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Now is the time for nonprofits to embrace artificial intelligence (AI). There is a distinct opportunity to significantly improve their operations using the latest developments in AI and automation. We are seeing confidence grow in the third sector as organizations come to understand the potential of AI, but now we
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Coding with agents really has surfaced a bunch of problems and challenges we never ran into when writing code by hand. Agents work even faster than you'd expect. That's an advantage — and also a liability. The Problem We're used to discussing the plan with
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Problem-solving by combining frontier models from different providers. Modern agent workflows increasingly move work between models and providers - a session may begin with one model, hand a task to another and fan out across several agents. Graph engineering rocks by cleverly applying divide anq conquer tactics and for most
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A marketing coordinator finds an AI writing tool on a Tuesday. By the end of the week, she'd pasted member survey data into it to draft a newsletter. Names, email addresses, a few open-ended comments about member complaints. Asking first never occurred to her. There was no policy
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Overview Audio8-TTS-Preview-0.1b is a compact zero-shot text-to-speech model with voice cloning capabilities, built by Audio8. The model uses an Audio8 Falcon H1 architecture with dual autoregressive branches: a slow branch (24 layers, 512 width, 8 attention heads, 2 KV heads) that predicts semantic tokens and a fast branch (4
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AI security tools have a credibility problem: finding something that looks vulnerable is not the same as proving that it is exploitable. Traditional scanners are good at matching signatures, crawling endpoints, and flagging suspicious behavior. Large language models add useful reasoning around authentication flows, business logic, and chained attacks. But
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A new kind of document has shown up on the internet this year, and while it looks like a README, it’s not written for you. This is a document written for your AI agent, with a full set of instructions for execution. Command runs. Service configs. I received one
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A look at what Article 50 entails to examining how AI providers are responding and what this could mean for users. Following Article 50 of the EU AI Act becoming legally binding as of August 2, 2026, which has demanded transparency from AI companies, AI providers and deployers have begun
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Overview SenseNova-U1-8B-MoT-Merger-gguf is a quantized GGUF format version of the SenseNova-U1 multimodal model maintained by smthem. This model operates as an 8-billion parameter multimodal transformer capable of both understanding and generating content across text and image modalities using the NEO-unify architecture. The critical detail before using this model is that
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Hi, I'm Oleg. In the previous article I covered how we generate autotests from Swagger and test cases using OpenAPI Generator plus Cursor AI / Claude Code, and how we measure coverage automatically with Swagger Coverage. This one is about the other end of the pipeline: how we triage
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On August 6, 2026, six companies that compete on models, on platforms, and on talent released a shared specification. OpenAI, AWS, Microsoft, GitHub, Anysphere (Cursor), and Vercel jointly published Agent Plugins 1.0.0. It is an open, vendor neutral standard that lets developers package AI agent skills and tool
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If you have ever written Dockerfiles to containerize your applications, which include steps like FROM COPY and a few other commands. After saving the file, you run docker build . and you may get an error. It will take a few minutes to pull base image and you may get an
