Sector News

The latest in Computing Science education across Scotland and beyond

The AI Daily Brief

Anthropic Just Reset AI Expectations

Anthropic delivered one of the most consequential weeks any AI lab has had yet: Andrej Karpathy joined to work on AI-accelerated pre-training research, new financials suggested the company is already profitable, and its deepening SpaceX compute partnership added fuel to the acceleration story. NLW breaks down why this is bigger than a lab horse race, why recursive research and compute constraints matter, and how Anthropic’s momentum is forcing a reset in how markets understand the AI boom. In th

The AI Daily Brief
The AI Daily Brief

Why Google Isn't Chasing Claude Code

Google I/O showed a company with enormous AI advantages and a surprisingly confusing product map. NLW breaks down Omni, Spark, Antigravity 2.0, Gemini 3.5 Flash, and the deeper strategic question underneath it all: whether Google is really trying to beat Claude Code and Codex at their own game, or whether its real bet is on consumer distribution, multimodal world models, TPUs, and embedding AI across everything people already use.Apply for our Growth Engineering role: ⁠⁠⁠⁠⁠⁠https://jobs.aidailyb

The AI Daily Brief
The AI Daily Brief

9 Codex Tips From the Codex Team

Codex is quickly becoming a full work environment for agentic building, and today’s episode breaks down nine practical tips from one of OpenAI’s Codex team for getting more out of it. NLW covers durable long-running threads, voice as a way to give agents richer context, steering while work is still in progress, structured memory, tool access, remote control, heartbeats, goals, and the side panel as the place where human and agent work stay in motion together. In the headlines: Cursor’s Composer

The AI Daily Brief
The AI Daily Brief

Beating the AI Doom Cycle

NLW introduces the AI Doom Cycle: the emotional arc from skepticism, to AI mania, to job-loss panic, to a more grounded view of how AI is actually spreading through society. From Ken Griffin’s AI reversal and Silicon Valley’s doom psychology to commencement backlash, Meta layoffs, token pricing, enterprise friction, Jensen Huang, Sam Altman, and new compute-policy ideas, the episode argues that the best AI conversation starts when panic gives way to specificity, constraints, and agency.Apply for

The AI Daily Brief
The AI Daily Brief

AI Inequality

A new divide is emerging in AI: who gets access to the most powerful models, and who gets pushed into weaker, more limited tiers. NLW explores how compute scarcity, security restrictions, API pricing, and frontier model rationing could end the current era of broadly equal access to state-of-the-art AI — and why slowing data center construction could make that inequality worse.Source essay: https://writing.antonleicht.me/p/cut-offApply for our Growth Engineering role: ⁠⁠⁠⁠https://jobs.aidailybrie

The AI Daily Brief
The AI Daily Brief

Google’s Big AI Test Comes Next Week

NLW previews Google I/O and the bigger question hanging over it: whether Google can turn its massive AI advantages into products people actually want to use. The episode connects Codex coming to ChatGPT mobile, the rise of always-on agents, rumors around Gemini Spark, and Google’s potential opening as a cheaper high-performance model provider for builders and enterprises. In the headlines: Cerebras’ explosive IPO debut, Figma’s AI recovery, OpenAI and Apple tensions, Anthropic’s massive new valu

The AI Daily Brief
The AI Daily Brief

RIP Golden Age of Agent Experimentation 2026-2026

Anthropic’s new Claude pricing changes are the clearest sign yet that the freewheeling agent experimentation era is ending. NLW explains why the developer backlash is real, but the deeper story is bigger than one company’s comms: demand for high-end AI compute is exploding faster than supply, and the cheap-token subsidy that made endless agent experimentation possible is starting to disappear. In the headlines: the US AI envoy lands in Beijing, Cerebras prices a massive IPO, Gallup finds broad o

The AI Daily Brief
The AI Daily Brief

In Defense of Tokenmaxxing

NLW argues that the backlash to tokenmaxxing misses the bigger enterprise AI shift. Token leaderboards can create bad incentives, but companies still need aggressive experimentation as work moves from assisted AI to agentic AI. Many “wasted” tokens are really the cost of learning, and organizations willing to burn tokens on valuable mistakes will outpace those waiting for perfect ROI. In the headlines: Google previews Gemini Intelligence ahead of I/O, orbital data centers gain momentum, Google b

The AI Daily Brief
The AI Daily Brief

Towards AI That Can Actually Interact

Thinking Machines Lab shows off a new kind of AI model built for real-time collaboration — one that can listen, watch, respond, interrupt, and work in the background without forcing humans into awkward prompt-and-response mode. NLW argues this may be an early glimpse of what comes after chat. In the headlines: OpenAI’s new DeployCo, private-market AI stock chaos, AI safety regulation walkbacks, and Trump’s China tech delegation.Apply for our Growth Engineering role: https://jobs.aidailybrief.ai/

The AI Daily Brief
The AI Daily Brief

The Best Way to Talk to Your AI Agents

As agents become a bigger part of how people work, the format of the handoff starts to matter. NLW explores the debate over Markdown versus HTML, why the argument is really about a deeper shift from producing final outputs to staging the conditions for agents to produce them, and what that means for the emerging skill of agent management. In the headlines: Anthropic weighs a massive pre-IPO raise, Cerebras IPO demand surges, TSMC hits capacity constraints, Apple signs a preliminary chipmaking de

The AI Daily Brief
The AI Daily Brief

The New Jobs AI Will Create

The AI jobs debate has spent years asking which roles will disappear. This weekend long-read asks the more important question: what becomes possible when AI expands the amount of useful work the economy can support? NLW lays out a first-principles case for why better AI does not simply mean less human work, exploring how cheaper services, broader access, continuous support, personalization, and human trust can create new demand. From there, he introduces the “human premium” that remains even as

The AI Daily Brief
The AI Daily Brief

How to Build an AI Native Team with Mike Cannon-Brookes

In this sponsored bonus episode, NLW is joined by Atlassian co-founder and CEO Mike Cannon-Brookes for a conversation about how to build AI native teams. They discuss what separates enterprise AI leaders from laggards, why context is becoming a critical layer of AI adoption, how agents and MCPs are changing the way people work with software, and why 2026 may be the year AI moves beyond chat into more natural product experiences. This episode is presented in partnership with Atlassian, and includ

The AI Daily Brief