers a vertically integrated approach, hosting AI models, cloud infrastructure, its own chips, and technical assistance under one roof. Google Cloud’s startup chief Darren Mowry previously told Inc. that this approach can shorten the time it takes founders to build. BY AARON MOK