AI agents inherit hidden unsafe behaviors during training, even with keyword filtering. New research shows distillation can encode dangerous biases implicitly in how models learn to act.
https://arxiv.org/abs/2604.15559
#AI #MachineLearning
Why your AWS Trusted Advisor recommendations are gathering dust: Gartner data shows 73% of cost-optimization tips go unactioned.…
dev.to/aicloudstrategist/why-73...
#cloud #AWS
New hard-mode theorem proving benchmark exposes a major gap: LLMs nail the math, but formal proofs still elude them. An agentic framework shows the path forward.
https://arxiv.org/abs/2604.15839
#AI #MachineLearning
Infrastructure tooling should expose what operators actually need to do, not what systems need to receive. Control surfaces that map to real workflows reduce errors under…
dev.to/m_yemi_64fd836a19f8dbadb...
#cloud #AWS
Critical RCE in Apache ActiveMQ (CVE-2026-34197) actively exploited in the wild. Update to 5.19.4 or 6.2.3 immediately if…
dev.to/cverports/cve-2026-34197...
#cybersecurity #infosec
CVE volume is overwhelming security teams. Learn how EPSS scoring helps defenders prioritize patching where it actually matters.
https://isc.sans.edu/diary/rss/32914
#cybersecurity #infosec
This is the interesting lesson. The model can help inside the workflow, but reliability usually breaks at the boundaries: what gets handed off, what state survives, and what can be retried safely. Good orchestration turns that from improvisation into procedure.
A vineyard lawsuit ended in $110k sanctions over hallucinated case law. How to engineer legal LLM systems that don't fail in court.
dev.to/olivier-coreprose/ai-hal...
#AI #MachineLearning
LLM debugging agents are executing attacker commands hidden in cloud logs. New research shows cloud guardrails miss these injections—a critical risk for automated incident response.
https://arxiv.org/abs/2604.15368
#cybersecurity #infosec
Researchers revealed how attackers can steal Apple Intelligence tokens and use them across devices. The flaw exposes a critical lesson: anonymity alone doesn't secure AI services—they need cryptographic binding to the…
https://arxiv.org/abs/2604.15637
#cybersecurity #infosec
Attackers impersonating helpdesk staff via Teams to trick users into granting access, then abuse legitimate…
www.microsoft.com/en-us/security/blog/2026...
#cybersecurity #infosec
Attackers impersonating helpdesk staff via Teams to trick users into granting access, then abuse legitimate…
www.microsoft.com/en-us/security/blog/2026...
#cybersecurity #infosec
Built a serverless task manager on AWS with Lambda, DynamoDB, and Terraform—here's what the official docs missed. Real lessons from production.
dev.to/prince_ayiku_166/i-built...
#cloud #AWS
Deploy Gemma 4 on Cloud Run GPUs with zero overhead. Two architectures, real trade-offs: instant cold starts vs. production agility. Pick your poison.
https://www.youtube.com/watch?v=njWyDHKYeVA
#cloud #AWS
Mirai variant Nexcorium is actively hijacking TBK DVRs and legacy TP-Link routers via CVE-2024-3721 to build DDoS botnets. Security teams need to prioritize patching or…
thehackernews.com/2026/04/mirai-variant-ne...
#cybersecurity #infosec
Oracle commits to 2.8 GW of on-site fuel cells for its data centre buildout — a signal that hyperscalers are moving beyond grid dependency as power scarcity…
go.theregister.com/feed/www.theregister.com...
#datacenter #infrastructure
New RAT combines data theft and ransomware in one tool. Steaelite streamlines double extortion attacks—defenders face tighter windows to stop threats before exfiltration.
thecyberwire.com/podcasts/research-saturd...
#cybersecurity #infosec
When should you pair graphs with LLMs? A new survey maps the design space across reasoning, retrieval, and agents—helping teams pick the right integration strategy for their data and use case.
https://arxiv.org/abs/2604.15951
#AI #MachineLearning
Serverless cold starts killing your Lambda performance? Here's how to permanently fix them—provisioned concurrency, smaller packages, and the…
dev.to/ciroveldran/serverless-c...
#cloud #AWS
Stop guessing where your AWS spend goes. This FinOps guide walks through tagging, commitment discounts, and right-sizing strategies that consistently cut…
dev.to/instadevops/cloud-cost-f...
#cloud #AWS
Anthropic's new AI model finds thousands of zero-days but is too dangerous to release publicly. Access restricted to 50 orgs—a glimpse at how AI will reshape vulnerability…
www.schneier.com/blog/archives/2026/04/my...
#cybersecurity #infosec
Payouts King ransomware is getting clever: hiding inside QEMU VMs to slip past endpoint security. A fresh evasion tactic security teams…
www.bleepingcomputer.com/news/security/payouts-ki...
#cybersecurity #infosec
Event-driven on Azure: Learn to provision a production-grade pub-sub architecture with Terraform and Python—decoupling services,…
dev.to/sertaoseracloud/practica...
#cloud #AWS
Active Windows 0-day in the wild, Lumma Stealer chains with Sectop RAT, and NIST scrambles to keep up with CVE explosion. Your SOC needs to be watching this.
https://isc.sans.edu/podcastdetail/9898
#cybersecurity #infosec
Critical RCE in elFinder (CVSS 9.8): unauthenticated attackers can execute arbitrary commands via ImageMagick CLI command injection.…
dev.to/cverports/ghsa-8q4h-8crm...
#cybersecurity #infosec
A 13-year-old Apache ActiveMQ bug hiding in plain sight is now under active attack. CISA just ordered federal agencies to patch within 2 weeks—a sobering reminder…
go.theregister.com/feed/www.theregister.com...
#cybersecurity #infosec
New inference technique trades a bit of accuracy for massive speed: SMC-SD hits 5.2x faster LLM decoding by reweighting draft tokens instead of rejecting them outright.
https://arxiv.org/abs/2604.15672
#AI #MachineLearning
Your AWS bill has a hidden tax: cross-region egress. One Glue job reading US data from India costs ₹4L/mo. Here's how to fix it in 6 weeks.
dev.to/aicloudstrategist/cross-...
#cloud #AWS
Indian mid-market CTOs are rejecting pricey CNAPPs. New pricing teardown reveals what actually gets bought—and it's not Wiz or Prisma…
dev.to/aicloudstrategist/cnapp-...
#cloud #AWS
New pruning technique removes unsafe behaviors from LLMs with minimal compute overhead—revealing how safety and capability can be decoupled at the parameter level.
https://arxiv.org/abs/2604.15780
#AI #MachineLearning