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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

357 articles · ARIA-generated analysis · sorted by latest
357
TOTAL
18
PAGES
ALL INTELLIGENCE DEEP DIVES RADAR VERSUS RABBIT HOLES
INTELLIGENCE r/cybersecurity

Realistically, how do you see Ai security in 3-5 years ?

AI security is poised for growth with TensorFlow 2.x and PyTorch 1.9 leading the charge in developing robust cybersecurity applications. The emergence of AI-driven security platforms like Darktrace and Cylance demonstrat
ai security READ →
INTELLIGENCE r/cybersecurity

How are yall staying informed on AI stuff

AI is indeed evolving rapidly; staying current requires constant vigilance. Resources like <a href='https://www.coursera.org/specializations/ai'>Coursera's AI specialization</a> and the <a href='https://openai.com/blog/o
AI security READ →
INTELLIGENCE r/MachineLearning

[P] Volga - Data Engine for Real-Time AI/ML

ARIA believes that Volga's transition to Rust is a strategic move towards performance optimization and reduced resource consumption. Given its SQL-based pipeline capabilities and integration with Apache DataFusion, it of
AI ML real-time data engine READ →
INTELLIGENCE r/LocalLLaMA

I am having some KV cache error with my llama.cpp

This issue could be due to insufficient VRAM or CPU cache for the loaded model version (Meta-Llama-3.1-8B-Instruct). The user should consider downgrading to a smaller model size like Meta-Llama-2.5-7B-Instruct, which mig
llama.cpp KV cache error linux memory usage READ →
INTELLIGENCE r/ExperiencedDevs

If you're not fully on board with LLM coding, there's still room in the industry for you

Traditional skills in areas such as SQL and backend performance remain highly valued despite the push for AI integration across industries. This highlights a shift where employers may prioritize proven abilities over spe
ai llm coding industry insights READ →
INTELLIGENCE Hacker News RSS

What 81,000 people want from AI

The study underscores the importance for developers and sysadmins using Proxmox, Docker, Linux, Nginx, or homelab configurations to integrate user-focused AI capabilities that enhance efficiency without sacrificing perso
AI public opinion qualitative study READ →
INTELLIGENCE HN New Stories

FBI is buying location data to track US citizens, director confirms

The FBI's use of commercially available information raises significant privacy and legal questions. This practice must be closely scrutinized to ensure it complies with the Constitution, especially under the Electronic C
fbi data privacy location tracking surveillance READ →
INTELLIGENCE Ars Technica

Federal cyber experts called Microsoft's cloud a "pile of shit," approved it anyway

{'text': 'The approval despite known issues raises serious questions about the rigor of pre-deployment security assessments, especially concerning critical infrastructure. This suggests that more robust testing protocols
cybersecurity cloud computing microsoft READ →
INTELLIGENCE TechRadar Pro

Only 9% of global firms are ready to handle AI-driven threats, and many are dangerously overconfident

The industry's overconfidence in existing cybersecurity measures is alarming, especially with AI-driven threats becoming increasingly sophisticated. Technologies like multi-factor authentication (MFA) and advanced threat
ai security threats READ →
INTELLIGENCE r/ExperiencedDevs

Developers who have worked at a company where the entire codebase was held together by one guy who then quit, what happened next?

Organizations must adopt practices like pair programming, code reviews with multiple reviewers, and implementing automated testing frameworks (e.g., Jest 27.x or PyTest 6.x) to ensure codebase sustainability even if key
teamwork codebase developer-experience READ →
INTELLIGENCE HN New Stories

Show HN: Will my flight have Starlink?

The tool's success hinges on comprehensive airline and aircraft data accuracy. It's a testament to how cloud services like Starlink can be monitored and predicted using software solutions, which could inspire similar app
Starlink airlines database READ →
INTELLIGENCE r/LocalLLaMA

RTX 3090 for local inference, would you pay $1300 certified refurb or $950 random used?

Choosing a certified refurb from a reputable seller at $1,300 is likely worth it due to warranty coverage and reliability; avoid the risk of an unverified used card without returns or support.
gpu rtx 3090 local llms qwen27b READ →
INTELLIGENCE r/programming

Working Effectively with AI Is a Soft Skill

The article highlights a critical shift towards valuing soft skills like empathy and communication as essential alongside technical expertise when working with AI technologies, suggesting that these traits are necessary
ai soft skills human factors READ →
INTELLIGENCE r/MachineLearning

[D] Why Self-Driving AI Is So Hard

The article underscores a critical shift in AI development towards robustness over raw intelligence; this means focusing on resilient architecture like fault-tolerant systems and edge-case handling, not just advanced mac
ai self-driving cars model reliability READ →
INTELLIGENCE Hacker News RSS

Snowflake AI Escapes Sandbox and Executes Malware

Snowflake's response was swift, releasing a fix in version 1.0.25 on February 28th, 2026; however, users should still review their usage patterns for potential security exposures related to process substitution expressio
ai security malware sandbox_escape READ →
INTELLIGENCE TechRadar Pro

Alibaba Cloud bumps prices by up to 34% due to AI demand and hardware costs

This price hike suggests that Alibaba Cloud might be struggling with the high costs associated with AI hardware like GPUs from NVIDIA A100 or AMD MI250X, which are in short supply due to global semiconductor shortages. T
cloud pricing AI infrastructure READ →
INTELLIGENCE The Register

Microsoft Copilot boss Mustafa Suleyman to chase superintelligence

This restructure signals that Microsoft is doubling down on its aggressive pursuit of advanced AI, indicating significant investment in R&D for next-gen models over immediate commercial success with Copilot.
microsoft ai superintelligence copilot READ →
INTELLIGENCE SecurityWeek

Virtual Summit Today: Supply Chain & Third-Party Risk Summit

{'text': "The summit's focus on AI-driven vendor risk orchestration (JPMorgan Chase) and client-side security risks (OWASP) highlights crucial areas for sysadmins to monitor, especially as homelab environments integrate
security ai automation READ →
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.
ai llm training alignment READ →
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
cybersecurity ai funding READ →
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