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News
Codex Security CLI Open-Source Audit Guide
2+ week, 4+ day ago (1282+ words) Learn how Codex Security CLI scans repositories, validates findings, exports SARIF reports, and fits into local checks, CI gates, and secure audit workflows. OpenAI says this tool scanned 1.2 million commits in 30 days, found 792 critical issues, 10,561 high-severity issues, and helped lead…...
dots-note-3.0 Achieves a Perfect IMO Score
2+ week, 6+ day ago (1497+ words) Xiaohongshu’s dots-note-3.0 reportedly scored 42/42 at the 2026 IMO. See how its proof-writing workflow uses self-checking and Python validation. An AI model got a perfect 42/42 on the 2026 IMO under official human grading. That means Xiaohongshu’s dots-note-3.0 didn’t just get final answers right…...
GLM 5.3 & 5.5: Zhipu's Next AI Models Explained
3+ week, 4+ day ago (1315+ words) GLM 5.3 and GLM 5.5 are Zhipu's expected next models. See likely features, use-case splits, and how to budget with current GLM-5 pricing on APIMart. Here’s the short answer: as of July 21, 2026, Zhipu has confirmed GLM-5 models only through GLM-5.2. So if…...
Qwen-Audio-3.0-TTS Tops AI Voice Rankings
3+ week, 5+ day ago (1773+ words) Alibaba's Qwen-Audio-3.0-TTS tops TTS rankings with low WER, sub-100ms latency, emotion control and 10-language support—Flash for speed, Plus for fidelity. If you ship voice products, here’s the short version: Qwen-Audio-3.0-TTS pairs low error rates, low latency, emotion…...
How to Get Started with Wan 2.5 Preview
3+ week, 5+ day ago (1794+ words) A quick Wan 2.5 Preview guide for developers — set up the API, write cinematic T2V and I2V prompts, add synced audio, and manage cost for 1080p video. Start with a 5-second 480p clip to test your setup. Once comfortable, scale up to 1080p for final renders. Use…...
Seedream 5.0 Pro API: 2K AI Image Generation
3+ week, 6+ day ago (583+ words) Image link valid for 72 hours Transparent pricing with no hidden fees. Pay only for what you use. Get instant access to ByteDance Seedream 5.0 Pro on APIMart. Seedream 5.0 Pro creates professional 1K and 2K images with industry-leading text accuracy, cinematic detail, and up…...
Seedance 2.5 API Guide: Pricing & Features
1+ mon, 1+ week ago (1398+ words) This Seedance 2.5 API guide covers core features, async integration, 30-second clips, native 4K output, access paths, and realistic cost estimates for teams. If I were judging Seedance 2.5 today, I’d treat it as a high-control, async video API for short-form production - not…...
Style Transfer API Integration Step-by-Step
1+ mon, 1+ week ago (1604+ words) A step-by-step guide to a style transfer API: validate images, send requests, poll async jobs, save results before URLs expire, and cache to cut cost. You can ship a working style transfer backend with a short flow: validate two images,…...
GPT-Image-2 Character Animation & Pricing
1+ mon, 1+ week ago (1816+ words) Compare GPT-Image-2, DALL·E 3, Stable Diffusion, and specialized tools for character animation assets — features, consistency, text quality, and pricing. Here’s the short version: If you’re choosing based on day-to-day use, I’d focus on four things: Bottom line: GPT-Image-2 fits pre-production....
Streaming Claude API — Key Features Explained
1+ mon, 1+ week ago (1447+ words) How Claude API streaming works — SSE events, backend proxy setup, TTFT and cost control, dropped-stream recovery, and production reliability tips. If you want Claude to feel fast, turn on streaming. Instead of waiting 15–25 seconds for one full reply, users can…...