TECH NEWS
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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Building a modern mobile application usually means relying on the cloud. You hook up a BaaS, send user data to an API, process it through an LLM or a Python backend, and send the results back. But what happens when you build a personal finance app and absolutely refuse to
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Most password managers today are cloud-first products wearing a privacy costume. You create an account. You sync. You trust a company, their servers, their employees, their breach history, and their incentive to keep you inside their ecosystem forever. Even the “zero-knowledge” ones still require you to believe a lot of
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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 report on a tool still in development - the architecture we chose, the trade-offs we made, and why we believe this direction has a future. This article is not a product announcement. It is a report on how we are building a tool still in progress. The architecture is
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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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The database literature has long centered on a small set of storage architectures: B-trees, LSM trees, and their many variants. This article examines a different approach: a persistent trie design for embedded key-value storage. To make the comparison concrete, the evaluation includes LMDB as a widely used high-performance baseline. Most
