Notebook

GLITCHiT executed deep research to develop a comprehensive white paper demonstrating how AI agents and multi-agent systems can transform NHS GP triage and diagn…

Most enterprise AI still runs on the collect‑everything, remember‑forever model that made yesterday’s data lakes a compliance nightmare. Yet a new pattern—Priva…

Here’s a topic that annoys me considerably. The mis-information around this is robbing you of a competitive advantage, which in turn frustrates my business of b…

- Most organizations evaluate AI as merely enhanced software while missing its revolutionary potential as collective intelligence

In a world increasingly populated by AI agents capable of churning out metrics at superhuman speed, enterprises face an unexpected challenge: redefining what ma…

AI is exposing the performance theatre enterprises have rewarded for decades. The fix is not better output; it is better work design.

Prepare yourselves. The market landscape is undergoing a seismic, irreversible transformation, driven by the relentless march of Artificial Intelligence. This i…

This essay is a supplement to a series of podcasts I created using AI. Here you kind find the podcast episodes.

Here's the stat that should terrify every board:

There are diagrams but listen to the audio here for this long read.

https://www.notion.so

This paper explores the transformative impact of generative AI on the Software as a Service (SaaS) market. It examines how emergent AI capabilities are invertin…

This paper explores the transformative impact of generative AI on the Software as a Service (SaaS) market. It examines how emergent AI capabilities are invertin…

This post raised my eyebrow. For fun, I asked Claude (Haiku) what it thought. 😅

Retrieval Augmented Generation (RAG) has emerged as a powerful methodology for improving large language model outputs by grounding responses in external knowled…

OpenAI's newly released Responses API represents a significant advancement in simplifying the development of agentic applications, providing developers with a s…

Last week, I was talking with a senior backend engineer at one of the world's largest tech companies. We were discussing AI deployment challenges when he leaned…

OpenAI's Agent SDK, released in March 2025, provides developers with a powerful framework for building AI agents that can perform complex, multi-step tasks auto…

Writing code in software engineering is going to die soon.

This past week is a real hockey-stick moment in AI, as Mark would say. I have been playing with Opus 4.5 in Claude Code since last night. This iteration is expo…

Imagine an assistant smart enough to handle tedious web tasks—like booking business travel, updating sales data, or compiling reports—but wise enough to always…

We stand at the edge of a vast plain, watching a dam breaking in slow motion. The AI revolution isn't just another technological cycle; it's a fundamental resha…

17:35

The enterprise AI landscape stands at a pivotal inflection point, yet most boards are leaving 30-40% of potential value untapped through misaligned operating mo…

Six months into the "agent era," companies like Salesforce are struggling to convert hype into value. What's really happening in the trenches of AI's next front…

This glossary defines key terms found in the white paper “Transforming NHS Diagnostics Through Multi-Agent AI Systems: A Strategic Blueprint for 2025-2030”. The…

This article is inspired by a post from Tom Bennett who was equally inspired by a insightful posting from Thomas Ruck, please go read them both.

https://www.linkedin.com/feed/update/urn:li:activity:7396834714818400256?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7396834714818400256%2C7396937623526817792…

Article Topic: AI Control Tower (https://www.notion.so/AI-Control-Tower-25277591c7c48023bb15f1c92902c454?pvs=21)

Opening Hook: A 67-year-old diabetic patient in Manchester waits three weeks for blood test results that should have triggered an urgent referral. By the time h…

- One provocative, visionary statement that captures attention immediately

Working Thesis (40 words): Brené Brown's team got 60-70% fake citations from AI—not because AI is unreliable, but because they used the wrong tool for the job.…

When Jeanne Ross, MIT CISR's Principal Research Scientist, poses the question "Are you digitising your existing business, or building a digital business?", she'…

When Jeanne Ross asks "Are you digitising your existing business, or building a digital business?", she's highlighting what we call the Technology Intensity gap…

This is superbly written (elevensies LOL) and this frame of task length barrier is a novel term to me. I really enjoyed how you're thinking about this and worki…

In the early days of June, when the evenings were lengthening, one might recall a sensation similar to that of first handling an iPhone in 2007. It was not mere…

Executive Summary: This white paper explores how enterprises can safely scale the Model Context Protocol (MCP) – an open standard for connecting AI assistants t…

So for people who don't know you, we connected in the UK ServiceNow Community comms. You’ve been amazing in connecting and partnering with myself and Eclipse AI…

[Topic 5: AI Engineer World's Fair: Overview]

Karpathy's concept of "vibe coding" (where developers prompt/edit rather than write full code) aligns partially with the claim about reducing engineering overhe…

When approaching enterprise clients about AI implementation, solution consultants face a unique challenge: translating the theoretical potential of AI into conc…

Let me read through this research document first to see what we're working with.The docx is showing raw binary. Let me extract the actual text content properly.…

https://open.spotify.com/episode/421pepIL88vetU3vEjUTGN?si=j42cUZJQR9O-XawcQdS03A&context=spotify%3Ashow%3A7gKwwMLFLc6RmjmRpbMtEO

- https://open.spotify.com/episode/47dtFkZZy1L2YOYT6rPNPP?si=j4lBwfhAQiWU9Ffd6FGCxA

Why are your competitors launching services in weeks whilst you take months?

A Pattern Breaker's Guide to the Service Awareness Revolution

Humankind, that restless bipedal innovator, has once more arrived at a promontory overlooking a landscape transformed by its own ingenuity. From the controlled…

Yesterday, while reviewing Ramp's vendor data, I saw something that made me stop mid-coffee. Not because I spilled it (though I nearly did), but because the fas…

Yesterday, while reviewing Ramp's vendor data, I saw something that made me stop mid-coffee. The fastest-growing enterprise software companies aren't building w…

Written by Chris Jones - CTO of Eclipseai.ai

It's 2024, and in the mahogany-panelled boardrooms of Sand Hill Road, something unprecedented is happening. The same venture capitalists who once dismissed anyt…

written by Chris Jones - Co-founder of Eclipse AI Consulting

I recently saw a great post from Nikki Belt who had watched Brené Brown share a story about AI that was pretty wild. There is so much fundamental misunderstandi…

<img src="https://www.notion.so/icons/username_pink.svg" alt="https://www.notion.so/icons/username_pink.svg" width="40px" />

Last week, we heard from a Fortune 500 CEO who asked me a simple question: "We're going to be spending $50M annually on AI initiatives. Can you tell me which on…

When the prophet of Silicon Valley breaks six years of silence, the wise listen. When she dedicates 340 pages to a single technology, the prescient act.

Listen carefully, because what I'm about to tell you will determine whether we lead the next decade or become irrelevant trying to fight yesterday's war.

In a small office in London, five people are running what would traditionally be a 50-person operation. Their secret? They aren't five people at all—they're eff…

I didn’t set out to write a book. In fact, I actively avoided it for a while—too many white papers, not enough white wine. But something kept gnawing at me. Not…

[£] Current Capability Ceiling: Today's most advanced AI systems (like Claude 3.7 Sonnet) can reliably complete tasks that would take human experts up to a few…

The research is done by Eclipse AI Agents and overseen by its Consultants

So for people who don't know you, we connected in the UK ServiceNow Community comms. You’ve been amazing in connecting and partnering with myself and Eclipse AI…

That the brilliance of our brightest minds,

I recently saw a great post from Nikki Belt who had watched Brené Brown share a story about AI that was pretty wild. There is so much fundamental misunderstandi…

Article Topic: Hallucinations (https://www.notion.so/Hallucinations-1e377591c7c480b88a61fe9eba9f200c?pvs=21)

How WhatsApp's breakthrough architecture is reshaping enterprise AI and why "forgetting" might be your competitive advantage

You run the same prompt twice. You get two different answers. You think: "Is this thing just making it up as it goes?"

I want to talk about something that's broken. Something that's been broken for a long time, and nobody's really had the courage to say it out loud.

Prepare yourselves. The market landscape is undergoing a seismic, irreversible transformation, driven by the relentless march of Artificial Intelligence. This i…

Remember when you first held an iPhone in 2007? It wasn't just a better phone—it was a complete reimagining of what a mobile device could be. That same transfor…

Something extraordinary happened last week that few people recognized for what it truly was.

The greatest magic trick in enterprise AI right now is watching everyone frantically hammer the square peg of agent technology into the round hole of RPA workfl…

Based on your work across all the sources, I can compile a comprehensive view of the subjects, topics, methodologies, and frameworks that establish your thought…

There's a curious misconception permeating the AI development community: that the solution to increasingly complex enterprise tasks is increasingly powerful ind…

There are diagrams but listen to the audio here for this long read.

Something remarkable happened last week, and most people missed its significance. OpenAI released a suite of new tools for building AI agents that will fundamen…

Something extraordinary happened in the AI world this weekend. A new agent called Manus exploded onto the scene, swelling its Discord membership to 138,000 in a…

MCP is an open standard that creates a bridge between AI assistants (particularly Large Language Models) and the systems where data actually lives—including con…

We’re in for a significant shake up in the way we work. I have a deep sense that it is inevitable, even unavoidable, that workers are going to have armies of ag…

subgraph Core["Core Implementation Challenge"]

As we approach 2025, we stand at a pivotal moment in enterprise AI adoption. While the headlines focus on artificial general intelligence and broad AI capabilit…

Something extraordinary is about to happen in enterprise AI adoption. While most organisations are rushing to implement any AI agent they can get their hands on…

In 2025, we'll witness something extraordinary in enterprise AI adoption. While everyone's discussing artificial general intelligence and broad AI capabilities,…

Meta Description: Microsoft CEO Satya Nadella challenges Silicon Valley's AI hype, focusing on economic impact over technical milestones and offering a pragmati…

There's a fascinating disconnect happening in enterprise AI adoption that reminds me of Douglas Adams' Babel fish paradox. Companies are frantically shoving exp…

We’re in for a significant shake up in the way we work. I have a deep sense that it is inevitable, even unavoidable, that workers are going to have armies of ag…

Something rather seismic has happened in the AI landscape these past few weeks, though you'd hardly know it from skimming the usual tech publications. While the…

Yet I'm about to tell you something that turns this wisdom on its head: past a certain threshold, properly designed vertical agents begin reducing maintenance c…

Remember the first time you held an iPhone in 2007?

The greatest technological revolutions begin as whispers in server rooms, not headlines in business magazines. While venture capitalists tout artificial general…

It's like watching someone with an Aston Martin insist on driving it with L-plates and a top speed of 30mph because that's how their Reliant Robin worked. We're…

When you stand at the beginning—bright-eyed, code humming, vision clear—you see gaps in the world. You build bridges to cross them.

MCP is an open standard that creates a bridge between AI assistants (particularly Large Language Models) and the systems where data actually lives—including con…

What makes this moment so profound isn't the technical specifications. It's the emergence of something I've seen brewing beneath the surface: Software isn't jus…

The server room hummed with the quiet persistence of machines that had no intention of failing, nor any particular ambition to succeed. In the corner, two figur…

Imagine you've hired a brilliant new employee. Would you:

Meta description: Discover how AI coding agents, the most powerful vertical agents, are revolutionising software development, with insights from OpenAI’s SWE La…