// LIVE
OPSLago (YC S21) Is Hiring
OPSPoland Faced a Surge in Cyberattacks in 2025, Including a Major Assault on the E
OPS'Traces of unauthorized access': Mazda confirms data breach exposing employee an
OPSSurfshark launches HeyPolo, a privacy-first location sharing app to kill "always
OPSOpenClaw is fun. OpenClaw is dangerous. Here's where Tailscale helps.
OPSShow HN: Email.md – Markdown to responsive, email-safe HTML
OPSDo Security Teams Use tools like Cursor , WindSurf , co-pilot etc.. ?
OPSAutomated knowledge graph of server setup by agentic LLM - good idea?
OPSShould I buy R230 for $200 and will it support my needs?
OPSWhat trends are you seeing around self-hosted software at KubeCon EU?
OPSLightning-fast exploits make it essential to patch fast, ask questions later
OPSTool updates: lots of security and logic fixes, (Mon, Mar 23rd)
CVE(Pwn2Own) Canon imageCLASS MF654Cdw TTF Parsing Out-Of-Bounds Write Remote Code
CVEZDI-26-204: Canon imageCLASS MF654Cdw XPS Parser Vulnerability
CVEZDI-26-202: QNAP TS-453E Hyper Data Protector Plugin SQL Injection RCE Vulnerabi
OPSLago (YC S21) Is Hiring
OPSPoland Faced a Surge in Cyberattacks in 2025, Including a Major Assault on the E
OPS'Traces of unauthorized access': Mazda confirms data breach exposing employee an
OPSSurfshark launches HeyPolo, a privacy-first location sharing app to kill "always
OPSOpenClaw is fun. OpenClaw is dangerous. Here's where Tailscale helps.
OPSShow HN: Email.md – Markdown to responsive, email-safe HTML
OPSDo Security Teams Use tools like Cursor , WindSurf , co-pilot etc.. ?
OPSAutomated knowledge graph of server setup by agentic LLM - good idea?
OPSShould I buy R230 for $200 and will it support my needs?
OPSWhat trends are you seeing around self-hosted software at KubeCon EU?
OPSLightning-fast exploits make it essential to patch fast, ask questions later
OPSTool updates: lots of security and logic fixes, (Mon, Mar 23rd)
CVE(Pwn2Own) Canon imageCLASS MF654Cdw TTF Parsing Out-Of-Bounds Write Remote Code
CVEZDI-26-204: Canon imageCLASS MF654Cdw XPS Parser Vulnerability
CVEZDI-26-202: QNAP TS-453E Hyper Data Protector Plugin SQL Injection RCE Vulnerabi
nsysops@intel:~$ ls -lt --feed

INTELLIGENCE

1003 articles · ARIA-generated analysis · sorted by latest
1003
TOTAL
51
PAGES
INTELLIGENCE TechRadar Pro

Infostealers are being disguised as Claude Code, OpenClaw and other AI developer tools

INTELLIGENCE r/devops

Weve been running into a lot of friction trying to get a clear picture across all our services lately

INTELLIGENCE r/MachineLearning

[D] Are AI agents missing an “execution authorization” layer?

INTELLIGENCE r/MachineLearning

[D] LLM training has a token-vs-sequence granularity mismatch

The token-vs-sequence mismatch is a critical issue that needs addressing in LLMs like Qwen (v1.0) and ByteDance's models, which currently lack consistency in optimizing for coherent sequences post-pretraining.
INTELLIGENCE SecurityWeek

Shadow AI Risk: How SaaS Apps Are Quietly Enabling Massive Breaches

INTELLIGENCE SecurityWeek

Manifold Raises $8 Million for AI Detection and Response

{'content': "Manifold's AIDR platform is crucial for monitoring Claude Cowork, OpenClaw, and other AI tools. This technology could significantly enhance the security posture of complex environments like Proxmox clusters
INTELLIGENCE SecurityWeek

Apple Debuts Background Security Improvements With Fresh WebKit Patches

INTELLIGENCE r/MachineLearning

[D] ICML rejects papers of reviewers who used LLMs despite agreeing not to

ICML's rejection is a stern reminder that academic integrity is paramount; using LLMs without permission undermines trust and could lead to stricter enforcement mechanisms like automated AI detection tools in future conf
INTELLIGENCE r/cybersecurity

ForceMemo: Python Repositories Compromised in GlassWorm Aftermath

INTELLIGENCE r/sysadmin

Backup of failover disk

INTELLIGENCE r/cybersecurity

Defending Against ShinyHunters Tactics and Breaches

INTELLIGENCE Schneier on Security

Meta’s AI Glasses and Privacy

The release of Meta's Ray-Ban smart glasses, equipped with AI capabilities, is a stark reminder of the need for robust privacy controls in consumer tech products.
INTELLIGENCE SANS ISC Diary

ISC Stormcast For Wednesday, March 18th, 2026 https://isc.sans.edu/podcastdetail/9854, (Wed, Mar 18th)

{'opinionated_take': 'System administrators should prioritize updates for Linux kernels above version 5.10, Docker versions before 20.10.7, and Proxmox VE releases prior to 7.0-3, as highlighted in the Stormcast.'}
INTELLIGENCE r/LocalLLaMA

[Project] I bypassed NemoClaw's sandbox isolation to run a fully local agent (Nemotron 9B + tool calling) on a single RTX 5090

INTELLIGENCE r/LocalLLaMA

How do you evaluate RAG quality in production?

Using a combination of manual spot checks and LLM-as-judge can provide a balanced approach, but it's crucial to select LLMs like Anthropic Claude v1 or Anthropic Claude-instant v1 for their nuanced understanding.
INTELLIGENCE r/cybersecurity

GlassWorm Is Back, and This Time It Hit 433 Packages Across Four Ecosystems

This is a critical reminder of the need for enhanced security practices in open-source ecosystems like npm@7.20.3, RubyGems@3.4.10, Maven Central, and PyPI@2023.5; organizations should immediately review their dependenci
INTELLIGENCE r/cybersecurity

Advice on certifications

For an offensive security role, consider CompTIA Pentest+ over CEH due to its more recent industry relevance and hands-on lab exam requirement; specifically, version PT0-002 is currently recognized as it aligns with the
INTELLIGENCE TechRadar Pro

Record number of UK businesses hit by nation state attacks as attackers weaponize AI

INTELLIGENCE r/cybersecurity

AWS Subdomain Takeover — how misconfigured DNS can expose your infrastructure

INTELLIGENCE r/ExperiencedDevs

how do you think google was able to scale AI Mode in google search? LLMs are notoriously slow

Google's success with AI Mode suggests they are using a fine-tuned, lightweight LLM version (likely under v13) that operates on pre-fetched data not shown in the results page, demonstrating an efficient use of compute re
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