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Guides

How-to explainers, deep dives and practical walkthroughs.

Illustration for: Documenting the tech worker movement
Guides

Despite the “dot-com crash” in 2000, the tech industry remained an attractive career destination for many who believed technology represented the future.

MIT News AI5 min
Illustration for: How to choose your first Genie Agents for maximum impact
Guides

• The first few Genie Agents you build determine whether adoption scales or stalls, so choosing the right agents to start with is critical • Use a five criteria rubric: impact, demand, data readiness, scope, and governance to rank candidate workflows in minutes.

Databricks Blog6 min
Illustration for: How to Build a Model Router in the Harness
Guides

How to Build a Model Router in the Harness How to Build a Model Router in the Harness Many tasks don't need frontier intelligence. In our experiments, model routing cut median cost per coding task by 64% compared with the baseline, with no noticeable change in quality.

LangChain Blog11 min
Illustration for: A practical guide to cost optimization with Lakebase Postgre
Guides

Lakebase is cost-efficient by design because its separated storage and compute architecture lets branching, read replicas, and high availability share one storage layer, while serverless autoscaling and scale-to-zero mean you pay only for the compute you actually use.

Databricks Blog12 min
Illustration for: A Day in the Life of a Roboticist: Charlie Kemp
Guides

In this edition of our A Day in the Life of a Roboticist series, we meet Charlie Kemp , cofounder and chief technology officer of Hello Robot , who develops mobile manipulators to help people in their homes and workplaces.

IEEE Spectrum AI5 min
Illustration for: Import AI
Guides

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers.

Import AI (Jack Clark)16 min
Illustration for: OpenAI's agents went rogue on Washington
Guides

AI OpenAI's agents went rogue on Washington PLUS: How to get started with Jev, TypeSafe's new AI Good morning, AI enthusiasts, and welcome to our 9,410 new readers. OpenAI’s agents spent the summer loose on government websites, and newly disclosed details are raising fresh questions about how well the company can actually control its technology.

The Rundown AI7 min
Illustration for: Set Up Qwen-Image-2.1 in ComfyUI: 13-Step AU Guide - tech-in
Guides

Alibaba s Qwen team shipped Qwen-Image-2.1 on September 20, 2026, and it changes the calculus for anyone running AI image generation on their own hardware in Australia. The 20-billion-parameter model handles text-to-image generation, multi-reference editing with up to 10 source images, and native transparent PNG output from a single checkpoint.

ComfyUI Blog23 min
Illustration for: Compressing Streaming Neural Audio Encoders via Latent-Space
Guides

Compressing Streaming Neural Audio Encoders via Latent-Space Distillation - Apple Machine Learning Research research area Methods and Algorithms , research area Speech and Natural Language Processing content type paper published September 2026 Compressing Streaming Neural Audio Encoders via Latent-Space Distillation Authors Prasanth Yadla‡, Mohammad Samragh Razlighi‡, Dongseong Hwang, Mingbin Xu, Yuanyuan Zhang, Chung-Cheng Chiu, Yongqiang Wang†**, Yuan Liu§**, Zhen Huang,...

Apple Machine Learning2 min
Illustration for: How to train your own Jev for $17
Guides

We just launched our own Jev-like classifier, together/Tev1-4B-experimental , on top of Qwen3.5 4B on Together’s serverless platform. In this blog post we’ll show you how to fine-tune your own version!

Together AI Blog6 min
Illustration for: Amazon shuts out Meta's Muse
Guides

PLUS: How to set up ChatGPT to write in your voice Good morning, AI enthusiasts, and welcome to our 4,369 new readers. Meta’s Muse AI assistant climbed to the top of the U.S.

The Rundown AI7 min
Illustration for: Parallel Reads and Write Optimization for Large-Scale Data R
Guides

Download this complimentary White Paper today! This White Paper gives data engineers and architects a practical overview of how parallel partitioned reads, write-path optimization, and cloud-native bulk loading reduce large-table replication times, and why replication speed has become a business concern as data volumes grow.

IEEE Spectrum AI2 min
Illustration for: New home for Cowork
Guides

Hi folks,I’ve not been building as much this week 😬 - hand, foot and mouth is back in our house (happens yearly with 3 young kids!), and I have…

Ben's Bites5 min
Illustration for: Zuck sits out the AI slowdown
Guides

Good morning, AI enthusiasts, and welcome to our 4,361 new readers. Days ago, the frontier CEOs looked united behind Dario Amodei's slowdown plan. Then Trump, Beijing, and Jensen Huang said no, and now one of the biggest labs outside that circle has too.

The Rundown AI7 min
Illustration for: ChatGPT co-creator launches a new kind of AI
Guides

AI ChatGPT co-creator launches a new kind of AI PLUS: How to add models to Codex, Claude Code Good morning, AI enthusiasts, and welcome to our 4,056 new readers. Diogo Almeida helped build the methods that taught AI to talk to people — the research behind ChatGPT.

The Rundown AI7 min
Illustration for: A Guide to Grok Bot 2026
Guides

Will SpaceX AI’s “Grok Bot” and Meta’s “Muse” impact ChatGPT’s marketshare in 2027? It’s somewhat likely.

AI Supremacy3 min
Illustration for: The Open Source AI Stack
Guides

As the quality of open source models have bridged the gap with closed source models, a lot of developers and organizations are looking to move to open source models for more ownership, control and economics. This post is a deep dive into the open model AI stack that developers need to consider as they move from closed to open source.

Together AI Blog14 min
Illustration for: Building an AI Text Detector From Scratch
Guides

Substack recently launched its AI detector feature in the UI, which is super interesting.Separately, lots of people asked me about interesting local…

Ahead of AI (Sebastian Raschka)3 min
Illustration for: Using Local Coding Agents
Guides

Many people reached out to me in the past asking about my local agent stack as well as how I set up my local agent stack.So, I thought it might be useful to…

Ahead of AI (Sebastian Raschka)22 min
Illustration for: How to Build, Run, and Scale High-Quality Creator Workflows
Guides

How to Build, Run, and Scale High-Quality Creator Workflows in ComfyUI | NVIDIA Technical Blog How to Build, Run, and Scale High-Quality Creator Workflows in ComfyUI By Joel Pennington , Margaret Zhang and Maitri Taneja NVIDIA GenAI Creator Toolkit provides three production-ready ComfyUI workflows that run locally on NVIDIA RTX GPUs without cloud dependencies.

ComfyUI Blog10 min
Illustration for: How to Use Pika AI for Free - Apple World Today
Guides

Apple World Today > Sponsor > How to Use Pika AI for Free posted on Apr. 01, 2026 at 6:09 am April 1, 2026 If you want to try Pika AI without paying right away, Videoinu is a practical place to start.

Pika Blog5 min
Illustration for: Agentic Retrieval Guide: Beyond Naive RAG - LlamaIndex
Guides

RAG has come a long way since the days of naive chunk retrieval; now agentic strategies are table stakes. Nowadays, an AI engineer has to be aware of a plethora of techniques and terminology that encompass the data-retrieval aspects of agentic systems: hybrid search, CRAG, Self-RAG, HyDE, deep research, reranking, multi-modal embeddings, and RAPTOR just to name a few.

LlamaIndex7 min
Illustration for: Europe Pricing Plans & Credit Usage Guide - LlamaIndex
Guides

Europe Pricing Plans & Credit Usage Guide | LlamaIndex Introducing Extract v2.5: Next-Gen Document Extraction Agents -> Choose the LlamaParse plan for your team Flexible Plans for All Your Document Ingestion Needs. Empower Your Workflows with LlamaIndex.

LlamaIndex3 min
Illustration for: Zep Vector Store Guide With LlamaIndex - LlamaIndex
Guides

Editor’s Note: This article was written by Daniel at Zep for the LlamaIndex blog. Zep is a long-term memory store for LLM applications . With Zep, developers can easily add relevant documents, chat history memory & rich user data to LLM app prompts.

LlamaIndex3 min