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.
What is MiniMax-M1? All You Need to Know
On June 17, 2025, Shanghai-based AI leader MiniMax (also known as Xiyu Technology) officially released MiniMax-M1 (hereafter “M1”)—the world’s first open-weight, large-scale, hybrid-attention reasoning model. Combining a Mixture-of-Experts (MoE) architecture with an innovative Lightning Attention mechanism, M1 achieves industry-leading performance in productivity-oriented tasks, rivaling top closed-source systems while maintaining unparalleled cost-effectiveness. In this in-depth article, […]
Suno 4.5 VS Google’s Lyria 2: Which is Better
As AI-generated music continues to evolve at breakneck speed, two platforms have risen to prominence in mid-2025: Suno 4.5 and Google’s Lyria 2. Whether you’re a solo creator looking to craft your next hit or part of a studio seeking enterprise-grade fidelity, these models promise to reshape how we make and experience music. In this […]
Why does AI Hallucinations occur? How to prevent it?
Artificial intelligence (AI) systems have demonstrated extraordinary capabilities in recent years. Yet, one persistent challenge remains: AI hallucinations, where models confidently produce incorrect or fabricated information. This article explores why AI hallucinates and examines whether, and to what extent, we can prevent these errors. AI hallucinations are not mere glitches or bugs; they are a […]
How to Generate AI Video for Free? All You Want to Know
AI videos generation has transformed content creation, allowing individuals and businesses to produce engaging videos with minimal effort and cost. Recent advancements from tech giants have brought powerful AI video tools into the hands of everyday users. In this article, we explore the latest developments and walk you through practical steps to create high-quality AI […]
Can Gemini Generate images for free?
Google’s Gemini AI has rapidly evolved into a versatile multimodal platform, capable of understanding and generating text, audio, and images. Since its initial release, Google has continuously expanded Gemini’s capabilities, introducing image generation powered by advanced models like Imagen 4 and Gemini 2.0 Flash. This article examines whether Gemini can generate images for free, exploring […]
Is Gemini Advanced Worth It?
As artificial intelligence continues to permeate both enterprise workflows and consumer applications, Google’s Gemini Advanced subscription has emerged as a leading contender in the race for premium AI experiences. Launched as part of the Google One AI Premium plan,it promises faster response times, deeper reasoning, expanded context windows, and seamless multimodal interactions. But with a […]
How to Scroll Down on ChatGPT? All You Need to Know
ChatGPT’s conversational interface sometimes behaves in unexpected ways—particularly when it comes to scrolling through long exchanges. As users push the limits of token windows and engage in deeper, more complex dialogues, the need for reliable navigation becomes paramount. Below, we explore the root causes of scrolling issues, practical workarounds, recent official enhancements from OpenAI, and […]
How to Use Claude 4 extended thinking?
Claude 4, Anthropic’s latest family of large language models—including Claude Opus 4 and Claude Sonnet 4—introduces a powerful new “extended thinking” capability that unlocks deeper, step-by-step reasoning for tackling complex, long‑running tasks and agentic workflows. As organizations race to integrate AI into development pipelines, research projects, and business processes, mastering Claude 4’s extended thinking unlocks its full potential […]
Why is My ChatGPT Not Working? Here’s how you can try to fix it
In today’s rapidly evolving digital landscape, ChatGPT has emerged as a powerful tool for content generation, brainstorming, coding assistance, and much more. Users rely on its conversational abilities to streamline workflows, enhance creativity, and solve complex problems. However, like any web‑based application or API‑driven service, ChatGPT can sometimes encounter hiccups or outright failures. When these […]
Claude 4’s Fine‑grained tool Streaming: What is and How to Use
Claude 4’s latest capabilities mark a significant evolution in how large language models interact with external tools and APIs. Among these, fine‑grained tool streaming stands out as a cutting‑edge feature that enables developers to receive tool input parameters in near‑real time, without waiting for full JSON validation. This feature, introduced as a beta in May […]

MiniMax Music 2.0: what does it mean for AI music and Compare to Suno and udio
MiniMax — the Chinese AI lab (also known under product lines like Hailuo / MiniMax AI) — has quietly but decisively stepped into the thick […]

Composer vs GPT-5-Codex — who wins the coding war?
The last few months have seen a rapid escalation in agentic coding: specialist models that don’t just answer one-off prompts but plan, edit, test and […]

How to Use Sora 2 Without Watermarks—A Complele Guide
OpenAI’s Sora 2 — its latest video-and-audio generative model — arrived this fall as a major step forward in photorealistic video generation and synchronized audio. […]

How to Run GPT-5-Codex with Cursor AI?
Lately,OpenAI has launched a specialized version—GPT‑5‑Codex—specifically tuned for software engineering workflows via its Codex brand. Meanwhile, coding-IDE provider Cursor AI has integrated GPT-5 and GPT-5-Codex […]

MiniMax Releases MiniMax Speech 2.6 — A Deep Dive into the New Speech Model
MiniMax announced MiniMax Speech 2.6, the company’s newest text-to-speech (TTS) / text-to-audio engine optimized for real-time voice agents, voice cloning, and high-fidelity narration. The update […]

How to delete Luma AI creations? 2 Ways!
Generative tools like Luma AI’s Dream Machine make powerful, beautiful images and videos fast — but sometimes you change your mind. Whether you want to […]
