Sector News

The latest in Computing Science education across Scotland and beyond

The AI Daily Brief

Harness Engineering 101

We went from prompt engineering to context engineering, and now the discipline everyone in AI is talking about is harness engineering — designing the systems, tools, and context you put around a model so it can actually do real work. Today's episode is a primer on what harness engineering is, why it explains the strange convergence of every AI product into the same shape, and what Anthropic's new managed agents tell us about where it's all heading.Brought to you by:KPMG – Agentic AI is powering

The AI Daily Brief
The AI Daily Brief

The New AI Org Chart

Jack Dorsey and Sequoia's Roelof Botha published a sweeping essay arguing that AI can replace the information-routing function of hierarchy itself — and Block is betting the company on it. Today we read through their vision for the "company as intelligence," then compare it to the messy, bottom-up reality emerging at Every, where agents are already forming a shadow org chart.Essay: https://block.xyz/inside/from-hierarchy-to-intelligenceBrought to you by:KPMG – Agentic AI is powering a potential

The AI Daily Brief
The AI Daily Brief

Why Enterprise AI Has a Leadership Problem

New studies from A16Z, KPMG, Writer, and WalkMe paint a picture of enterprise AI that's simultaneously accelerating and breaking down — agentic deployment has crossed 50%, but trust gaps, employee resistance, and a 93/7 spending split between tools and people suggest the real bottleneck isn't technology. In the headlines: Wall Street moves past the SaaS apocalypse, Anthropic poaches top talent from Microsoft and Workday, and Intel partners with Elon on TeraFab.Brought to you by:KPMG – Agentic AI

The AI Daily Brief
The AI Daily Brief

All of AI's New Models and Tools

While much of the week's discourse centered on models we can't use yet, the rest of the AI industry shipped a ton. Meta reenters the frontier race with Muse Spark, Z.AI open sources a model rivaling the US leaders, Anthropic launches managed agents, and Google quietly drops one of its most useful Gemini updates yet. In the headlines: Perplexity's revenue doubling, GitHub straining under agentic coding, and Anthropic's latest setback in its Pentagon legal battle.Brought to you by:KPMG – Agentic A

The AI Daily Brief
The AI Daily Brief

Should We Be Scared of Anthropic's Mythos?

Anthropic just announced Mythos, a model so powerful at finding cybersecurity exploits that they won't release it publicly — instead launching Project Glasswing to let select partners harden critical systems first. Today we unpack the capabilities, the discourse, and whether the fear is warranted.Brought to you by:KPMG – Agentic AI is powering a potential $3 trillion productivity shift, and KPMG’s new paper, Agentic AI Untangled, gives leaders a clear framework to decide whether to build, buy, o

The AI Daily Brief
The AI Daily Brief

OpenAI's New Deal

OpenAI released a sweeping policy document proposing everything from public wealth funds to portable benefits — but without a single commitment that would cost the company anything. We dig into what's worth discussing, what's window dressing, and why the AI industry's inability to make the case for its own existence is becoming a serious problem. In the headlines: Anthropic's revenue triples to a $30 billion run rate, a massive new Google-Broadcom compute deal, Gemma 4's breakout moment, and Met

The AI Daily Brief
The AI Daily Brief

The Calm Before the AGI Storm

Even during a relatively quiet week in AI, the signals are unmistakable — every major lab is jostling for position ahead of what feels like a dramatic acceleration, from OpenAI's record fundraise and IPO tensions to Anthropic's usage backlash to Google's open source push.Brought to you by:KPMG – Agentic AI is powering a potential $3 trillion productivity shift, and KPMG’s new paper, Agentic AI Untangled, gives leaders a clear framework to decide whether to build, buy, or borrow—download it at ⁠⁠

The AI Daily Brief
The AI Daily Brief

6 Questions Shaping AI

From job displacement fears to the politics of who controls AI to whether agents actually empower people, this episode maps out the six big questions that will shape how this era of AI plays out. It's a wide-aperture look at the forces — from geopolitics to enterprise adoption to individual agency — that are quietly determining AI's trajectory.Brought to you by:KPMG – Agentic AI is powering a potential $3 trillion productivity shift, and KPMG’s new paper, Agentic AI Untangled, gives leaders a cl

The AI Daily Brief
The AI Daily Brief

The Masked Medici: How to Build a Faceless Youtube Channel and Companion 1990s Strategy Game in a Single Afternoon with Google AI

In this Operators bonus episode presented by Google, we take a Renaissance history passion project end-to-end — using Gemini, Notebook LM, Stitch, and Google AI Studio to build a faceless YouTube channel with cinematic AI-generated videos, an illuminated manuscript-style companion website, and a turn-by-turn political strategy game where you try to survive 30 years in Medici-era Florence. Youtube channel: https://www.youtube.com/@maskedmediciIlluminated manuscript companion site: https://maskedm

The AI Daily Brief
The AI Daily Brief

How to Build a Personal Context Portfolio and MCP Server

In today's Build episode, we tackle one of the most underappreciated friction points in the agentic era — the fact that every new agent, project, or tool requires you to re-explain yourself from scratch. We walk through how to create a personal context portfolio, a structured set of markdown files that acts as an operating manual for any AI you work with, and then how to deploy it as an MCP server so every agent can access it.Use our app to get interviewed and build your personal context portfol

The AI Daily Brief
The AI Daily Brief

Agent Skills Masterclass

Nufar Gaspar walks NLW through a five-level framework for agent skills — from understanding what they are to building an organizational skill library. We get into the anatomy of an effective skill, the mistakes that kill them, advanced patterns like dispatchers and skill chaining, and why skills might be the first AI infrastructure primitive with a built-in expiration date.Your Agent Skills Masterclass companion checklist: https://play.aidailybrief.ai/episodes/skills-master-class/Brought to you

The AI Daily Brief
The AI Daily Brief

Introducing Maturity Maps — A New Way to Measure AI Adoption

Today we're introducing Maturity Maps, a new framework for benchmarking AI and agent adoption across six key dimensions - from deployment depth to systems integration to people and governance. This first reference point is built on 480+ studies representing 150,000+ survey respondents from the last quarter alone -- and the results show most organizations are behind where they should be on nearly every front. Review the maps and see where you stand: http://besuper.ai/quizBrought to you by:KPMG –

The AI Daily Brief