Link*Log
Digital and mission-driven government: digital, burdens and networks | Nesta
The first of three essays by Richard Pope, author of Platformland: An anatomy of next-generation public services, on how digital can provide a unifying role in the successful delivery of the government’s missions. Go to Source
Fish Food: Episode 647 – Superagency: Amplifying Human Capability with AI
AI extending human, how AI is changing jobs, ChatGPT for business, WPP's 30,000 AI agents, how social media has evolved, and what we lose with AI art. Go to Source
The rise of reasoning machines – by Nathan Lambert
A sufficiently general definition of reasoning I’ve been using is: Reasoning is the process of drawing conclusions by generating inferences from observations. Go to Source
This A.I. Company Wants to Take Your Job – The New York Times
Mechanize, a San Francisco start-up, is building artificial intelligence tools to automate white-collar jobs “as fast as possible.” Go to Source
AI Agents Are Too Cheap for Our Own Good | WIRED
AI tools cost a fraction of human labor—and may undermine the jobs needed to build careers. Go to Source
The rise of AI agent frameworks: How enterprises are automating complex workflows in 2025 | London Daily News
Introduction: Why AI Agents Matter in 2025 In a landscape defined by rapid digital acceleration, enterprises in 2025 are increasingly seeking automation that is not only scalable but also intelligent. AI agent frameworks—software architectures enabling autonomous...
AI Will Divide the Future Workforce by Capability, Not Digital Skills: CFTE Whitepaper | The Fintech Times
The rise of AI is creating a new divide, not between the digitally literate and illiterate, but between those who can adapt their capabilities and those who can’t, according to a new whitepaper by the Centre for Finance, Technology and Entrepreneurship (CFTE). Go to...
Who Really Owns Enterprise AI? 54% of CEOs Say They’re Hiring New AI Roles
Enterprise AI leadership is splintering. Get data on new roles, hiring trends and why only 25% of projects hit ROI without tight business–IT alignment. Go to Source
London Tech Week: Astrazeneca’s AI push could take humans out of the loop
Astrazeneca unveiled an ambitious overhaul of its manufacturing and supply operations driven by deep tech, AI, and what it called a “self-healing” supply chain at London Tech Week. Go to Source
Early AI investor Elad Gil finds his next big bet: AI-powered roll-ups | TechCrunch
Elad Gil started betting on AI before most of the world took notice. By the time investors began grasping the implications of ChatGPT, Gil had already written seed checks to startups like Perplexity, Character.AI, and Harvey. Now, as the early winners of the AI wave...

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Recent Briefings
Agentic AI Needs Strong Foundations
The respected American venture capitalist Mary Meeker recently shared her first internet trends report since 2019, focused on AI and its future. It runs to 340 slides (with center-aligned text … grrr!), so it takes time to absorb. But in addition to its meta-level...
New Models and Old Challenges
It has been a busy couple of weeks for analysts covering new AI launches, with some impactful new models and agentic systems being announced that add up to a significant advance in capabilities. Hot on the heels of announcing Gemini 2.5 Pro, Google announced AI Mode...
Making the Invisible Visible
There was a quiet but era-defining shift last week when Google searches in Safari declined for the first time as a result of more people switching to AI tools for finding information. This could have far-reaching consequences both for Google and also for Apple, who...
The AI Space Race Could Benefit us all, But Technology Adoption Takes Time
There was another important open model release this week, Alibaba’s QWEN 3, which seems to be an impressive release that relies on strong reasoning capabilities to bring up its benchmark scores. As Nathan Lambert explains, the variety of post-training methods being...
How can AI Help Accelerate Europe’s Industrial Renaissance?
Industrial AI is starting to transform the way we make things, and the cost model for doing so, which could provide a much-needed boost to the industrial renaissance that Europe needs in the face of growing geopolitical risk. But whilst AI will play a role in products...
AI-led Transformation of the Professional & Financial Services Ecosystem
I recently gave a keynote talk at the Innovate UK / ESRC UK National Showcase: Next Generation Professional & Financial Services event in London, which brought together funded innovation projects in fintech, legal, accounting and insurtech with other practitioners...
AI Coding Means We Need Service & Experience Design More Than Ever
We are witnessing what looks like a major transition in the way we approach software development, and this brings both potential benefits and risks for organisations. But we should not think about this only as a new way to build apps and products. In a world where...
Who’s the Bot Now?
The launch of ChatGPT 4.5 last week was not so much a ‘breakthrough’ release as an expensive incremental improvement or consolidation of existing capabilities before the hotly anticipated GPT5. Simon Willison has a good roundup of reactions and testing,...
Beyond Simple Office Automation: The Rise of Super Operators
As always, there is a lot going on this week - or at least being announced - in the field of AI that is relevant to firms and other organisations who are still working out their own use of the technology, from OpenAI’s promise of GPT4.5 leading to a multi-model...
Destruction, disruption, change and transition strategies
The words ‘change’ and ‘disruption’ are seen by many within the tech sector as unalloyed good, but there are many situations where seeing a problem and breaking down the old system are easier by orders of magnitude than building something new in its place. And of...