ether0: A 24B LLM Trained with Reinforcement Learning RL for Advanced Chemical Reasoning Tasks

ether0: A 24B LLM Trained with Reinforcement Learning RL for Advanced Chemical Reasoning Tasks

LLMs primarily enhance accuracy through scaling pre-training data and computing resources. However, the attention has shifted towards alternate scaling due to finite data availability. This includes test-time training and inference compute scaling. Reasoning models enhance performance by emitting thought processes before answers, initially through CoT prompting. Recently, reinforcement learning (RL) post-training has been used. Scientific…

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3 Questions: How to help students recognize potential bias in their AI datasets

3 Questions: How to help students recognize potential bias in their AI datasets

Every year, thousands of students take courses that teach them how to deploy artificial intelligence models that can help doctors diagnose disease and determine appropriate treatments. However, many of these courses omit a key element: training students to detect flaws in the training data used to develop the models. Leo Anthony Celi, a senior research…

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How to Build an Asynchronous AI Agent Network Using Gemini for Research, Analysis, and Validation Tasks

How to Build an Asynchronous AI Agent Network Using Gemini for Research, Analysis, and Validation Tasks

In this tutorial, we introduce the Gemini Agent Network Protocol, a powerful and flexible framework designed to enable intelligent collaboration among specialized AI agents. Leveraging Google’s Gemini models, the protocol facilitates dynamic communication between agents, each equipped with distinct roles: Analyzer, Researcher, Synthesizer, and Validator. Users will learn to set up and configure an asynchronous…

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How MCP Agents Help SaaS Security Teams Automate SOC 2 & HIPAA

How MCP Agents Help SaaS Security Teams Automate SOC 2 & HIPAA

Introduction Security and compliance teams at fast-growing SaaS companies are under constant pressure. Whether it’s a SOC 2 audit, HIPAA documentation, or staying updated with GDPR regulations, the compliance burden keeps growing—while the margin for error keeps shrinking. Despite having robust DevSecOps practices and cloud security tools in place, many teams still rely on spreadsheets,…

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A Step-by-Step Coding Guide to Building an Iterative AI Workflow Agent Using LangGraph and Gemini

A Step-by-Step Coding Guide to Building an Iterative AI Workflow Agent Using LangGraph and Gemini

In this tutorial, we demonstrate how to build a multi-step, intelligent query-handling agent using LangGraph and Gemini 1.5 Flash. The core idea is to structure AI reasoning as a stateful workflow, where an incoming query is passed through a series of purposeful nodes: routing, analysis, research, response generation, and validation. Each node operates as a…

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