GPT-OSS-Safeguard: Principle, Evaluations and Deploy

OpenAI published a research preview of gpt-oss-safeguard, an open-weight inference model family engineered to let developers enforce their own safety policies at inference time. Rather than shipping a fixed classifier or a black-box moderation engine, the new models are fine-tuned to reason from a developer-provided policy, emit a chain-of-thought (CoT) explaining their reasoning, and produce […]

Can Sora 2 generate NSFW content? How can we try it?

In the rapidly evolving landscape of artificial intelligence, OpenAI’s release of Sora 2 on September 30, 2025, marked a significant milestone in video generation technology. This advanced model, building on its predecessor, offers unprecedented realism, physical accuracy, and controllability, allowing users to create high-quality videos from text prompts, reference images, or videos. However, alongside these […]

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 iterate across entire repositories. Two of the highest-profile entrants are Composer, a purpose-built, low-latency coding model introduced by Cursor with its Cursor 2.0 release, and GPT-5-Codex, OpenAI’s agent-optimized variant of […]

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. From day one the product architecture has included visible watermarks plus embedded provenance metadata intended to signal “this was AI-generated.” After many attempts, I finally found a reliable method to […]

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 to enhance developer experience. OpenAI’s GPT-5-Codex and Cursor’s GPT-5 support let developers combine a specialized coding model with an IDE-centric AI workflow—what GPT-5 Codex is, how to connect it to […]

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 remove a single generation that didn’t turn out, clear a project, or erase everything associated with an account for privacy or compliance reasons, it helps to know exactly what “delete” […]

How Much Does Cursor Composer Cost?

Cursor Composer is a new, frontier-grade coding model released as part of Cursor 2.0 that delivers much faster, agentic code-generation for complex, multi-file workflows. Access to Composer is governed by Cursor’s existing tiered subscriptions plus token-based usage when you exhaust plan allowances or use Cursor’s “Auto” routing — meaning costs are a mix of a […]

How to access and use Minimax M2 API

MiniMax M2, a new generation large language model optimized for agentic workflows and end-to-end coding. MiniMax publicly released MiniMax-M2 and published weights on Hugging Face; it’s an MoE (sparse) model with a very large total parameter budget but a much smaller active set per token, and it supports very large contexts (200k+ tokens). The Minimax […]

Cursor 2.0 and Composer: how a multi-agent rethink surprised AI coding

Cursor, the AI-first code editor and agent platform, released Cursor 2.0 on October 29, 2025 — a major update that pairs a purpose-built coding model (named Composer) with a reimagined, agent-centered interface and a set of platform upgrades aimed at making agentic coding faster, safer, and more collaborative. The company positions this release as a […]

Seedance 1.0 Pro Fast: what the new high-speed text-to-video model brings to creators

ByteDance’s Seedance family — the company’s flagship text-to-video and image-to-video line — just added a new member: Seedance 1.0 Pro Fast. Marketed as a cinematic, production-focused model that prioritizes inference speed and cost efficiency without sacrificing visual fidelity, the Fast variant is positioned for creators, studios, and platforms that need large volumes of high-quality clips […]