Posts

Agentic AI AI Shorts

Anthropic AI Releases Bloom: An Open-Source Agentic Framework for Automated Behavioral Evaluations of Frontier AI Models
ByRicardo December 22, 2025

Anthropic has released Bloom, an open source agentic framework that automates behavioral evaluations for frontier AI models. The system takes a researcher specified behavior and builds targeted evaluations that measure how often and how strongly that behavior appears in realistic scenarios. Why Bloom? Behavioral evaluations for safety and alignment are expensive to design and maintain….

Read More Anthropic AI Releases Bloom: An Open-Source Agentic Framework for Automated Behavioral Evaluations of Frontier AI Models
AI Career Editors Pick

AI Interview Series #4: Explain KV Caching
ByRicardo December 22, 2025

Question: You’re deploying an LLM in production. Generating the first few tokens is fast, but as the sequence grows, each additional token takes progressively longer to generate—even though the model architecture and hardware remain the same. If compute isn’t the primary bottleneck, what inefficiency is causing this slowdown, and how would you redesign the inference…

Read More AI Interview Series #4: Explain KV Caching
Agentic AI AI Agents

NVIDIA AI Releases Nemotron 3: A Hybrid Mamba Transformer MoE Stack for Long Context Agentic AI
ByRicardo December 22, 2025

NVIDIA has released the Nemotron 3 family of open models as part of a full stack for agentic AI, including model weights, datasets and reinforcement learning tools. The family has three sizes, Nano, Super and Ultra, and targets multi agent systems that need long context reasoning with tight control over inference cost. Nano has about…

Read More NVIDIA AI Releases Nemotron 3: A Hybrid Mamba Transformer MoE Stack for Long Context Agentic AI
Agentic AI Editors Pick

A Coding Guide to Design a Complete Agentic Workflow in Gemini for Automated Medical Evidence Gathering and Prior Authorization Submission
ByRicardo December 22, 2025

In this tutorial, we devise how to orchestrate a fully functional, tool-using medical prior-authorization agent powered by Gemini. We walk through each component step by step, from securely configuring the model to building realistic external tools and finally constructing an intelligent agent loop that reasons, acts, and responds entirely through structured JSON. As we progress,…

Read More A Coding Guide to Design a Complete Agentic Workflow in Gemini for Automated Medical Evidence Gathering and Prior Authorization Submission
Agentic AI Membership content

Beyond chatbots: How to build agentic AI systems
ByRicardo December 22, 2025

Hey, I’m Philip, senior AI relations engineer at Google DeepMind. My days revolve around making our models more accessible to developers, helping you build applications, chatbots, and agents with Gemini. But here’s what struck me during my recent talk: when I asked who had chatbots in production, hands shot up everywhere. When I asked about…

Read More Beyond chatbots: How to build agentic AI systems
Artificial Intelligence Editors Pick

Mistral AI Releases OCR 3: A Smaller Optical Character Recognition (OCR) Model for Structured Document AI at Scale
ByRicardo December 22, 2025

Mistral AI has released Mistral OCR 3, its latest optical character recognition service that powers the company’s Document AI stack. The model, named as mistral-ocr-2512, is built to extract interleaved text and images from PDFs and other documents while preserving structure, and it does this at an aggressive price of $2 per 1,000 pages with…

Read More Mistral AI Releases OCR 3: A Smaller Optical Character Recognition (OCR) Model for Structured Document AI at Scale
AI Shorts Applications

How to Build a High-Performance Distributed Task Routing System Using Kombu with Topic Exchanges and Concurrent Workers
ByRicardo December 22, 2025

In this tutorial, we build a fully functional event-driven workflow using Kombu, treating messaging as a core architectural capability. We walk through step by step the setup of exchanges, routing keys, background workers, and concurrent producers, allowing us to observe a real distributed system. As we implement each component, we see how clean message flow,…

Read More How to Build a High-Performance Distributed Task Routing System Using Kombu with Topic Exchanges and Concurrent Workers
Agentic AI Articles

Building enterprise AI agents: Frontline lessons with TrueFoundry
ByRicardo December 22, 2025

When I first started moderating panels about AI, the conversations were mostly theoretical. But sitting down with Kishore Aradhya (Head of Data Engineering & Architecture, Frontdoor), Eli Tsinovoi (Head of AI, UKG), Shafik “SQ” Quoraishee (Senior Android/ML Games Engineer, The New York Times), and Manish Nigam (Senior Director, AI, Ameriprise Financial), the discussion was refreshingly…

Read More Building enterprise AI agents: Frontline lessons with TrueFoundry
Agentic AI AIAI

AIAI London
ByRicardo December 22, 2025

Stream every session from AIAI London, with sessions from OpenAI, Synthesia, Wayve, Databricks, Financial Times, BBC and more.

Read More AIAI London
AI Market Trends Creative Industries

Marketing agencies using AI in workflows serve more clients
ByRicardo December 22, 2025

Of all the many industries, it’s marketing where AI is no longer an “innovation lab” side project but embedded in briefs, production pipelines, approvals, and media optimisation. A WPP iQ post published in December, based on a webinar with WPP and Stability AI, shows what AI deployment in daily operations looks like. Here, we’re talking…

Read More Marketing agencies using AI in workflows serve more clients