53 stories
Un agente LLM puede parecer muy capaz durante una demostración y volverse dificil de operar cuando empieza a llamar APIs, crear tickets o consultar datos reales. El problema no suele ser que el modelo “no sepa” la respuesta.
Amazon Web Services has introduced cross-region inference for OpenAI's GPT-5.6 models on Amazon Bedrock, its managed model-hosting service. The feature automatically routes inference requests to whichever supported AWS region has available capacity, rather than forcing a customer's application to…
AI Automation Isnt Automation If You Still Babysit It AI automation didn't become interesting because AI learned to automate tasks. It became interesting when we started trusting it with actual work. There’s a big difference between Here’s what you should do next and I already did it for you.
Cloudflare has published details of new capabilities that let its network detect and help secure traffic using the Model Context Protocol (MCP), according to the Cloudflare Blog.
Salesforce has reported that its "agentic AI workforce" — autonomous AI agents deployed by its customers to handle business tasks — is more than doubling year on year, according to Salesforce News.
OpenAI has released GPT-5.6, describing it as a model that combines "frontier intelligence" with "frontier efficiency" — the company's framing for a model that matches or exceeds prior top-tier reasoning benchmarks while costing less to run per query.
OpenAI has introduced new features aimed at helping people learn and teach with ChatGPT Work and Codex, according to a company announcement. The update is positioned as making it easier for organizations to build internal fluency with AI tools directly inside the products, rather than relying…
People ask it as a yes or no. It isn't one. Not because nobody knows the answer, but because "job" is the wrong unit to ask about. Almost nobody does one thing at work. You do a bundle of tasks, and AI hits each one differently. Some are already mostly automatable. Some are decades out.
You asked something. The answer came back polished. Later you found out it was wrong. A statistic that doesn't exist. A citation to a paper nobody wrote. A confident summary of a document that says the opposite. The frustrating part isn't the mistake.
Privacy-Preserving Active Learning for heritage language revitalization programs across multilingual stakeholder groups Introduction: When a Dying Language Met Differential Privacy Last spring, I found myself hunched over a laptop at 2 AM, staring at a dataset of 4,200 annotated sentences in…
AI has come a long way. What started with simple rule-based systems has evolved into machine learning, deep learning, transformers, and now generative AI. But the next big shift isn't just about AI generating better answers. It's about AI taking action. That is where AI agents come in.
Open your shell history before you open a course catalog. The jq filters, the grep -v chains against Zeek logs, the PowerShell one-liners you paste into a ticket every week: that is your toolkit.
How the saga pattern helps AI agent recovery in multi-step workflows Your AI agent got three steps right, then failed on the fourth. The order exists, the card may be charged, the customer might already have an email, and the CRM is now out of sync.
A Gold Trading Bot is more than an automated buy-and-sell tool. This article explores how price data moves through signals, decision logic, risk management, execution, and position monitoring to become an automated trade.
The Ghost in the Machine: My Robot Vacuum's Existential Crisis (and Ours) My robot vacuum, Bartholomew, has started avoiding the rug in the living room. Not all the time, just on Tuesdays.
Anthropic has launched the Anthropic Economic Index Survey, an ongoing monthly research program intended to capture how AI is changing work, productivity, hiring and economic expectations from the perspective of people using AI.
The useful part of a deployment agent isn't telling me what a PostgreSQL upgrade is. It's remembering what happened the last time I tried one. That became the central idea behind DeployMind, a DevOps pipeline agent I built around Hindsight.
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