Comet API Blog

The CometAPI Blog shares practical guides and updates on mainstream

AI models to help developers get started quickly and integrate them efficiently.

How does OpenAI Detect AI-generated images?

Artificial intelligence–generated images are reshaping creative industries, journalism, and digital communication. As these tools become more accessible, ensuring the authenticity of visual content has emerged as a paramount concern. OpenAI, a leader in AI research and deployment, has pioneered multiple strategies to detect and label images produced by its generative models. This article examines the […]

How to Effectively Judge AI Artworks from ChatGPT

Since the integration of image generation into ChatGPT, most recently via the multimodal GPT‑4o model, AI‑generated paintings have reached unprecedented levels of realism. While artists and designers leverage these tools for creative exploration, the flood of synthetic images also poses challenges for authenticity, provenance, and misuse. Determining whether a painting was crafted by human hand […]

Mem0 Releases OpenMemory MCP: Memory for AI Agents

OpenMemory MCP has rapidly emerged as a pivotal tool for AI developers seeking seamless, private memory management across multiple assistant clients. Announced on May 13, 2025, by Mem0, the OpenMemory MCP Server introduces a local‑first memory layer compliant with the Model Context Protocol (MCP), enabling persistent context sharing between tools like Cursor, Claude Desktop, Windsurf, […]

Midjourney: Turn Your Sketches into Amazing Images

Here’s a comprehensive guide on how to elevate your rough sketches into polished artworks using Midjourney’s cutting‑edge AI tools. We’ll cover everything from the platform’s latest capabilities to best practices for preparing your input sketches, refining prompts, leveraging new editing features, and iterating towards gallery‑ready outputs. Along the way, you’ll discover practical tips—backed by the […]

Gemini 2.5 vs OpenAI o3: Which is Better

Google’s Gemini 2.5 and OpenAI’s o3 represent the cutting edge of generative AI, each pushing the boundaries of reasoning, multimodal understanding, and developer tooling. Gemini 2.5, introduced in early May 2025, debuts state‑of‑the‑art reasoning, an expanded context window of up to 1 million tokens, and native support for text, images, audio, video, and code — all wrapped […]

DeepMind pulled the curtain back on AlphaEvolve

Google DeepMind introduced AlphaEvolve in 14th May, a Gemini-powered AI agent that autonomously discovers and optimizes algorithms across both theoretical and practical domains. Key achievements include breaking a 56-year-old record in matrix multiplication, advancing solutions to open mathematical problems such as the 11-dimensional “kissing number,” and delivering measurable efficiency gains in Google’s own infrastructure—ranging from […]

A Comparison of Quotas for Users of ChatGPT restrictions in 2025

In 2025, OpenAI’s ChatGPT platform employs a tiered system of usage quotas—encompassing message caps, token/context limits, and access to advanced features—to balance user demand against infrastructure costs. Free-tier users encounter modest allowances for model interactions, context window sizes, and specialized tools, while paid subscribers enjoy expanded or near‑unlimited quotas, priority access, and enterprise‑grade capabilities. This […]

How Much does o3 Model Cost? What Developer Need to Know

In recent months, OpenAI’s o3 “reasoning” model has attracted considerable attention—not only for its advanced problem-solving capabilities but also for the unexpectedly steep costs associated with running it. As enterprises, researchers, and individual developers evaluate whether to integrate o3 into their workflows, questions around pricing, compute requirements, and cost‐effectiveness have come to the forefront. This […]

Grok 3 DeepSearch vs ChatGPT DeepResearch: A Comparative Analysis

Two offerings stand out for their ambition to streamline complex information gathering and analysis: xAI’s Grok 3 DeepSearch and OpenAI’s ChatGPT DeepResearch in the rapidly evolving landscape of AI-driven research tools. Both platforms aim to automate time-consuming research tasks, yet they diverge in architecture, capabilities, accessibility, and pricing. This in‑depth comparison combines the most recent […]

How to Set up Free Grok 3(CometAPI) in Cline

Grok 3, developed by xAI, represents one of the most advanced large language models optimized for coding, reasoning, and data analysis. Despite its premium integration on platforms like X Premium+, Grok 3 can be accessed for free through third‑party gateways. By integrating Grok 3 with Cline, developers gain access to powerful reasoning and code‑generation capabilities at no extra […]

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Technology

How does OpenAI’s Codex CLI Work?

OpenAI’s Codex CLI represents a significant step in bringing powerful AI-driven coding assistance directly into developers’ local environments. Since its initial release in mid-April 2025, […]

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