Aug 13, 2026

Team Takeoff in Electrical Estimating: Splitting the Work Without Splitting the Accuracy

Aug 6, 2026

The Hidden Compliance Risk in Manual Accounts Payable Workflows

Aug 6, 2026

Top 10 AI Video Generator Tools in 2026

AI video generation has evolved from a niche technology into an essential part of modern content creation. Whether you're producing social media videos, marketing campaigns, product demos, training materials, or cinematic storytelling, today's AI video tools can dramatically reduce production time while improving creative flexibility. To help you choose the right platform, we've compiled a list of the best AI video generator tools in 2026 based on video quality, ease of use, editing features, model availability, and overall value.

Oct 21, 2026

LiteLLM 1.107.0 compromise puts AI gateway credentials at risk

Security researchers found credential-stealing startup files in LiteLLM 1.107.0 wheels and affected container images. Teams need to inspect the exact deployed artifact, isolate exposed environments and rebuild from trusted material rather than assuming a clean source tag or package removal has repaired a running system.

Oct 21, 2026

PHP2Shell patches arrive as AI-assisted discoveries trigger a web security response

PHP has released fixes for two critical flaws that can let attackers take over vulnerable web servers. Researchers at Calif, OpenAI and Wiz helped establish the danger using AI-assisted work, while website owners now need to verify their hosting runtime and distinguish attempted attacks from confirmed breaches.

Oct 18, 2026

Meta’s 816B Muse model reaches desktops — with a hundreds-of-gigabytes catch

Meta released the weights for Muse Spark Open, an 816-billion-parameter multimodal model. Quantization brings it to desktop-class systems, but the smallest local setups still need roughly 256–300GB of memory.