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Let me pin this post: this AI hype will end like this -
0. All the "halo"s around LLM and AI will varnish. It will become "just another technique that helps people on something".
1. Some model companies will go public, but very few, because most will die in the market competition.
2. NVIDIA will keep dominant for 5 years, then new comers will stand and be capable of competing with NVIDIA. But most especially early adopters of AI will still depend mainly on NVIDIA
3. Open weight models will survive, as alternatives to commercial models, mainly for enterprise market. But again, very few of them.
4. New rich group will emerge, old money will partially merge with the new rich by investing smartly.
5. The most important thing: we humans will be fine and dealing with 99.99% of the current real world problems, as we are today.
Most vulnerabilities happen on Linux servers, Linux sucks.
‼️ A single HTTP/3 connection can crash vulnerable web servers. No login required.
Newly disclosed QPACK flaws trigger up to 4,000× memory amplification in tests, exhausting server resources.
→ PoC is public
→ 7 implementations affected
→ Still unpatched: Bun, aioquic, h3
Full details ↓ thehackernews.com/2026/10/ne…
Interestingly, hash algos such SHA256 are similar to convolution. You have a window (the size such as 512bit) and calculate block by block, serially. It is slow. Parallel hash exists, but still sequential hash is still dominant.
Why did the prime minister call for attention to the PHP CVE??? Any Japanese friends explain?
皆様に、今夜に対応して頂きたい大至急のお願いです。
多くのウェブサイトで使用されているPHPに関し、PHPのセキュリティチームが、重大な２件の脆弱性に関する注意喚起を行っています。
公開しているウェブサイトでPHPを使用しているか確認し、今夜、10月21日午後11時（日本時間）に公開される修正パッチについて、可及的速やかに適用できるよう準備をお願いします。
修正パッチを速やかに適用することが困難な場合は、例えばウェブサイト等を一時的に停止させることも、リスクを低減させるための有効策の一つと考えられます。
国家サイバー統括室のXアカウントでも関係する情報を発信していますので、そちらも参考にして下さい。
国家サイバー統括室(注意・警戒情報)（@cyber_forecast） / X
wang retweeted
It’s not true that brains are just a series of tiny neurons firing. This is the fundamental AI lie. In reality, biological neurons also do autopoiesis: they maintain themselves alive. There is nothing similar in artificial neurons, which, to be precise, don’t even exist physically.
Every foundational/frontier model company should and will have its own harness/agent and runtime (known as sandbox).
- harness/agent is the critical connector between the models and the real world tasks.
- runtime/sandbox is essential to get things delegated by the models done.
That will be the minimal product set of model companies.
So @dhh you really were in Hangzhou at Alibaba? I was not sure whether this was you or not. Despite that I said bad words to you and the project, but I still love Linux.
