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Curated links from external sources — not 360Softy original articles.

ExternalSoftware Engineering
DEV Community

AI Hallucinations Are Not a Bug. They Are the Architecture. Here Is How I Deal With Them Now.

I do a lot of research. Legal documents, technical specs, academic papers, regulatory filings. For a while I thought using an LLM would cut my fact-checking time in half. It made it three times worse. Not because the models were obviously wrong. The dangerous part is how convincingly right they sound. After months of getting burned I eventually found a workflow that actually holds up, but before I get to that it is worth understanding why the problem exists at the architecture level, because tha

aillmproductivity
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

How My Team from Risevest Academy and I Built an End-to-End Encrypted Messaging App in 3 Weeks

We were each asked to come up with an Idea of a project we would like to build. I have always wondered what the tech behind messaging platforms is like, so for me it was easy. Build a secure messaging platform. After a bit of research, I thought I understood what that meant. After the past three weeks, having built something I'm really proud of, I can tell you that I had no idea what I was getting into. Not in a bad way, but in a way that meant I was bound to learn. This is the story of how a te

javascriptnodebackend
DEV CommunityRead original
ExternalCybersecurity
AWS Security Blog

Why and how to migrate to a Transit Gateway-attached AWS Network Firewall

AWS Network Firewall now supports native attachment to AWS Transit Gateway. Customers commonly use Transit Gateway to route traffic from Amazon Virtual Private Cloud (Amazon VPC) networks to a centralized inspection VPC (a VPC dedicated to hosting firewall endpoints for traffic inspection) where their network firewall endpoints are deployed. This centralized deployment model reduces the […]

Amazon VPCAWS Network FirewallAWS Transit Gateway
AWS Security BlogRead original
ExternalSoftware Engineering
GitHub Changelog

Hard budget limits now available for GitHub Advanced Security

Enterprise administrators and billing managers can now set hard budget limits for GitHub Advanced Security (GHAS) SKUs, preventing teams from exceeding their allocated license budgets. Previously, license-based products like GHAS… The post Hard budget limits now available for GitHub Advanced Security appeared first on The GitHub Blog.

GitHub ChangelogRead original
ExternalAI
AWS Machine Learning Blog

Training Azerbaijani language models on Amazon SageMaker AI

Azercell Telecom LLC, Azerbaijan's leading telecommunications provider, wanted to build an Azerbaijani large language model (LLM) on Amazon SageMaker AI for telecom use cases and a customer-facing chatbot. The challenge: adapting foundation models (FMs) to a morphologically rich language with limited training data and no existing blueprint for efficient LLM training in Azerbaijani. In a six-week collaboration, Azercell worked with the AWS Generative AI Innovation Center to establish a production

Amazon SageMakerAmazon SageMaker AIArtificial Intelligence
AWS Machine Learning BlogRead original

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