RAG Is Not an Agent — I Created the Bridge from Retrieval to Action
RAG retrieves evidence; agents act. This post tests a bridge layer between separate RAG and agent systems across nine tasks.
Workflows & Automation
Multi-tool automations: agents, no-code pipelines, spreadsheets plus AI, email and document workflows.
Accelerating AI and Quantum Deployment from MIT to IBM
MIT-IBM Computing Research Lab helps former MIT researchers bring AI, RL, quantum ML, and trustworthy AI ideas from academia into IBM products.
Slash research time and costs by 50% using GPT‑6 Astra
Parallel's agents leveraged GPT-6 Astra to gather and synthesize labor-market data, cutting research time and costs by 50% compared with earlier AI models. This demonstrates how advanced AI can signif…
Collecting feedback from humans
RL-Teacher is an open-source tool that trains AI agents through occasional human feedback instead of hand-crafted reward functions. It addresses the difficulty of specifying rewards for complex real-w…
ChatGPT extensions
OpenAI has launched early plugin support for ChatGPT, extending the AI chatbot's capabilities beyond its training data. Built with safety as a foundational principle, these plugins are designed specif…
Fresh options for handling your ChatGPT data
OpenAI introduced a new ChatGPT setting that lets users turn off chat history entirely. When disabled, conversations won't appear in the sidebar, won't be saved, and won't be used to train models. Thi…
Analyzing large-scale qualitative data with precision
Viable is an AI-driven analytics platform that uses GPT-4 to analyze unstructured qualitative data such as reviews, support tickets, and survey responses. By understanding meaning, tone, and context, …
Transforming online forms into dynamic data
Typeform integrates OpenAI's GPT-3.5 and GPT-4 to transform static online forms into dynamic, conversational experiences. The AI drafts complete forms, generates adaptive follow-up questions, and impr…
Fostering an AI-powered culture of efficiency driven by data
Travel company Holiday Extras rolled out ChatGPT Enterprise across all departments, saving an estimated 500 hours of work weekly. The company credits broad adoption—not limited pilots—for the gains, u…
Building a Magic Studio Driven by Artificial Intelligence
Canva is a visual communication platform used by over 175 million people monthly to create presentations, videos, websites, and social media graphics. By combining an intuitive interface with extensiv…
Enhanced data analysis capabilities in ChatGPT
OpenAI has upgraded ChatGPT's data analysis capabilities. Tables and charts are now interactive elements you can click, expand, and explore directly in the conversation, making it easier to verify res…
Building automated customer service agents
MavenAGI has launched an AI customer service agent powered by OpenAI's GPT-4, designed to handle frontline support inquiries using a company's own documentation and knowledge base. Early adopters incl…
Steady-State Frameworks
Diffusion models power today's best generative AI tools by learning to reverse gradual noise corruption. Their iterative, step-by-step sampling delivers high-quality, coherent images, audio, and video…
Scaling contextual job matching to millions using OpenAI
This article explains how Indeed, the world's most visited job site, uses AI-powered contextual job matching to connect over 350 million monthly visitors with 32 million jobs from 3.5 million employer…
Unlocking genetic insights through OpenAI o1
Geneticist Catherine Brownstein demonstrated how OpenAI's o1 reasoning model can support diagnosing rare genetic conditions. Unlike standard chatbots, o1 performs step-by-step reasoning, making it sui…
Model Compression via API-Based Distillation
This guide explains model distillation: using a large teacher model's outputs (e.g., GPT-4o) to train a smaller, cheaper student model via OpenAI's built-in workflow. It covers when distillation makes…
The network of Iranian influence: Activity spanning multiple platforms
OpenAI banned multiple Iran-linked accounts that used its AI tools to mass-produce articles and social media posts tied to the IUVM media network and the STORM-2035 operation targeting US voters. Whil…
Creating an autonomous financial analyst using o1 and o3-mini
Endex is an AI-powered financial analysis platform built on OpenAI's reasoning models, including o1 and o3-mini. Designed to work directly within spreadsheets, it acts like an autonomous analyst—answe…
Automating 90% of finance and legal tasks using AI agents
Hebbia, an AI platform built for finance and legal professionals, launched a deep research feature powered by OpenAI models that reportedly automates about 90% of manual document work. Unlike generic …
Fueling scalable growth through OpenAI o3, GPT-4.1, and CUA
Unify is an AI-powered GTM platform that automates prospecting, research, and personalized outreach by combining three OpenAI models: o3 for reasoning and account qualification, GPT-4.1 for drafting n…