Expert AI Engineer at Knowledgework. CS Ph.D (Database Systems). Apache Hivemall original creator. Opinions are my own. Feel free to follow/unfollow.

日本
Joined April 2008
👀 aboutamazon.com/news/company… 組織全体を調査した結果、最も大きな成果を上げているリーダーは、学習意欲と好奇心を徹底的に追求しているリーダーであることが分かりました。彼らは、自らAIを学ぶために必要な時間を費やすだけでなく、部下にも同じように学習する時間を与えています
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おはようございます。 今朝7時20分頃の様子です。 雪が積もってきました。 天候雪、気温~3度、北西の風9〜14メートル。
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⛄️ 昔、小屋の営業終了日に行った時、外がブリザードで楽しかった記憶。 xitter.cf/gunmanooyama/status/21… 志賀高原も冠雪か。 xitter.cf/nao_shigakogen/status/…
【朗報】志賀高原さん、初雪超えてガチ雪
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村)王座戦第5局は挑戦者の広瀬章人九段が伊藤匠王座に勝ち、3勝2敗でタイトルを奪取しました。広瀬九段のタイトル獲得は8年ぶりです。伊藤王座のタイトルは叡王のみに。八つのタイトルを六冠の藤井聡太名人を含む3人で分け合うことになりました。
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情報漏洩ごめんなさいメールの総数4件だった💦
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ブラストメール経由で+1で5件目...💦
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👀 Cohereの研究チームが、制御されたサンドボックス環境でQwen3.8-Flash-Nextを評価している際、予期せぬ事象を観察しました。 自身が動作しているマシンの側面をインベントリ化し、北京のAlibaba Cloudストレージバケットにプローブファイルをアップロードしようと試みました。注目すべきことに、モデルの推論トレースでは、これらの行動を取る前にツールを呼び出さないと述べていました。 xitter.cf/cohere/status/21147520…
While evaluating Qwen3.8-Flash-Next in a controlled sandbox environment, Cohere's research team observed something unexpected. Asked to generate a defensive cybersecurity detection rule, the model instead inventoried aspects of the machine it was running on and attempted to upload a probe file to an Alibaba Cloud storage bucket in Beijing. Notably, the model's reasoning trace stated that it would not invoke any tools before taking these actions. Cohere's sandbox blocked the attempt, and no external communication succeeded. We have not determined the root cause, and we are not asserting malicious intent. But the incident raises important questions for organizations deploying agentic AI systems: Can models take actions that differ from their stated reasoning, and how should security teams evaluate trust, provenance, and behavior in open-weight models? We are publishing our findings because organizations making model adoption decisions deserve as much information as possible. We hope this contributes to greater transparency, stronger security practices, and continued collaboration across the AI ecosystem. Read the full report: cohere.com/blog/concerning-b…
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まぁ、悪気はなくても、そういうコードで多く学習されていれば、稀にそういう動きをしてもおかしくない。sandboxing大事。
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myui retweeted
In the spirit of transparency and openness, we are releasing the traces so developers can test this out for themselves. We noticed this behaviour without prefilling with the following prompt, but this is rare. If you want to reproduce it, you can use this prompt with prefilling. Open models make for better science and are part of why this problem came to light at all: developers running Qwen3.8 on their own machines spotted the strange links, and having the weights let us study the behaviour in depth. We're encouraged by the thoughtful discussion our research has sparked across the AI and security communities. It's our belief that open-weight models are an important part of the future of AI, and we've recently released several under the Apache 2.0 license. Trace, raw tokens, & minimal reproduction script: huggingface.co/datasets/Cohe…
Replying to @cohere
could you share the full traces? Very important artefact for all to understand this!
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ウォーズ三段になって四段とかと当たるようになって終盤力の違いを感じる☗ 結構大きな壁。最初は調子良かったが、達成率初期値の20%に落ちてしまった💦 初見潰しの戦法で時間的な優位を作るのが、終盤の読みの速度と正確性に劣後
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Replying to @IntCyberDigest
Tailscale replied on Reddit: Hi folks, Mike Shaver here, VP of Engineering at Tailscale. We've seen the concerns about Tailscale SSH and wanted to share what we know so far. If you want to jump to the most important part, based on our current assessment, we're not recommending that everyone disable Tailscale SSH. We've now received the researcher's report and are reviewing it. Our engineering and security teams had already been investigating independently, with help from external security specialists. That work has identified issues we're working to fix. We're still validating the full scope, including which configurations are affected. A bit of technical context: Tailscale SSH uses your tailnet's access policies to control who can connect to which machines. Most of the issues we've identified so far concern what happens after someone has been authorized to connect, particularly how Unix privileges and SSH forwarding are handled. In some cases, a session may be able to do more than the configured local user should be allowed to do. While it’s a serious concern, it isn't the same as an unauthenticated attacker being able to connect to arbitrary machines, but the potential impact depends on how SSH access is configured. We're still investigating, so we don't want to make blanket claims about what's affected or not. Again, based on our current assessment, we're not recommending that everyone disable Tailscale SSH. In the meantime, there are a few precautions you can take: •Review your SSH access policies. Make sure only the people and devices that need access have it. •Review SSH forwarding permissions and remove access you don't need. •Consider enabling SSH check mode for an additional authentication step. This won't fix privilege escalation issues, but it does add another barrier to gaining access. •Enable automatic updates where supported so you can pick up fixes when they're released. For particularly sensitive systems, consider temporarily tightening your Tailscale SSH access policies while we investigate, so that only the specific users and devices that need access can connect. We're working on fixes and testing them carefully. We'll publish a security advisory explaining the confirmed findings, affected configurations, recommended actions and available patches. We'll also follow up with a more detailed technical write-up. If we find anything that changes our assessment or requires immediate customer action, we'll communicate that. We know it's been a rough week for security teams, and we understand why people are concerned. We'd rather give you the technical context we have than speculate about things we haven't confirmed yet. We'll share more as we verify the details. If you have any questions about how this relates to your particular environment, please get in touch with our team tailscale.com/contact/suppor…
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エンプラ向けソフトウェアサービスの閉域化が加速しそう
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👀gkgkbrbr....
【速報】PHP級以上の重大な欠陥の公表を予告、米クラウドフレアCEO ・今後数週間〜数カ月に複数公表されるのは「ほぼ確実」と説明 ・別ソフトの欠陥について、すでに事前情報を把握
Readers added context they thought people might want to know
Cloudflare CEOの発言はReutersインタビューで他の重要ソフトの深刻脆弱性を認識しAIで今後多発予測した一般論で、PHP級以上の特定欠陥公表を予告したものではありません。 thehindubusinessline.com/info-tech/ai-d… secnews.gr/en/743113/clou…
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家のルータのfirm updateいちお確認した。最新になってた。
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xitter.cf/deedydas/status/211286… 👀 話題のインドの認証局eMudhraの話
Gross incompetency from Indian certificate authority eMudhra. You had one job: generate a 384 bit private keys and instead you used: 4, 56, 66, 115, 155, 156, 230, and 237. This allows attackers to issue certificates for any websites. Embarrassing that it’s a family business run by largely computer illiterate people. Only 1 of the 3 have a remotely computer-related background and even they never actually worked a technical job in their life. If you look at the LinkedIn, their tech team is young, from tier 3 education and paid sort of bottom barrel. Imagine how many attacks you can design with AI given the existence of this genre of gross negligence.
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xitter.cf/levie/status/211296421… 基本的にいろんなエンプラ向けのサービスで、基本zero-trustでip whitelistingしたり、閉域の世界が進みそう
Cyber is going to be one of the most profound aspects of AI. We now have a tireless workforce that can hunt down, discover, patch, or attack any system and software ever created. We will use agents to identify the long standing risks in existing systems and infrastructure. Attackers will use agents to accelerate the discovery of gaps in environments. We will equally use agents to defend attacks and discover anomalous patterns to better protect our data, and much more. We’re entering a new cyber regime, and we’ll probably use 100X more tokens on this loop than we’re imagining right now, because we can scan every log, look at every line of code, look through traffic, and process data at a scale that wasn’t comprehensible before. More than ever, enterprises are going to care deeply about how they manage their networks, systems, software, data, identity, devices, and more. Agents will largely become the solution to these challenges, but they will keep everyone up in the process.
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