May 2026

Free AI development help for anyone building something cool — just want real experience

⋅

Hey everyone, I’m an undergrad CSE student in India specializing in AI and looking to gain real experience by working on actual products. I’ll work completely for free — no catch. I just want to build things that matter and grow my skills outside of tutorials and personal projects. What I can help with: AI agents & automation Chatbots / LLM integrations Reinforcement Learning RAG pipelines Basically anything AI-related you need built Ideal for: Solo founders or small […]

Ver mais

Liked Liked
Q&A: Expanding MIT’s global reach through Universal Learning

Q&A: Expanding MIT’s global reach through Universal Learning

⋅

MIT’s Universal Learning is a new initiative from MIT Open Learning designed to prepare learners everywhere to tackle complex global challenges through boundary-crossing thinking.  Universal Learning offerings combine subject matter expertise from MIT faculty and experts and Open Learning’s more than 25 years of innovation in online education to deliver a learning experience centered on real-world stories, practical exercises, and the needs of global learners. It is delivered on the MIT Learn platform, leveraging the capabilities of the AskTIM […]

Ver mais

Liked Liked
The Transparency Rule — Make Clarity the Default (AISAFE 3)

The Transparency Rule — Make Clarity the Default (AISAFE 3)

⋅

“If you can’t explain it to a child, it shouldn’t run a nuclear plant or an economy” By Michal Florek, October 2025 Executive Summary Artificial intelligence now makes decisions that shape economies, influence healthcare, and guide governance. Yet, too often, these systems operate as black boxes — their reasoning hidden even from their creators. The Transparency Rule — Framework 3 of the AI SAFE© Standards — establishes that every AI system must be explainable by design. If a system cannot articulate its logic in human terms, […]

Ver mais

Liked Liked

Building Type-Safe LLM Agents With Pydantic AI

⋅

Pydantic AI is a Python framework for building LLM agents that return validated, structured outputs using Pydantic models. Instead of parsing raw strings from LLMs, you get type-safe objects with automatic validation. If you’ve used FastAPI or Pydantic before, then you’ll recognize the familiar pattern of defining schemas with type hints and letting the framework handle the type validation for you. By the end of this video course, you’ll understand that: Pydantic AI uses BaseModel classes to define […]

Ver mais

Liked Liked
Hugging Face hosted malicious software masquerading as OpenAI release

Hugging Face hosted malicious software masquerading as OpenAI release

⋅

A malicious Hugging Face repository that posed as an OpenAI release delivered infostealer malware to Windows machines and recorded about 244,000 downloads before removal, according to research from AI security firm HiddenLayer. The number of downloads may have been artificially inflated by the attackers to make the model seem more popular, so the extent of the effects of the attack is unknown. ‘Open-OSS/privacy-filter’ imitated OpenAI’s Privacy Filter release. HiddenLayer said the original model card had been copied nearly […]

Ver mais

Liked Liked
Claude in Chrome: How to Use AI for Live Web Research

Claude in Chrome: How to Use AI for Live Web Research

⋅

Claude’s knowledge has a cutoff date. The web doesn’t. Here’s how to connect them — and turn any live webpage, competitor site, or search result into structured, actionable intelligence in seconds. Claude is extraordinarily good at reasoning, writing, and synthesizing. But it knows nothing about what happened after August 2025. It cannot tell you a competitor’s current pricing. It cannot read the article published yesterday. It cannot navigate a live website, fill in a form, or pull data from a page […]

Ver mais

Liked Liked
Understanding Agentic AI : A Complete Guide

Understanding Agentic AI : A Complete Guide

⋅

You may have heard about “Agentic AI Services from SoftProdigy company” and wondered what they’re all about. Well, in basic terms, the idea behind Agentic AI is that it can see its surroundings, set and pursue goals, plan and reason through many processes, and learn from experience. Unlike chatbots or rule-based software, agentic AI solutions actively responds to user requests. It may break activities into smaller tasks, make decisions based on a high-level goal, and change its behavior […]

Ver mais

Liked Liked

Initialize and print 128-bit integers in C

⋅

If you look very closely at my previous post, you’ll notice that I initialize a 128-bit integer with a 64-bit value. The 128-bit unsigned integer represents the internal state of a random number generator. Why not initialize it to a 128-bit value? I was trying to keep the code simple. A surprising feature of C compilers, at least of GCC and Clang, is that you cannot initialize a 128-bit integer to a 128-bit integer literal. You can’t directly […]

Ver mais

Liked Liked
Deep Learning Made Simple: What Neural Networks Actually Learn (Layer by Layer)

Deep Learning Made Simple: What Neural Networks Actually Learn (Layer by Layer)

⋅

Image created by author using Figma A visual, step-by-step guide using a cat vs dog classifier — with intuition, images, and Python code Deep learning often feels like magic. You feed an image of a cat into a model… and somehow it confidently says “cat”. But what actually happens inside the neural network? What do layers really learn? In this article, we’ll break it down in the simplest possible way — using a cat vs dog classification problem. You’ll see: What each layer in a neural network detects How […]

Ver mais

Liked Liked

Quiz: The LEGB Rule & Understanding Python Scope

⋅

In this quiz, you’ll test your understanding of The LEGB Rule & Understanding Python Scope. By working through this quiz, you’ll revisit how Python resolves names using the LEGB rule, what the local, enclosing, global, and built-in scopes look like in practice, and how the global and nonlocal statements let you reach across scope boundaries. [ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every couple […]

Ver mais

Liked Liked

Load More

↑

Digitado © 2026