The Batch Newsletter | DeepLearning.AI

AI Engineering skills map — Shaping the Build. Driving the build loop, making product decisions, Communicating and leading, and High agency ownership

The Batch Newsletter

OpenAI and Anthropic fight it out for the top overall spot, while Google, Meta, and Microsoft all release transcription models

The Batch News & Insights: When you’re skilled at AI Engineering, your best work won’t be merely implementing a product that someone else spec’ed out. Instead, you will actively shape the build.

Humorous AI software race with animated boxes sprinting, highlighting latest advancements in AI tools.

The Batch Newsletter

Inside Key Changes in Data Policies, Ox Alpha Revealed, Taking Custom Models Beyond Fine-Tuning

The Batch News & Insights: A key AI engineering skill is using coding agents.

Cartoon sand pails with arms; one orange trapped, one green wielding shovel; helping each other escape the sandbox; industrial backdrop.

The Batch Newsletter

GLM-5.3’s Exploits, AI Models and Hardware Speed Up, DeepSeek’s New Agent Harness

The Batch News & Insights: How have software engineering fundamentals changed with agentic coding?

Building and Deploying AI Applications (a graph with multiple nodes)

The Batch Newsletter

Anthropic’s Watermarks, Grok 4.6 Surges, Qwen’s Open Weights, Better Corrections for Speech Recognition

The Batch News & Insights: I previously wrote about our AI Engineering Skills Map, with the highest level skills being (i) Building and deploying...

The DeepLearning.AI AI Engineering skills map: Building/deploying applications, engineering fundamentals, coding agents, shaping the build

The Batch Newsletter

Meta’s Play for Coding Data, Google Robotics Multi-Embodiment, MiniMax’s Open Video Model (With an Asterisk)

The Batch News & Insights: I am delighted to present The AI Engineering Skills Map.

An engineer looks at a parking meter that says, "insert tokens to park here", 1/1 hour, 5/5hours, 1M/1M hours

The Batch Newsletter

DeepSeek-V4-Flash Outshines Pro, The Biggest GitHub Crawl Yet, Engineering System Prompts for Safer Code

The Batch News & Insights: I’m glad the idea of “tokenmaxxing” — that individuals and companies should use as many tokens as possible to boost productivity — is finally dying out.

Fable 5's safeguards flag a request to do a security scan of OpenWorker

The Batch Newsletter

Opus Outshines Even Fable, Inside the Hugging Face Hack, AI Companies Spend Big for Compute

The Batch News & Insights: My team recently had our own version of Hugging Face’s experience when closed models failed to defend the company following an accidental cyberattack from OpenAI, leading Hugging Face to use the open weight GLM 5.2 instead.

A rally for open weight / open source AI with leaders bearing a banner that reads "open source, open weights, open future"

The Batch Newsletter

Kimi K3 Redraws the Open Frontier, Muse Spark 1.1 Undercuts Competitors, Cloudflare Moves to Cut Off Crawlers

The Batch News & Insights: A few frontier labs have tried to tell a story of open models being dangerous because they can be used to launch cyberattacks, and of their “safe” proprietary models with strong guardrails being there to defend us.

Professionals collaborate on laptops around a table, indicating diverse roles like marketing and engineering team.

The Batch Newsletter

AI Overviews Land Google In Hot Water, GPT-Live Puts Reasoning in the Background, How to Tell If Your Model is Manipulative

The Batch News & Insights: As AI increasingly automates coding, it frees up developers to spend time on high-level software development tasks traditionally reserved for senior engineers, like deciding on technical architecture and participating in scoping product requirements.

A robot wears a bow around its finger with SPEC.md attached to it. The developer asks "What's that for?"; The robot says "You told me something important last Tuesday. I'm never letting go."

The Batch Newsletter

Restoration of Claude Fable 5, Gemini's Video Dev Engine, DeepSeek Speeds Up Speculative Decoding

The Batch News & Insights: The key idea of agentic coding loops is to have an agent keep working until it satisfies a condition, such as achieving a product specification.

Cartoon features a man and woman contemplating three luxury sports cars: blue, red, and orange on a blue background.

The Batch Newsletter

OpenAI’s GPT-5.6 Family, New Ways to Train Robots, Models Invoking Models

The Batch News & Insights: The AI world has become incredibly noisy. Social media, traditional media, and an army of marketers produce a cacophony of hype and content that are often secretly sales pitches for their products.

3 Key Product Development Loops: Agentic Coding Loop (minutes), Developer Feedback Loop (hours), External Feedback Loop (days)

The Batch Newsletter

A New Generation Studies AI, Apple's Recipe for On-Device Models, GLM5.2 Tackles Open-Ended Problems

The Batch News & Insights: “Loop engineering” is a hot buzzphrase after Boris Cherney (Claude Code’s creator) and Peter Steinberger (OpenClaw's creator) both mentioned it on social media.