Tag

Tokenmaxxing

All articles tagged with #tokenmaxxing

AI Token Spending Sparks ROI Debate Across Silicon Valley
technology4 days ago

AI Token Spending Sparks ROI Debate Across Silicon Valley

A viral remark by Uber COO Andrew Macdonald about AI token usage not clearly delivering productivity gains has intensified Silicon Valley’s backlash against tokenmaxxing. As major firms push AI internally, reports show ballooning budgets and unclear ROI, with Google CEO Sundar Pichai warning about rising costs. While some defend tokenmaxxing as a necessary phase, others urge tying spending to concrete metrics rather than token counts; Jellyfish’s study suggests top token users don’t proportionally outperform peers, underscoring calls for better cost controls. Investors are divided, from caution about an AI bubble to defenders like Garry Tan, reflecting a wider debate over AI’s financial sustainability and real-world impact.

Visa's AI token usage hits 1.9 trillion monthly, with rewards tied to impact
technology1 month ago

Visa's AI token usage hits 1.9 trillion monthly, with rewards tied to impact

Visa reports its internal AI token consumption has surged to about 1.9 trillion per month by March, doubling February, and the company is rewarding teams for AI-driven results rather than output alone. Most usage is in software engineering, but AI adoption is growing in marketing and other areas, with tools like Claude Sonnet, ChatGPT, and Google Gemini popular internally. About 89% of Visa employees are active AI users and 44% are power users (≥25 prompts per day for 15 days a month). The trend—dubbed tokenmaxxing—signals broader corporate AI adoption beyond Silicon Valley, echoing high token usage seen at other firms like Meta.

Tech Firms Grade Workers by How Fast They Burn Through AI Tokens
artificial-intelligence2 months ago

Tech Firms Grade Workers by How Fast They Burn Through AI Tokens

NYT columnist Kevin Roose reports that employees at Meta and OpenAI are being evaluated on how quickly they burn through AI tokens, with managers rewarding heavy AI usage and chastening those who use AI less. The trend, tied to agentic AI tools like OpenClaw and Claude Code, has led to staggering costs (one OpenAI engineer reportedly used 210 billion tokens) and high-profile claims like GPT-5.4 processing 5 trillion tokens per day. Critics say token-based metrics distort incentives and budgets and may incentivize unnecessary AI use.