Tag: ai api cost calculator per token

Illustration by Tag Hartman-Simkins / Futurism. Source: Getty Images Budget-wise, there have certainly been better times to be a PC gamer in search of higher framerates. For the past few months, RAM prices have been shooting through the roof, as the rapid buildout of AI datacenters causes an ever tightening shortage of memory chips. What was once considered to be one of the most affordable components of building a gaming rig has now doubled or even tripled

Bridge — a separate service in the same docker compose assembly as the rest of the core. It knows nothing about agents. It can do three things: fetch an event from MAX, convert it into an internal message, and send a response back.MAX Bot API: what is neededThe bot works on the official MAX Bot API (platform-api.max.ru). The bot is registered through the MAX partner account.Events are fetched using long-polling, without webhooks. For one bot it's simpler:

Getty Images In December, Anthropic red teamers and business journalists at the Wall Street Journal teamed up in a bold test of the company’s AI model, Claude. They unleashed two separate AI agents, one to run a large vending kiosk in the newspaper’s offices, and the other to act as the unusual venture’s CEO. The experiment didn’t exactly go as planned. After being put in control of a starting balance of $1,000, the AI ended up ordering a PlayStation 5, se

Illustration by Tag Hartman-Simkins / Futurism. Source: Anna Moneymaker / Getty Images OpenAI CEO Sam Altman’s public persona depends on a carefully balanced contradiction. Though he presents himself as the thoughtful steward of a dangerous technology, the AI luminary has aggressively pursued relationships with top lawmakers while racing rival tech moguls to the top of the market, consequences be damned. One of the ways he maintains this shtick is by ackno

Overview of the virtualizing scheme of physical sensors in nuclear power plants. Credit: Computer-Aided Civil and Infrastructure Engineering (2025). DOI: 10.1111/mice.70051 Electrical equipment housed within auxiliary buildings of nuclear power plants—such as control panels, transformers, and emergency generators—are particularly vulnerable to vibrations. Notably, during the 2016 Gyeongju earthquake, while concrete structures remained intact, power facilit

Credit: Pixabay/CC0 Public Domain The hype surrounding artificial intelligence is more than just superficial excitement—it is reorganizing how journalism operates, from newsroom priorities to public perceptions of the news, according to a new article in Digital Journalism co-authored by a University of Massachusetts Amherst journalism scholar. "Hype is about more than just possibilities or disappointment," explains Rodrigo Zamith, associate professor and c

@Daisosha(Daisosha)Balancing LLM API costs and quality - AI router and consensus-based reviewPythonAILLMdesignarchitecture1Posted at 2026-11-12 TL;DR Use an "AI router" that selects models based on task difficulty to reduce API costs Include a consensus-based review by multiple AI agents before implementing improvement proposals Track the success rate of each strategy using Bayesian estimation and automatically switch strategies when performance declines I

Illustration by Tag Hartman-Simkins / Futurism. Source: Getty Images Since the onset of the AI chatbot boom, tech companies, insurance industry mouthpieces, and healthcare administrators have spun a yarn that introducing AI to healthcare is a surefire way to lower costs for patients. Mario Schlosser, co-founder and chief technical officer of the medical insurer Oscar Health, has stated that AI was the “only way” to reduce the cost of seeing a doctor in the

Published on May 21, 2026 at 12:39 Comment 0 𝕏 Print © Getúlio Moraes Artificial intelligence was supposed to revolutionize pizza delivery at Pizza Hut, but it would have turned into an industrial fiasco costing $100 million. Pizza Hut imposed the use of Dragontail, an AI-driven kitchen and delivery management system, on its restaurants to optimize every step, from preparation to delivery. However, one of the largest franchisees in the country, Chaac Pizza

1. Argentum AIBuilding a liquid marketplace for computing is harder than it sounds, yet Argentum AI has tackled this challenge successfully by treating GPU resources the way financial markets treat stocks. That is, as tradable commodities with transparent pricing and real-time settlement.The platform operates as an independent, decentralised marketplace where enterprises can post computing tasks and providers bid to execute them. However, what truly sets t

Performance metrics challenge US modelsAccording to the company’s GitHub blog post, Kimi K2 Thinking scored 44.9% on Humanity’s Last Exam, a large language model benchmark consisting of 2,500 questions across a broad range of subjects, exceeding GPT-5’s 41.7%.The model also achieved 60.2% on the BrowseComp benchmark, which evaluates web browsing proficiency and information-seeking persistence of large language model agents, and scored 56.3% to lead in the

Illustration by Tag Hartman-Simkins / Futurism. Source: Artur Widak / NurPhoto via Getty Images The true cost of AI is rapidly catching up with the tech industry. At first, tech leaders were adamant that their workforce use up as much AI resources as possible, an approach that’s become known as “tokenmaxxing.” But as prices for cloud AI tools continue to soar, managers are starting to ask pointed questions about whether all of those expenses are actually w

Illustration by Tag Hartman-Simkins / Futurism. Source: Getty Images Companies that fell head over heels for AI are experiencing a rude awakening. Costs to access powerful AI tools are soaring, forcing company leaders to ask some difficult questions. As Axios reports, the early warning signs are already here, with Microsoft planning to remove its Anthropic Claude Code licenses after opening up access to the tool just six months ago, reportedly for financia

Getty / Futurism Therapy is predicated on trust. You can’t be honest and vulnerable, and share how you’re really feeling, if you don’t believe in the embodied-concerned-frown sitting in the armchair across from you. So you can understand why one woman, 31-year-old Molly Quinn, was taken aback when her trusted therapist suddenly whipped out an AI model to start recording their private conversations, NPR reports. “She wasn’t taking notes like she usually did

A RoboThespian (seriously). Tommy Pallotta and Femke Wolting A RoboThespian (seriously). Tommy Pallotta and Femke Wolting Sophia is a humanoid bot from Hanson Robotics. Tommy Pallotta and Femke Wolting Sophia is a humanoid bot from Hanson Robotics. Tommy Pallotta and Femke Wolting A RoboThespian (seriously). Tommy Pallotta and Femke Wolting Sophia is a humanoid bot from Hanson Robotics. Tommy Pallotta and Femke Wolting Johan Hoorn sits with Alice, a new Ca

@ShiningZhuoHow I centralized API connections to call two LLMs with the same codeAILLMAPIOpenAIClaude0Posted at 2026-11-12TAG40@@How I centralized API connections to call two LLMs with the same code Recently, agent-related workloads have begun using different models depending on the use case—for example, GPT-5.6 Sol for agents and Claude Opus 5.5 for loading long documents. Both have become indispensable to day-to-day development workflows, but trying to c