3/5 SSMs are recurrent, each token depends on previous state. Mamba decode reads state → updates it. Misclassified request reads garbage → propagates recursively through all tokens. Attention writes K/V first, then attends. Safe even if misclassified.
SECURITY
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AI Data Exposure: DSPM and DLP Integration Strategy
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AI is accelerating data exposure. The Cyberhaven Winter 2026 Launch explains why DSPM and DLP work better together, with concrete scenarios and a live view of an integrated data protection approach. Register here > http://
events.cyberhaven.com/winter-2026-la
unch/
… @CyberhavenInc Partner. -
BREAKING: Security Issue with Clawdbot Skills Prompt Injection
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BREAKING: SECURITY ISSUE WITH CLAWDBOT Prompt injection inside Skills. Check skills files before asking clawdbot to install them! e.g. Crypto scammers include malicious instructions.
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Claude Code vs ClawdBot: Security and Data Integration Comparison
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I prefer using Claude Code directly over ClawdBot; getting the same value when I’ve it wired up to all my data. Getting security right is real and Claude Code has a lot of protections built in .. be safe out there if you’re trying out ClawdBot!
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Wired Headphones Resurge: Security and AI Hacking Concerns
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Why are wired headphones popular again? I have AI-specific reasons. My reasons: cheaper and I feel less horrible if I lose them (and have not yet) safer, can’t be hacked (I think the Kamala Harris interview actually influenced a lot of people) will never lose power
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Synthetic Data Protects Privacy in AI Development
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On #DataPrivacyDay, we're taking a closer look at synthetic data and how it can keep the AI machine running without sacrificing personally privacy. A tremendous advantage for organizations using synthetic data is that it built, in part, for data privacy — there's little to no
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AI Models Enable Secure Public Sector Digital Transformation
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Privacy isn’t just a checkbox. Government agencies face a dual challenge: deliver efficient services while safeguarding citizen data. Here are 3 reasons why ready-made AI models accelerate adoption and embed governance from day 1, so the public sector can innovate without
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France bans under-15s from social media platforms
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L’interdiction de réseaux sociaux aux moins de 15 ans va obliger chaque Français à s’inscrire sur un site dépendant du gouvernement pour avoir le droit d’aller sur les réseaux Êtes vous content de la loi Ou Pensez vous comme moi qu’elle est liberticide et dangereuse ?
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AI Agents Security: Understanding Prompt Injection Threats
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When AI Agents Turn Against You: The Prompt Injection Threat Every Business Leader Must Understand As organizations deploy #AIagents to handle everything from customer service to financial decisions, a critical #security #vulnerability threatens to turn these digital workers
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AI-Generated Security Reports Overwhelming Open Source Maintainers
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What I’m hearing: large open source projects are being absolutely hammered by AI-generated security reports. To the point of not being able to handle them. Feeling is lots of ppl want an easy way to put a CVE on their CV and collect $$ for bug bounty. Super bad for maintainers
→ View original post on X — @flowiseai, 2026-01-27 20:57 UTC