# AI Machine Learning

Published articles for AI Machine Learning.

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## Advancing AI fluency at Capital One

DevFeed: [Advancing AI fluency at Capital One](<https://devfeed.tech/articles/advancing-ai-fluency-at-capital-one-22568.md>)

Original publisher: [Read original article](<https://medium.com/capital-one-tech/advancing-ai-fluency-at-capital-one-2388f75e0139?source=rss----3db3a67cb648---4>)

Author: Capital One Tech

Published: 2026-08-11T15:12:03Z

Content type: opinion

Language: en

Sources: [Capital One Tech](<https://devfeed.tech/sources/capital-one-tech.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Development](<https://devfeed.tech/topics/development.md>), [cursor](<https://devfeed.tech/topics/cursor.md>), [Learning](<https://devfeed.tech/topics/learning.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [ai-machine-learning](<https://devfeed.tech/tags/ai-machine-learning.md>), [aifluency](<https://devfeed.tech/tags/aifluency.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [developers](<https://devfeed.tech/tags/developers.md>), [development](<https://devfeed.tech/tags/development.md>), [learning](<https://devfeed.tech/tags/learning.md>), [software-development](<https://devfeed.tech/tags/software-development.md>)

### AI overview

Capital One describes making AI fluency an enterprise-wide capability, including an AI learning hub for more than 60,000 associates and training for foundational literacy, advanced workflows, and specialized tools. The article also discusses AI coding tools and their role in helping engineers focus on architecture, complex systems thinking, and creative problem-solving.

### Source excerpt

Capital One is raising the bar on AI fluency by making it a fundamental part of how we operate. At Capital One, we sought early on to operate like a bank that a technology company would build--modernizing our data ecosystem, going all in on the cloud and building an in-house engineering workforce. That deep investment has set us up to thrive with AI at enterprise scale today. As we continue to build at the forefront of technology and AI, sustaining an edge requires more than just deploying off-the-shelf models. Because at Capital One, we don't just use AI--we build AI. Delivering proprietary AI solutions across the enterprise requires investing deeply in the people who architect, customize and build with them. That's why our enterprise-wide emphasis on AI fluency isn't an ad-hoc training program. It is a fundamental part of how we operate, innovate and push the boundaries of what's possible for our business and our more than 100 million customers. AI skill building at enterprise scale Building on nearly a decade of insights from internal learning platforms and initiatives like Tech College--which offers hundreds of courses and offerings on topics like AI, machine learning, data, cloud engineering and beyond--this year we launched a dynamic, enterprise-wide AI learning hub to over 60,000 Capital One associates. More than a static content library, the platform meets associates where they are, whether that means building foundational AI literacy, mastering advanced workflows or getting training for specialized tools purpose-fit for their domains. We believe AI fluency shouldn't be treated as a side-of-desk exercise or an isolated science project; it must be a shared capability across the entire company. This is especially true for our engineers and developers. AI coding tools have redefined what high-performance software development looks like. By leveraging advanced AI capabilities to help streamline "run-the-engine" tasks, our engineers are more free to focus on complex

## Amazon Nova Models: Now Available on Heroku

DevFeed: [Amazon Nova Models: Now Available on Heroku](<https://devfeed.tech/articles/amazon-nova-models-now-available-on-heroku-26366.md>)

Original publisher: [Read original article](<https://www.heroku.com/blog/amazon-nova-models-now-available/>)

Author: Anush DSouza

Published: 2025-08-26T15:00:16Z

Content type: release

Language: en

Sources: [Heroku](<https://devfeed.tech/sources/heroku.md>)

Topics: [Heroku](<https://devfeed.tech/topics/heroku.md>), [Nova](<https://devfeed.tech/topics/nova.md>), [AI Models](<https://devfeed.tech/topics/ai-models.md>), [model-deployment](<https://devfeed.tech/topics/model-deployment.md>)

Tags: [ai-machine-learning](<https://devfeed.tech/tags/ai-machine-learning.md>), [amazon](<https://devfeed.tech/tags/amazon.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [function-calling](<https://devfeed.tech/tags/function-calling.md>), [heroku](<https://devfeed.tech/tags/heroku.md>), [heroku-ai](<https://devfeed.tech/tags/heroku-ai.md>), [inference](<https://devfeed.tech/tags/inference.md>), [managed-inference-and-agents](<https://devfeed.tech/tags/managed-inference-and-agents.md>), [models](<https://devfeed.tech/tags/models.md>), [nova](<https://devfeed.tech/tags/nova.md>), [product-features](<https://devfeed.tech/tags/product-features.md>), [release](<https://devfeed.tech/tags/release.md>)

### AI overview

Heroku announces that Amazon Nova models, including nova-pro and nova-lite, are available through Heroku Managed Inference and Agents. The integration initially supports text-to-text use, with multimodal support planned for a future release.

### Source excerpt

Building intelligent applications requires powerful, cost-effective AI. Today, we're simplifying that process by making Amazon's cutting-edge Nova models directly available via Heroku Managed Inference and Agents. Provisioning these models is as simple as attaching the add-on to your Heroku application, providing a direct, managed path for developers and businesses to leverage a new class of [...] The post Amazon Nova Models: Now Available on Heroku appeared first on Heroku.

## Heroku AI Expands Model Offering with OpenAI's gpt-oss-120b

DevFeed: [Heroku AI Expands Model Offering with OpenAI's gpt-oss-120b](<https://devfeed.tech/articles/heroku-ai-expands-model-offering-with-openai-s-gpt-oss-120b-26415.md>)

Original publisher: [Read original article](<https://www.heroku.com/blog/heroku-ai-openai-gpt-oss-120b-model-now-available/>)

Author: Anush DSouza

Published: 2025-08-20T15:00:14Z

Content type: release

Language: en

Sources: [Heroku](<https://devfeed.tech/sources/heroku.md>)

Topics: [Heroku AI](<https://devfeed.tech/topics/heroku-ai.md>), [gpt-oss](<https://devfeed.tech/topics/gpt-oss.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>), [Heroku](<https://devfeed.tech/topics/heroku.md>), [API](<https://devfeed.tech/topics/api.md>), [Mixture of Experts (MoE)](<https://devfeed.tech/topics/mixture-of-experts-moe.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>), [Open Source Models & Datasets](<https://devfeed.tech/topics/open-source-models-datasets.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [ai-machine-learning](<https://devfeed.tech/tags/ai-machine-learning.md>), [api](<https://devfeed.tech/tags/api.md>), [deploy](<https://devfeed.tech/tags/deploy.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [function-calling](<https://devfeed.tech/tags/function-calling.md>), [gpt-oss](<https://devfeed.tech/tags/gpt-oss.md>), [heroku](<https://devfeed.tech/tags/heroku.md>), [heroku-ai](<https://devfeed.tech/tags/heroku-ai.md>), [managed-inference-and-agents](<https://devfeed.tech/tags/managed-inference-and-agents.md>), [mixture-of-experts-moe](<https://devfeed.tech/tags/mixture-of-experts-moe.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [openai](<https://devfeed.tech/tags/openai.md>), [python](<https://devfeed.tech/tags/python.md>), [sdk](<https://devfeed.tech/tags/sdk.md>)

### AI overview

Heroku announces that OpenAI's open-weight gpt-oss-120b model is available through Heroku Managed Inference and Agents. Developers can access it through an OpenAI-compatible chat completions API and use it to build and deploy AI applications and agentic workflows.

### Source excerpt

Start building with OpenAI's new open-weight model, gpt-oss-120b, now available on Heroku Managed Inference and Agents. This gives developers a powerful, transparent, and flexible way to build and deploy AI applications on the platform they already trust. Access gpt-oss-120b with our OpenAI-compatible chat completions API, which you can drop into any OpenAI-compatible SDK or framework. [...] The post Heroku AI Expands Model Offering with OpenAI's gpt-oss-120b appeared first on Heroku.

## Heroku AI: Claude 4 Sonnet is now available

DevFeed: [Heroku AI: Claude 4 Sonnet is now available](<https://devfeed.tech/articles/heroku-ai-claude-4-sonnet-is-now-available-26413.md>)

Original publisher: [Read original article](<https://www.heroku.com/blog/heroku-ai-claude-4-sonnet-now-available/>)

Author: Anush DSouza

Published: 2025-05-29T14:28:22Z

Content type: release

Language: en

Sources: [Heroku](<https://devfeed.tech/sources/heroku.md>)

Topics: [Heroku](<https://devfeed.tech/topics/heroku.md>), [Amazon Bedrock](<https://devfeed.tech/topics/amazon-bedrock.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [anthropic](<https://devfeed.tech/topics/anthropic.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [JavaScript](<https://devfeed.tech/topics/javascript.md>), [Python](<https://devfeed.tech/topics/python.md>), [Ruby](<https://devfeed.tech/topics/ruby.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-machine-learning](<https://devfeed.tech/tags/ai-machine-learning.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [api](<https://devfeed.tech/tags/api.md>), [claude](<https://devfeed.tech/tags/claude.md>), [cli](<https://devfeed.tech/tags/cli.md>), [environment-variables](<https://devfeed.tech/tags/environment-variables.md>), [heroku](<https://devfeed.tech/tags/heroku.md>), [heroku-ai](<https://devfeed.tech/tags/heroku-ai.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [llm](<https://devfeed.tech/tags/llm.md>), [managed-inference-and-agents](<https://devfeed.tech/tags/managed-inference-and-agents.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [news](<https://devfeed.tech/tags/news.md>), [pgvector](<https://devfeed.tech/tags/pgvector.md>), [python](<https://devfeed.tech/tags/python.md>), [rag](<https://devfeed.tech/tags/rag.md>), [ruby](<https://devfeed.tech/tags/ruby.md>), [services](<https://devfeed.tech/tags/services.md>)

### AI overview

Heroku announces that Anthropic's Claude 4 Sonnet is available through Heroku Managed Inference and Agents. The article describes support for coding, advanced reasoning, AI agents, MCP integrations, and API access from Heroku applications.

### Source excerpt

Anthropic's Claude 4 Sonnet, part of the next generation of Claude models, is now available on Heroku Managed Inference and Agents. This gives developers immediate access to a model designed for coding, advanced reasoning, and the support of capable AI agents. Heroku Managed Inference and Agents expands your AI choices, offering the freedom to build [...] The post Heroku AI: Claude 4 Sonnet is now available appeared first on Heroku.

## Working with ChatGPT Functions on Heroku

DevFeed: [Working with ChatGPT Functions on Heroku](<https://devfeed.tech/articles/working-with-chatgpt-functions-on-heroku-26509.md>)

Original publisher: [Read original article](<https://www.heroku.com/blog/working-with-chatgpt-functions-on-heroku/>)

Author: Julián Duque

Published: 2024-01-30T15:00:00Z

Content type: tutorial

Language: en

Sources: [Heroku](<https://devfeed.tech/sources/heroku.md>)

Topics: [Heroku](<https://devfeed.tech/topics/heroku.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>), [Node.js](<https://devfeed.tech/topics/node-js.md>), [API](<https://devfeed.tech/topics/api.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Express](<https://devfeed.tech/topics/express.md>), [React](<https://devfeed.tech/topics/react.md>), [monorepo](<https://devfeed.tech/topics/monorepo.md>), [web applications](<https://devfeed.tech/topics/web-applications.md>), [GitHub](<https://devfeed.tech/topics/github.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-machine-learning](<https://devfeed.tech/tags/ai-machine-learning.md>), [apis](<https://devfeed.tech/tags/apis.md>), [back-end](<https://devfeed.tech/tags/back-end.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [deploy](<https://devfeed.tech/tags/deploy.md>), [developer-tools](<https://devfeed.tech/tags/developer-tools.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [express](<https://devfeed.tech/tags/express.md>), [front-end](<https://devfeed.tech/tags/front-end.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [github](<https://devfeed.tech/tags/github.md>), [heroku](<https://devfeed.tech/tags/heroku.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [monorepo](<https://devfeed.tech/tags/monorepo.md>), [node-js](<https://devfeed.tech/tags/node-js.md>), [openai](<https://devfeed.tech/tags/openai.md>), [react](<https://devfeed.tech/tags/react.md>), [web](<https://devfeed.tech/tags/web.md>)

### AI overview

A tutorial showing how to build a Node.js Menu Maker application that uses OpenAI's Chat Completions API and function calling, with a React front end and Express back end, and deploys the application on Heroku.

### Source excerpt

How to Build and Deploy a Node.js App That Uses OpenAI's APIs Near the end of 2023, ChatGPT announced that it had 100M weekly users. That's a massive base of users who want to take advantage of the convenience and power of intelligent question answering with natural language. With this level of popularity for ChatGPT, [...] The post Working with ChatGPT Functions on Heroku appeared first on Heroku.