2026年8月15日のHacker News レーダー

“"Every run is traceable Everything the model sees is recorded in an append-only session log: system prompts, reasoning, tool calls and results, subagent scheduling, and every context injection. In the Trajectory view, you can inspect these records by source.…”

“«It uses an architecture where everything is a plugin» Ok, that's enough for me. I have developped over the year a plugin fatigue. Every product relying on "community plugins" for their features implies it works fine the 6 first months, then it's a nightmare…”

“There is such a clear lack of innovation drive in this field. Every lab just copies what the other does. One of the most baffling things to me is how the once-upon-a-time good developer instinct to make everything reusable, testable, and deterministic is just…”

“What's buried under the lede: this harness is using Cordis v4 (the paper that dropped today). Cordis has already been used for four years in a different project called Koishi that uses v3. Cordis itself is a way of hot loading and unloading plugins without…”

“Based on what I've read today, DeepSeek Harness seems to be similar to Pi Coding Agent in design. Both are barebones to start out and rely heavily on plugins. However, 3 things make DSH stand out. 1. Plugins in DSH are required to have cleanup handlers, so I…”

“The article mentions you can always simply use a smaller, local, un-watermarked LLM to rephrase the original watermarked text. Which is true, sure. But if we're talking about deterministically taking some watermarked LLM output and having a function…”

“I don't really see how this would work anyway. Even if you find a way to 100% watermark any text, couldn't you just use a non-watermark model? I have a hard time believing every AI company on heart would comply. Hell, even if every AI company on earth decide…”

“The goal of the AI act is not to determine if an "oh yeah!" comment was AI generated. The target is long papers that falsely claim human review and can have real significant consequences. E.g. research paper, law makers, lawyers, state policies, notaries,...…”

“I've been working in the media and model IP space for quite many years. What this article misses a bit is the threat model for watermarking in general. Watermarking and fingerprinting have inherently weak security guarantees -- they rely a lot on security…”

“Interesting to see the Linux version released. On Windows, though, my experience with the new ChatGPT app since Codex was folded into it hasn't been great. I'm a Codex user, and when it was still a standalone app it worked really well for me. Since it became…”

“Unrelated to this Linux release but I've been using the new ChatGPT desktop app since I annoying updated on accident, and I haven't had that great of an experience. I previously really enjoyed the Codex app. It was easy for me to understand and find what I…”

“This will make it much easier to trap people into installing it without any isolation just to their primary user account or even make it run with admin privileges by default. With the recent security related events we already see that it seems to be wide…”

“Reminder to everyone, treat these as trojans. Run them isolated from the rest of your system. Give it a full desktop in a VM if you want to, just not direct access to your system.”

“The most remarkable things about this announcement: - Electron based app: Electron is a framework sold on the basis of enabling rapid cross-platform development at the cost of performance. - Frontier AI company: AI is sold on the basis of enabling rapid…”

“> The old ChatGPT app, which has now been renamed "ChatGPT Classic", feels much faster and is using around 478 MB under the same conditions. That's definitely better, but all things considered, this is still an absurd amount of memory for a text chat client,…”

“https://unsloth.ai/docs/models/qwen3.8 The 1bit quant model is at an astonishing 397GB with 95B active per MOE. This literally puts Opus 4.5 performance level into a machine a normal person could buy, and still gets usable tokens/second. The full lossless…”

“Supposedly this is a Kimi k3 rival. Bit of a chonker, especially since they only released bf16 and fp8. So at launch this will be harder to serve than k3. No QAT on q4 means that someone with deep pockets (nvda?) will have to quant it, with plenty of…”

“> In particular, Qwen3.8-Max is the official version based on Qwen3.8-2.4T-A95B with more features, such as vision input & non-thinking support, 1M context length by default, official built-in tools, etc. That is unfortunate, that the open weight model…”

“Also of interest: DeepSeek V4-Pro-0813 (1.6T-A49B) benchmark scores have apparently just been announced on the DeepSeek WeChat channel and they're sitting about Fable 5 level.[1] [1] https://www.reddit.com/r/LocalLLaMA/comments/1vmi0fg/deepsee...”

“From my evaluation[1] neither Kimi K3 nor Qwen 3.8 are as good as GLM 5.2 at coding. I wonder if there's a marketing gap that's got people underestimate it. It uses twice as much tokens to achieve the same but the results are significantly better and because…”

“I bought $18 GLM official subscription yesterday (5.2, but new model version was already leaking on some docs), set it up with Claude Code harness... and I’ve bumped to $80 plan almost immediately. It’s the first model that agreed on a proper security…”

““ Open Source: We will release the weights in two weeks after launch, once safety evaluation and hardening are complete.” Cybersecurity capability might be nerfed”

“This is absolutely still shy of Sol and Fable, but only just by a hair. Ridiculous results. There's still not a compelling economic reason to drop OpenAI courtesy of the ludicrous reset addiction that's taken place, but it feels like we're on the precipice.…”

“Am I correct in understanding that this is just 730B-ish parameters as an MOE? That sounds like incredible performance per parameter. The new Deepseek was also very impressive with its 280B or so. Plus the most recent 30B-ish Qwen and Muse. I find the…”