Author: Ricardo

Agentic AI AI Infrastructure

A End-to-End Coding Guide to Running OpenAI GPT-OSS Open-Weight Models with Advanced Inference Workflows
ByRicardo April 18, 2026April 18, 2026

In this tutorial, we discover how to run OpenAI’s open-weight GPT-OSS fashions in Google Colab with a powerful deal with their technical habits, deployment necessities, and sensible inference workflows. We start by establishing the precise dependencies wanted for Transformers-based execution, verifying GPU availability, and loading openai/gpt-oss-20b with the proper configuration utilizing native MXFP4 quantization, torch.bfloat16…

Read More A End-to-End Coding Guide to Running OpenAI GPT-OSS Open-Weight Models with Advanced Inference Workflows
Agentic AI AI governance

Top 19 AI Red Teaming Tools (2026): Secure Your ML Models
ByRicardo April 18, 2026

Table of contents What Is AI Red Teaming? Top 19 AI Red Teaming Tools (2026) Conclusion What Is AI Red Teaming? AI Red Teaming is the method of systematically testing synthetic intelligence programs—particularly generative AI and machine studying fashions—towards adversarial assaults and safety stress eventualities. Red teaming goes past basic penetration testing; whereas penetration testing…

Read More Top 19 AI Red Teaming Tools (2026): Secure Your ML Models
AI Infrastructure AI Shorts

A Coding Guide to Build a Production-Grade Background Task Processing System Using Huey with SQLite, Scheduling, Retries, Pipelines, and Concurrency Control
ByRicardo April 18, 2026

In this tutorial, we discover how to construct a absolutely useful background job processing system utilizing Huey immediately, with out counting on Redis. We configure a SQLite-backed Huey occasion, begin a actual client within the pocket book, and implement superior job patterns, together with retries, priorities, scheduling, pipelines, locking, and monitoring by way of indicators….

Read More A Coding Guide to Build a Production-Grade Background Task Processing System Using Huey with SQLite, Scheduling, Retries, Pipelines, and Concurrency Control
AI Infrastructure Cybersecurity

How access models are shaping AI cybersecurity deployment
ByRicardo April 17, 2026

What occurs when superior AI capabilities enter the cybersecurity stack at scale? 💡 Recent developments from Two rising approaches to access As these capabilities mature, completely different deployment methods are taking form. The distinction displays a broader design resolution inside AI cybersecurity. Some platforms emphasize managed distribution, the place access is restricted to a small…

Read More How access models are shaping AI cybersecurity deployment
AI context infrastructure Uncategorized

Building the Context Layer Enterprise AI Needs to Scale
ByRicardo April 17, 2026

This article is sponsored by Tabnine and was written, edited, and revealed in alignment with our Emerj sponsored content guidelines. Learn extra about our thought management and content material creation providers on our Emerj Media Services page. Complex work is dependent upon context, and AI doesn’t have it by default. To leverage AI at scale…

Read More Building the Context Layer Enterprise AI Needs to Scale
Agentic AI AI Shorts

Qwen Team Open-Sources Qwen3.6-35B-A3B: A Sparse MoE Vision-Language Model with 3B Active Parameters and Agentic Coding Capabilities
ByRicardo April 17, 2026

The open-source AI panorama has a brand new entry price listening to. The Qwen crew at Alibaba has launched Qwen3.6-35B-A3B, the primary open-weight mannequin from the Qwen3.6 era, and it’s making a compelling argument that parameter effectivity issues way over uncooked mannequin dimension. With 35 billion complete parameters however solely 3 billion activated throughout inference,…

Read More Qwen Team Open-Sources Qwen3.6-35B-A3B: A Sparse MoE Vision-Language Model with 3B Active Parameters and Agentic Coding Capabilities
Agentic AI AI Shorts

OpenAI Launches GPT-Rosalind: Its First Life Sciences AI Model Built to Accelerate Drug Discovery and Genomics Research
ByRicardo April 17, 2026

Drug discovery is likely one of the most costly and time-consuming endeavors in human historical past. It takes roughly 10 to 15 years to go from goal discovery to regulatory approval for a brand new drug within the United States. Most of that point is spent not in breakthrough moments, however in painstaking analytical work…

Read More OpenAI Launches GPT-Rosalind: Its First Life Sciences AI Model Built to Accelerate Drug Discovery and Genomics Research
AI Infrastructure AI Shorts

Building Transformer-Based NQS for Frustrated Spin Systems with NetKet
ByRicardo April 17, 2026

The intersection of many-body physics and deep studying has opened a brand new frontier: Neural Quantum States (NQS). While conventional strategies wrestle with high-dimensional annoyed techniques, the worldwide consideration mechanism of Transformers offers a robust instrument for capturing advanced quantum correlations. In this tutorial, we implement a research-grade Variational Monte Carlo (VMC) pipeline utilizing NetKet…

Read More Building Transformer-Based NQS for Frustrated Spin Systems with NetKet
Generative AI Machine Intelligence

Designing synthetic datasets for the real world: Mechanism design and reasoning from first principles
ByRicardo April 16, 2026April 16, 2026

Generative AI

Read More Designing synthetic datasets for the real world: Mechanism design and reasoning from first principles
General Science Health & Bioscience

AI-generated synthetic neurons speed up brain mapping
ByRicardo April 16, 2026

General Science

Read More AI-generated synthetic neurons speed up brain mapping

Author: Ricardo

A End-to-End Coding Guide to Running OpenAI GPT-OSS Open-Weight Models with Advanced Inference Workflows

Top 19 AI Red Teaming Tools (2026): Secure Your ML Models

A Coding Guide to Build a Production-Grade Background Task Processing System Using Huey with SQLite, Scheduling, Retries, Pipelines, and Concurrency Control

How access models are shaping AI cybersecurity deployment

Building the Context Layer Enterprise AI Needs to Scale

Qwen Team Open-Sources Qwen3.6-35B-A3B: A Sparse MoE Vision-Language Model with 3B Active Parameters and Agentic Coding Capabilities

OpenAI Launches GPT-Rosalind: Its First Life Sciences AI Model Built to Accelerate Drug Discovery and Genomics Research

Building Transformer-Based NQS for Frustrated Spin Systems with NetKet

Designing synthetic datasets for the real world: Mechanism design and reasoning from first principles

AI-generated synthetic neurons speed up brain mapping

Curated by experts. Filtered for relevance.

Resources

About

Subscribe & learn more every day!