Month: July 2026

LLM Orchestration Frameworks Compared: LangChain vs. LlamaIndex vs. Raw API Calls

LLM Orchestration Frameworks Compared: LangChain vs. LlamaIndex vs. Raw API Calls

In this article, you will learn how LangChain, LlamaIndex, and raw API calls each solve a different layer of the LLM application stack, and how to choose among them

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Gemini 2.5 Flash-Lite is now stable and generally available

Gemini 2.5 Flash-Lite is now stable and generally available

Today, we’re releasing the stable version of Gemini 2.5 Flash-Lite, our fastest and lowest cost ($0.10 input per 1M, $0.40 output per 1M) model in the Gemini 2.5 model

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How to shrink the token budget without shrinking the team

How to shrink the token budget without shrinking the team

Jensen Huang has a test for whether an engineer is worth keeping, and it comes with a token budget attached. Speaking on the All-In Podcast at the close of

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Fine-Tuning Explained for Noobs (How Pretrained Models Learn New Skills)

Fine-Tuning Explained for Noobs (How Pretrained Models Learn New Skills)

  # Inroduction  This article is part of my noob series where we write about the questions people Google most but may not understand well because of complex math and

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Tools vs. Subagents: Building Effective AI Agents Without Overengineering

Building Effective AI Agents Without Over-Engineering

In this article, you will learn how to decide whether a given piece of agent functionality should be built as a tool or as a subagent, and how to

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Gemini 3.5: frontier intelligence with action

Gemini 3.5: frontier intelligence with action

3.5 Flash: agentic tasks at scale This balance of speed and performance makes 3.5 Flash ideal for tackling long-horizon agentic tasks. What used to take a developer days or

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Insilico Medicine advances AI drug for IPF to Phase III trials

Insilico Medicine advances AI drug for IPF to Phase III trials

Insilico Medicine is advancing to Phase III human trials for testing a drug identified by AI targeting idiopathic pulmonary fibrosis (IPF). This progression supplies the computational drug discovery sector

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10 Probability Concepts for Machine Learning Explained Simply

10 Probability Concepts for Machine Learning Explained Simply

  # Introduction to Probability Concepts  For a long time I treated probability as the vegetables of machine learning. The boring stuff you choke down before you get to the

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Model Context Protocol Explained in 3 Levels of Difficulty

Model Context Protocol Explained in 3 Levels of Difficulty

In this article, you will learn how the Model Context Protocol (MCP) standardizes the way AI applications connect to external tools and data sources, broken down across three levels

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Google DeepMind and A24 launch research partnership

Google DeepMind and A24 launch research partnership

Today, Google DeepMind and A24 are announcing a first-of-its-kind partnership focused on research. The collaboration pairs a world-leading research lab with the industry’s most filmmaker-forward studio to help artists

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