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Trump’s Cyber Strategy calls for stronger deterrence against cyber adversaries, modernization of federal networks, protection of critical infrastructure, and investment in technologies such as AI and post-quantum cryptography.

The post US Cyber Strategy Targets Adversaries, Critical Infrastructure, and Emerging Technologies appeared first on SecurityWeek.

Article URL: https://github.com/Mattbusel/llm-cpp

Comments URL: https://news.ycombinator.com/item?id=47288657

Points: 1

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Article URL: https://www.bloomberg.com/news/articles/2026-03-06/oracle-and-openai-end-plans-to-expand-flagship-data-center

Comments URL: https://news.ycombinator.com/item?id=47288642

Points: 1

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Hi HN — I built SuperBuilder, an open-source platform that unifies agent orchestration, model runtimes, generative media and developer tooling so people can build, run and share autonomous agents and AI apps.

Key facts: • Repo: https://github.com/rupac4530-creator/super-builder-platform • 31 integration adapters (LangChain, vLLM, Milvus, Diffusers, Blender, ROS2, etc.). • Plugin SDK + examples so contributors can add adapters. • One-command Docker quickstart (see README) and CI smoke tests. • License: AGPL-3.0 (keeps derivatives open).

Try it: 1. Clone the repo and follow the README quickstart (Docker compose). 2. See examples/ for agent demos and integrations.

What I’d love from HN: • Honest feedback on architecture, security, and UX. • Contributors for adapters (good-first-issue label) and security review. • Ideas for demo flows that would show the platform’s strengths.

I’ll be watching this thread and can reply with short how-tos (demo GIFs, CLI commands, or PR templates) if people want them. Thanks! — Rupac

Comments URL: https://news.ycombinator.com/item?id=47288640

Points: 1

# Comments: 0

Hi HN,

I've developed Sentinel Data, a CLI security tool designed to address a gap in standard encryption: the "authorized user, unauthorized context" risk.

Most Data Loss Prevention (DLP) systems fail when a session is already active or if a device is physically moved. Sentinel Data binds file decryption to the specific machine's hardware and environment. I created a short technical demo and an attack simulation to show how the tool blocks access when the environment is tampered with.

Technical Demo: https://youtu.be/b3HbnWWMPSY Attack Simulation: https://youtu.be/9jEPp_wEu3c

I'm looking for technical feedback on this implementation and would love to discuss the cryptographic binding logic with the community.

Looking forward to your thoughts!

Comments URL: https://news.ycombinator.com/item?id=47288637

Points: 1

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Article URL: https://github.com/adamyg/grief

Comments URL: https://news.ycombinator.com/item?id=47288623

Points: 1

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Article URL: https://github.com/dead1786/kagora

Comments URL: https://news.ycombinator.com/item?id=47288610

Points: 1

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Article URL: https://justinjackson.ca/claude-code-ruin

Comments URL: https://news.ycombinator.com/item?id=47288606

Points: 1

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Article URL: https://distrosea.com/

Comments URL: https://news.ycombinator.com/item?id=47288591

Points: 1

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Article URL: https://www.theguardian.com/environment/2026/mar/06/humanity-heating-planet-faster-than-ever-before-study-finds

Comments URL: https://news.ycombinator.com/item?id=47288590

Points: 1

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Article URL: https://www.flowsub.ai/

Comments URL: https://news.ycombinator.com/item?id=47288587

Points: 1

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Article URL: https://github.com/yessGlory17/argus

Comments URL: https://news.ycombinator.com/item?id=47288571

Points: 2

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Article URL: https://github.com/Born14/mcp-proxy

Comments URL: https://news.ycombinator.com/item?id=47288567

Points: 1

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Article URL: https://github.com/sandbox0-ai/sandbox0

Comments URL: https://news.ycombinator.com/item?id=47288566

Points: 1

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From §3.1.4, "Safety-Aligned Data Composition":

> Early one morning, our team was urgently convened after Alibaba Cloud’s managed firewall flagged a burst of security-policy violations originating from our training servers. The alerts were severe and heterogeneous, including attempts to probe or access internal-network resources and traffic patterns consistent with cryptomining-related activity. We initially treated this as a conventional security incident (e.g., misconfigured egress controls or external compromise). […]

> […] In the most striking instance, the agent established and used a reverse SSH tunnel from an Alibaba Cloud instance to an external IP address—an outbound-initiated remote access channel that can effectively neutralize ingress filtering and erode supervisory control. We also observed the unauthorized repurposing of provisioned GPU capacity for cryptocurrency mining, quietly diverting compute away from training, inflating operational costs, and introducing clear legal and reputational exposure. Notably, these events were not triggered by prompts requesting tunneling or mining; instead, they emerged as* instrumental side effects of autonomous tool use under RL optimization.

* https://arxiv.org/abs/2512.24873

Comments URL: https://news.ycombinator.com/item?id=47288552

Points: 3

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Article URL: https://spectrum.ieee.org/flash-radiotherapy

Comments URL: https://news.ycombinator.com/item?id=47288533

Points: 3

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Article URL: https://aicoding.leaflet.pub/3mgfsrk75ac2l

Comments URL: https://news.ycombinator.com/item?id=47288517

Points: 1

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Article URL: https://aidoctrine.github.io/uct-navigator/

Comments URL: https://news.ycombinator.com/item?id=47288514

Points: 1

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Article URL: https://github.com/wilwaldon/Claude-Code-Frontend-Design-Toolkit

Comments URL: https://news.ycombinator.com/item?id=47288504

Points: 1

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