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Excited to share the KDA: Kernel Design Agents that powers HAN Lab Kernel Mafia top ranking #1~3 kernels at Kernel Contest🚀🚀🚀 Thanks to agents, everyone can be a "kernel bro" in 2026: By adapting the KDA, the team ranked #1 in MoE, #2 in DSA, and #3 in GDN...

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Ligeng Zhu

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109,445 次观看 • 1 个月前 •via X (Twitter)

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The Kernel community is leveling up. More involvement. More impact. More rewards. 100,000 $KERNEL tokens up for grabs. Ready to earn by contributing? Jump in now 🍿
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The Kernel community is leveling up. More involvement. More impact. More rewards. 100,000 $KERNEL tokens up for grabs. Ready to earn by contributing? Jump in now 🍿

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Gamers when they see the word "kernel" but they don't understand that you can go deeper than kernel mode with blumber schlumpkie mode (enabled in the BIOS)
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Gamers when they see the word "kernel" but they don't understand that you can go deeper than kernel mode with blumber schlumpkie mode (enabled in the BIOS)

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Kernel Kollective is back for round 2! 🍿 This round brings: ✦ 40,000 $KERNEL in rewards for top contributors ✦ Fresh quests across Kelp & Gain ✦ A 1.5-month sprint to climb the leaderboard (ends Sep 30) Whether you’re here to earn, compete or grow with the community, now’s the time to jump in. 🌱 ⚓
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Kernel Kollective is back for round 2! 🍿 This round brings: ✦ 40,000 $KERNEL in rewards for top contributors ✦ Fresh quests across Kelp & Gain ✦ A 1.5-month sprint to climb the leaderboard (ends Sep 30) Whether you’re here to earn, compete or grow with the community, now’s the time to jump in. 🌱 ⚓

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An analysis of CVE-2026-21236 - A heap based buffer overflow in the Microsoft Windows Kernel afd.sys - was just published by Emily L a recent secondment with my team EDG! Nice work for her first triage of a kernel memory corruption bug!
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An analysis of CVE-2026-21236 - A heap based buffer overflow in the Microsoft Windows Kernel afd.sys - was just published by Emily L a recent secondment with my team EDG! Nice work for her first triage of a kernel memory corruption bug!

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Kernel Kollective is back for Sprint #3! 🍿 This round brings even more fire: ✦ 30,000 $KERNEL in rewards ✦ Brand-new quests across Kelp & Gain ✦ A month-long sprint to rise through the ranks (ends Oct 31) If you thought the last sprint was competitive, this one sets the bar higher.

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26,076 次观看 • 9 个月前

Our agent autonomously found this kernel 0day and its exploit works on the #KCTF target. We are building to find vulnerabilities systematically, not just shadow bugs. See the quoted post below—comment "depthfirst" and we'll send you a free agent to try out.
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Our agent autonomously found this kernel 0day and its exploit works on the #KCTF target. We are building to find vulnerabilities systematically, not just shadow bugs. See the quoted post below—comment "depthfirst" and we'll send you a free agent to try out.

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A kernel of wisdom from the myth and stories vault… not every berd will be ready to leave the nest… times change, and people change too. be flexible, and put your trust in the ones you care about
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A kernel of wisdom from the myth and stories vault… not every berd will be ready to leave the nest… times change, and people change too. be flexible, and put your trust in the ones you care about

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KernelDAO Airdrop Season 1 wrapped up with a bang! 🌟 Highlights: ✧ 350K+ participants ✧ 2.1B+ Kernel Points earned ✧ 10% of total $KERNEL supply allocated Dive in! 🧵
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KernelDAO Airdrop Season 1 wrapped up with a bang! 🌟 Highlights: ✧ 350K+ participants ✧ 2.1B+ Kernel Points earned ✧ 10% of total $KERNEL supply allocated Dive in! 🧵

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20,883 次观看 • 1 年前

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🧃 Introducing stereOS: a Linux based operating system hardened and purpose built for AI agents. It's clear that agents need an ACTUAL operating system (not what people are calling an "OS") to witness the full breadth and depth of their capabilities while mitigating the blast radius of autonomous, untrusted actors. But there are so many problems with AI sandboxes today: * Going out to the apple store and buying a mac mini will never scale and is way too expensive (obviously) * Running in Docker is too restrictive (agents can't stand up their own container infrastructure, no sub virtualization, docker-in-docker is very broken) * Firecracker strips all the hardware so GPU PCIe passthrough, secure boot, FIPs, etc. is out of the question. * Native VMs are too fat and the overhead of 1 agent per VM is too much. stereOS takes a different approach: it's a full NixOS system that you boot and then kick off agent sandboxes inside with gVisor + /nix/store namespace mounting. Each agent gets their own kernel and the /nix/store is read only by nature. Even if the agent was somehow able to escape the gVisor virtual kernel, they'd land on the NixOS system as the "agent" user! Not your actual hardware!! If you want to take a defense-in-depth approach, we support "native" agents that run at the system level kicked off by our `agentd` utility. These agents, on their own, can manage and kick off other sub agents using the internal sandboxing mechanisms. Today, we're open sourcing all of this: * stereOS: our purpose built Linux OS - * masterblaster: client utility to launch, manage, and orchestrate agents - * stereosd: the stereOS system control plane daemon - * agentd: the stereOS system agent management daemon - Give it a try, throw us a star, and let me know what you think 🧃⭐️

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150,291 次观看 • 4 个月前

There’s almost too much to unpack in this corn rap on the Macys Day Parade 🤦🏼‍♀️ but the little kernel in this life lesson is… in order to make it in the world and POP…you’re gonna have to do your “corn dance” at some point. #Shucked 🌽
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There’s almost too much to unpack in this corn rap on the Macys Day Parade 🤦🏼‍♀️ but the little kernel in this life lesson is… in order to make it in the world and POP…you’re gonna have to do your “corn dance” at some point. #Shucked 🌽

Sheryl Hickerson 🙋🏼‍♀️

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GhostLock (CVE-2026-43499) is a 15yr old kernel 0-day we used in IonStack full chain exploit. Everything around you, as long as it runs Linux, from IoT to mobile to desktop, is affected. Read how we won $92,337 bug bounty with GhostLock and see our exploit on Github. Link below

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1/ [BIG NEWS] Restaking #Bitcoin on BNB Chain is now possible! 🎉 💪 Finally, BTC holders can unlock the benefits of restaking on BNB Chain. Supercharged by KernelDAO. Be one of the first to get a 6x Seeds boost + 1.25x Kernel Points Boost! 👉

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Replit, Vercel, and OpenAI have built very cool agent-native applications, but nobody else has passed the demo stage. Building agents that work is complex. Teams aren't shipping agents because we don't have good tooling yet (and most of us don't know how to do this well.) A couple of days ago, the CopilotKit🪁 team announced a collaboration with . You can now use LangGraph with CoAgents to build agent-native applications, and here is everything you need to know about that: CoAgents is fully open-source, and you can use it to do the following: • Human-in-the-loop to steer and correct the agent • Stream intermediate agent state • Real-time state sharing between the agent and the application • Agentic generative UI to build trust that the agent is on the right path Start this GitHub Repository: Thanks to the team for giving me early access and collaborating with me on this post.

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A popcorn kernel popping
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A popcorn kernel popping

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The cognitive dissonance- people at Auckland Zoo love the orangutans. Meanwhile NZ Dairy industry imports millions of tonnes of palm kernel, product of the palm industry that is destroying orangutan habitat.

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