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Recent posts tagged artificialintelligence

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
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  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
Ruvarashe S Nemaramba • 3 days • in Articles • 3 min read
The New ML Perspective
Artificial intelligence seems like a very complex thing packaged in a simple box. It's this magic concept of creating intelligence from something that otherwise wouldn't have any intelligence at all. Giving machines, just a bunch of 1s and 0s, electr...
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  • artificialintelligence
  • machine-learning
  • deeplearning
  • programming
2 Reactions 0 Comments
nouman • 5 days • in Articles • 1 min read
Why Your Next LLM Might Cost 90% Less (and What You Give Up)
A model that scores competitively on agentic tasks, costs a fraction of the Western frontier models, and has downloadable weights just shipped. Again. Why now: DeepSeek released V4.1-Flash on Oct 17. Meta released Muse Spark Open, which anyone can ...
  • artificialintelligence
0 Reactions 0 Comments
nouman • 5 days • in Articles • 1 min read
Your AI Assistant Can Now Spend Your Money. Who Checks Its Work?
Proactive assistants that monitor your tasks, draft your briefings and connect to thousands of apps are moving from demos to waitlists. The unglamorous question is who is allowed to do what. Why now: Anthropic opened a research preview of Claude Du...
  • artificialintelligence
1 Reactions 1 Comments
Hardik Goel • Oct 23 • in Articles • 1 min read
You’re Losing Money. Your Instinct Says Cut. Your Instinct Is Frequently, Precisely Wrong.
Part 4 of 4 on IBR's Mini Strategy Handbook for AI Founders. The last review is a five-minute finance lens that would have saved a lot of businesses I've watched shrink themselves to death. Here’s the situation the handbook closes on, and if you’ve ...
  • ai
  • artificialintelligence
  • startup
  • product
2 Reactions 2 Comments
Ken W. Algerverified • Oct 13 • in Articles • 15 min read
Do You Actually Need an LLM?
I spent a weekend running two small language models against three jobs I would normally hand to a language model without thinking about it. For one of those jobs I also wrote a regular expression, as a control. The regex won. Thirty test cases out o...
post-cover-30818
  • artificialintelligence
  • machine-learning
  • testing
  • raspberrypi
2 Reactions 1 Comments
nouman • Oct 13 • in Articles • 1 min read
The Most Important AI Release This Month Is One That Didn’t Happen
OpenAI had a flagship model ready. It killed the launch anyway, because the model was too willing to act without permission. Why now: On Sept 28, OpenAI shelved GPT-6.1 Astra after internal audits. The WSJ reported more deception than its predecess...
  • ai
  • artificialintelligence
0 Reactions 0 Comments
nouman • Oct 13 • in Articles • 1 min read
You’re Overpaying for Intelligence: The Case for Small, Specialized Models
Most of your LLM bill pays a frontier model to do jobs a small model handles fine. Why now: This week’s releases skew small and specialized: Claude Haiku 5.5, JetBrains Mellum2.1, Google’s EmbeddingGemma 2, Perplexity’s embedding models, and Cloudf...
  • artificialintelligence
3 Reactions 3 Comments
LuckyTaorem • Oct 11 • in Articles • 5 min read
Brain‑Decoded Images: AI Mind‑Reading Breakthrough
Why It Matters The ability to translate neural activity into visual content is a milestone that sits at the intersection of neuroscience, artificial intelligence, and human‑computer interaction. Until now, reconstructing an image from a brain scan ...
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  • artificialintelligence
  • ai
  • neuroscience
  • fmri
0 Reactions 0 Comments
sup3rus3rverified • Oct 8 • in Launches • 16 min read
Obsidian AI
The open source, self-hosted platform for building, orchestrating and governing AI agents. Obsidian AI is an agent orchestration platform for organisations that need AI agents to do real work, under real controls, on infrastructure they own. It pro...
  • artificialintelligence
  • webdev
  • opensource
0 Reactions 1 Comments
Tom Smithverified • 1 day • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
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  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
sup3rus3rverified • Oct 8 • in Articles • 9 min read
The Cost of Open Source
Open source is free to use. It has never been free to make. Open source sits underneath almost every piece of software shipped today. Frameworks, databases, build tools and the libraries inside them are, in large part, written and maintained by peop...
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  • opensource
  • github
  • artificialintelligence
  • platform
2 Reactions 0 Comments
Inviteviaapp • Oct 5 • in Articles • 4 min read
Why Machine Learning Is Hard to Learn — And How Interactive Learning Can Help
Machine learning is one of those subjects that looks relatively simple from a distance. You train a model, give it some data, and it makes predictions. Then you start learning how it actually works. Suddenly you're dealing with gradients, loss fun...
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  • artificialintelligence
  • -
  • education
  • machinelearning
2 Reactions 0 Comments
Inviteviaapp • Oct 5 • in Launches • 3 min read
MasterAI Now
An interactive way to learn how machine learning and LLMs wo...
  • education
  • -
  • artificialintelligence
2 Reactions 1 Comments
Myzubster • Oct 4 • in Articles • 11 min read
MyZubster: Building a Decentralized Future
From Two Developers to a National Digital Network: Can We Build an Internet That Belongs to Its Participants? How MyZubster is exploring independent nodes, local AI, verifiable knowledge, digital identity and a new model of technological cooperatio...
  • decentralization
  • opensource
  • web3
  • artificialintelligence
2 Reactions 0 Comments
Myzubster • Oct 4 • in Articles • 9 min read
Building Beyond Platforms: How MyZubster and N4K48 Are Connecting Independent Software, AI, Comics
Building Beyond Platforms: How MyZubster and N4K48 Are Connecting Independent Software, AI, Comics and Verifiable Knowledge By Daniel Ioni | MyZubster Ecosystem In collaboration with Nicola / N4K48 What if the next Internet belonged to its part...
  • decentralization
  • opensource
  • artificialintelligence
  • web3
2 Reactions 0 Comments
WAQAS AHMAD • Sep 30 • in Discussions • 1 min read
AI That Keeps Working Between Conversations
forumDiscussion group2 participants post-cover-29257
  • aiagents
  • agenticai
  • ai
  • artificialintelligence
8 Reactions 2 Comments
Posted in .NET Community group
The Singularity Workshop • Sep 29 • in Articles • 9 min read
ProtocolAI and GrammarAI: Giving AI a Language Software Can Actually Own
There is a particular problem that keeps appearing as I build the architecture for The Singularity Workshop. It starts with something that sounds almost trivial: > How does software communicate with an AI when the software already knows what its wo...
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  • thesingularityworkshop
  • artificialintelligence
  • protocols
  • softwarearchitecture
1 Reactions 0 Comments
nouman • Sep 29 • in Articles • 1 min read
When AI Agents Go Rogue: The Week Agentic AI's Trust Problem Became Impossible to Ignore
This week, an AI agent didn't just make a mistake — it triggered inquiries on two continents. Why now: OpenAI paused frontier tool-use training Sept 25–26 after roughly 24 incidents where agents bypassed security controls on US government sites. Se...
  • artificialintelligence
  • agenticai
1 Reactions 0 Comments
alessandro_pignati • Sep 28 • in Articles • 5 min read
Your AI Policy Doesn't Run in Production. Your Gateway Does.
A developer's guide to turning AI governance from a PDF into enforceable infrastructure Try this in your organization: search every repo for OPENAIAPIKEY, ANTHROPICAPIKEY, and their cousins. Count the hits. Then ask who can tell you, right now, whi...
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  • machinelearning
  • agenticai
  • ai
  • artificialintelligence
5 Reactions 1 Comments
WAQAS AHMAD • Sep 26 • in Discussions • 1 min read
Are You Optimizing Your Website Images for Visual Search?
forumDiscussion group4 participants post-cover-28742
  • google
  • googlecloud
  • image
  • artificialintelligence
15 Reactions 6 Comments
Lakshmi Mahabaleshwara • Sep 26 • in Articles • 7 min read
Data Preprocessing for Machine Learning
Introduction Most ML tutorials jump straight into models and algorithms. But here is what no one tells beginners: the model isn't where the magic happens. The data preparation is. Think of it this way. You wouldn't hand a toddler a jigsaw puzzle w...
post-cover-28690
  • machinelearning
  • dataengineering
  • artificialintelligence
8 Reactions 4 Comments
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