10 GitHub Repositories to Master Machine Learning Deployment
Master the essential skill of deploying machine learning models with courses, projects, examples, resources, and interview questions.
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OpenAI’s GPT-5.2 Could Release on December 11; Early Testing Spotted in Notion
Key Highlights: Since last week, there has been growing chatter on the internet about OpenAI’s upcoming GPT-5.2 model. A recent report from The Verge hinted at December 9 as the possible release date of the new model. But, OpenAI didn’t release the model yesterday. No doubt, you must be wondering when exactly OpenAI will launch the GPT-5.2 model, right? Polymarket activity & market sentiment points at December 11 as GPT-5.2 release date Well, thanks to folks at Testing […]
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How to design LLMs that don’t need prompt engineering
Standard LLMs rely on prompt engineering to fix problems (hallucinations, poor response, missing information) that come from issues in the backend architecture. If the backend (corpus processing) is properly built from the ground up, it is possible to offer a full, comprehensive answer to a meaningful prompt, without the need for multiple prompts, rewording your query, having to go through a chat session, or prompt engineering. In this article, I explain how to do it, focusing on enterprise […]
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Google could launch Nano Banana 2 Flash AI image model this month
Key Highlights: After a successful launch of the Gemini 3 Pro-powered Nano Banana Pro, Google appears to be gearing up for the launch of Nano Banana 2 Flash. The upcoming image generation model will likely be powered by the Gemini 3 Flash model. According to code references, the new model is internally called “Mayo.” Nano Banana 2 Flash to come with almost similar image generation power as the “Pro” Citing details shared by early testers of Nano Banana […]
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Gradient Canvas: Celebrating over a decade of artistic collaborations with AI
Gradient Canvas is a new art exhibition celebrating a decade of creative collaborations between artists and artificial intelligence.
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Prompt Engineering for Time Series Analysis
Strange as it may sound, large language models (LLMs) can be leveraged for data analysis tasks, including specific scenarios such as time series analysis.
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Introducing Nano Banana Pro
Nano Banana Pro is our new image generation and editing model from Google DeepMind.
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How to Build a Meta-Cognitive AI Agent That Dynamically Adjusts Its Own Reasoning Depth for Efficient Problem Solving
In this tutorial, we build an advanced meta-cognitive control agent that learns how to regulate its own depth of thinking. We treat reasoning as a spectrum, ranging from fast heuristics to deep chain-of-thought to precise tool-like solving, and we train a neural meta-controller to decide which mode to use for each task. By optimizing the trade-off between accuracy, computation cost, and a limited reasoning budget, we explore how an agent can monitor its internal state and adapt its […]
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Google launches managed MCP servers that let AI agents simply plug into its tools
Google is rolling out managed MCP servers to make its services “agent-ready by design,” starting with Maps and BigQuery, aiming to simplify messy integrations and help AI agents use real tools.
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How I Screwed Up Sales Hiring
I founded Moonshine back in 2022, together with Manjunath, another engineer and researcher. My entire career up until that point had been working on consumer products, so I felt very comfortable with how those are sold, and I thought to myself “How hard can B2B sales be?”. The answer, of course, is very hard! My investors knew that before I did, and pushed me to hire a senior sales person to make up for my lack of experience. […]
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