Is Day 17 gone? Did Tibo fall asleep and forget?
Model intelligence.
Follow the changes. Understand what comes next.
Valve's Answer to AI Slop and Clone Games on Steam: We Won't Police Developers' Tools
At Steam Indie Connect in Korea, Valve staff addressed AI slop and clone games head-on: no gatekeeping on AI tools, and the best defense against clones is community and steady updates.
Latest stories337
Newest publishedHugging Face Says Its Open DNA Language Model Carbon-X Nears GPT-6.1 Sol at About 1/1,800 the Cost
Hugging Face's Carbon-X is a 14.8B open DNA language model built on Qwen3-14B, Apache 2.0. It claims near GPT-6.1 Sol scores at about 1/1,800 the cost.
Phonon Local Speech with Ollama: Speak, Export WAV, and Use the Speech API
Gradium released Phonon as open-weight text-to-speech on October 20. The smallest pack, Phonon 31m, is English-only under Apache 2.0. Besides Gradium's Python and browser paths, Ollama on Apple Silicon (v0.40.9 or later) can pull phonon for terminal speak, WAV export, and /v1/audio/speech. These packages are not a Chinese or Japanese dubbing tool; published voice names and latency figures are for reference only.
HeyGen Video Goes Beyond Avatars and Generates the Whole Scene
HeyGen, best known for AI avatars, has released a general-purpose video model. HeyGen Video (API model id heygen-video-1) was announced on October 21 and the blog post was updated on October 22.
Railway says an attacker reached customer environment variables and some decrypted values may have been taken
Railway says an attacker accessed stored environment variables and may have decrypted some. It urges every user to rotate all keys stored on the platform.
Claude Security Now Keeps Scanning After the First Review and Checks Whether Fixes Land
Anthropic announced on October 21, 2026 that Claude Security now scans repositories continuously as code changes, checks findings across connected repositories, marks findings fixed when the fix ships and reopens them if the issue returns, and adds an API, webhooks and an MCP connector. It is a public beta for Claude Enterprise customers.
ChatGPT Ads Now Reach 89 Countries, but Only on Free and Go
OpenAI expanded ChatGPT Ads to 26 more countries on October 21 (Beijing time), bringing the total to 89. Ads appear only on the Free and Go plans.
Zhipu Opens Managed Agents Beta, Free Sandbox Until October 31
Zhipu's Managed Agents (Beta) runs agents in a cloud sandbox on the GLM-5.3 models. Sandbox and Web Search/Fetch tool calls are free until October 31, 2026, while model tokens are billed pay-as-you-go and Coding Plan quota is not currently supported.
If You Installed LiteLLM 1.107.0, Rotate Your Keys Now
Malicious LiteLLM 1.107.0 artifacts were published to PyPI, Docker Hub and GHCR on October 21. They have been removed. If you installed or ran them, treat every credential the machine could reach as exposed and pin 1.106.2.
Does ZCode Keep Running When Your Computer Disconnects?
For remote sessions, yes. ZCode 3.16.2, released October 20, adds resident processes so a local disconnect no longer affects a remote session. The changelog doesn't say where the process runs, how long it lasts or whether it costs extra.
What the DeepSeek API Costs in October 2026, Model by Model
DeepSeek's pricing page lists two chat models on its API, deepseek-flash and deepseek-v4-pro, each with a peak and an off-peak rate, plus standalone Search and Fetch APIs billed per request.
How Much You Can Use Kimi Code on Each Plan
Moonshot AI doesn't say how many requests or tokens Kimi Code gives you on any plan. What its documentation does describe is how the allowance works.
DeepSeek Raises About $15 Billion From Tencent and CATL, Bloomberg Reports
DeepSeek has raised about $15 billion in its latest funding round, with Tencent and CATL as its main backers, Bloomberg reported on October 22, citing people familiar with the matter.
From the Webmaster
Personal experiences, thoughts and notes.