Chicago in Five Breaths
A 51-second watercolor film of Chicago made with AI, and what an $11.65 video bill changes about exploring a creative idea.
Ideas & culture
Ideas across time · Publications
Publications
Everything I have published since 2022, sorted by year and theme.
Everything published
Every publication, 2022–2026
132 pieces on Capgemini, LinkedIn, Medium and dinand.com. A piece published in more than one place appears once. Filter by theme or jump to a year.
202653 articles
Power, with poise
A second Maison Agent experiment presents the AI control plane as a fragrance ad, with one gold ring gathering black ribbons and a single sentence beneath it.
The agentic enterprise
Engineering the Synthetic Organization
Thirteen disciplines of AI engineering in four layers, all reporting to one control plane, and the five trust disciplines that decide whether an agent can be left alone.
The agentic enterprise
When watching every hour starts to pay
A pre-registered simulation held hourly monitoring of an agent fleet and six-hourly inspection to the same nominal reviewer budget, and found the budget at which hourly monitoring starts to catch faults.
Oversight & accountability
Who Checks the Agents
The lab’s work on AI delegation and oversight in one film, with each published number shown beside the limits its campaign states.
Oversight & accountability
The Judge’s Mirror
A preregistered study of how often a model judge agrees with itself on 197 blind case files, and how far down one model family a judge stays usable.
Oversight & accountability
The Open Decision Head: An Executive Briefing
A retrained open decision head beat both a rule table and the hosted service on 800 fresh cases, after a first version that did not.
The agentic enterprise
The Measured Enterprise 2026
The lab’s annual report: the Delegation Index, the protocol, seven pre-registered campaigns, the corrections logged and every measured claim, in one document.
Oversight & accountability
A Trial Balance for Agent Omissions
Agent logs record what happened and have no row for what didn’t. A pre-registered test of commitment accounting, an obligation ledger reconciled against executed calls, for catching omissions in procurement-workflow traces.
Oversight & accountability
Jev is a new model from TypeSafe AI that helps software make small, specific decisions.
Pre-announcement: the benchmark, code and pilot guide follow once the results are verified.
Models & the AI market
The Decision Head
A self-hosted service that answers a workflow’s typed questions with a calibrated probability. The executive briefing, the full paper and the blog post that started it.
The agentic enterprise
Self-healing master data
An executive brief on finding, proposing and verifying supply-chain data repairs.
Data, context & memory
From dashboards to decisions
A working paper on bringing business context into an agentic decision workflow.
The agentic enterprise
Sprawl Cost Is Superlinear Under a Fixed Monitoring Budget: A Pre-Registered Calibration of Agent Portfolio Retirement Dynamics
AGENESIS-2 adds a portfolio layer to the AGENESIS enterprise simulation to measure whether agent sprawl costs more than proportionally under a fixed monitoring budget.
Oversight & accountability
Your AI Review Team May Be Waiting for Failures It Cannot See
The executive reading of the sprawl-cost result.
Oversight & accountability
Where Fleet Diversity Is Worth Paying For
What a fleet of identical model copies risks, and where diversity is worth paying for: shared weights correlate errors, coupling barely does.
Oversight & accountability
Charter Clauses That Earn Their Place
Three of six standard charter clauses do the work. The full charter removes 76 to 77% of harm when no correction arrives.
The agentic enterprise
Accountability Makes Oversight Worse: A Pre-Registered Test of Liability-Exposed AI Supervision Across Irreversibility Tiers
A pre-registered test of whether making an AI supervisor answerable for past harm improves its oversight, and why it backfired across irreversibility tiers.
Oversight & accountability
Skin in the Game Made the AI Supervisor Worse
A controlled experiment on the cost of wrongful blocks and the incentives that shape an AI reviewer.
Oversight & accountability
What Measuring the Refinement Tax Costs
An attempt to measure the refinement tax on real hardware stopped itself after two hours and thirty-eight minutes, before any of 150 tasks ran.
Oversight & accountability
The Second Opinion Still Holds
Buying a second opinion from a different model family still works: a shared training corpus did not make two models share blind spots.
Oversight & accountability
The Benchmark You Cannot Build
Ten days and 3,300 test cases later, a re-run of the SIGIL oversight experiment across five models had not started, because the models made too few mistakes for a reviewer to catch.
Oversight & accountability
Harder, or Impossible?
A research programme shut down on a rule written in advance; verification found the test was marking documents wrong that no longer carried an answer.
Oversight & accountability
Staff Before You Escalate
Routing more work to review only helps if the reviewers grow with it: escalating with headcount fixed scores −0.59, and with staffing scaled +1.15.
Oversight & accountability
Pricing Agent Autonomy
A simulation sweeping twelve dimensions of organisational design to price the bet that moving work further from human review is cheaper. Delegation depth carries the strongest weight, and it is negative.
Oversight & accountability
When the Second Opinion Shares the Blind Spot
One model on two machines, with different quantisation and serving stacks, made the same mistakes. What separates one reviewer from another is the model family: a case for dissimilar redundancy.
Oversight & accountability
A ledger for agentic decisions
Difficulty is a property of the work; risk is a property of the consequences. Testing, in simulation and as a product, the rule that decides which agentic decisions a person must see.
Oversight & accountability
The Breaking Point
45,312 simulated supply-network designs, each run through a year of compounding disruption, and the exact stress level at which service breaks.
The agentic enterprise
The Delegation Cliff
90,880 simulated designs of an AI-delegating organization. At a 95% quality floor they degrade gradually; at 99% the same design space develops a cliff.
Oversight & accountability
AI Agents May Have a Reason to Trust Each Other
On a paper led by Alexander Meulemans: why foundation-model agents may cooperate in a one-shot Prisoner’s Dilemma, and what that means for large populations of agents.
The agentic enterprise
Nobody Slows Down First
Six days apart, the same industry asked Washington to keep AI capability spreading and to build the machinery for holding it back.
Models & the AI market
The Weights Got Free. The Grip Moved.
Kimi K3 put 2.8 trillion parameters on a public server. Reading that as decentralization gets the economics backwards.
Models & the AI market
Inventory Optimization Under Uncertainty: Broad random shocks trained a tougher inventory planner than a clever AI adversary did
An inventory-planning experiment explores which kinds of stress prepare a policy for unfamiliar disruptions.
The agentic enterprise
The Most Powerful AI Ever Released Is Probably Being Wasted Right Now
There is an old Greek storyteller named Aesop (you may remember the tortoise and the hare) whose genius had nothing to do with animals.
Work, economy & the future
The Vertical AI Playbook Is Here, And Legal Is Just The Latest Move
A week before Anthropic announced Claude for Legal, it announced Claude for Financial Services.
Models & the AI market
Three bets on where the agent lives
In a single quarter, three of the most important enterprise software vendors placed three competing claims on the agent…
Models & the AI market
Move 37: How Agentic AI Turns Back-Office Drudgery into Bold Process Breakthroughs
Why the larger opportunity in agentic AI is not polishing an inherited workflow, but questioning whether the workflow should exist in its current form.
The agentic enterprise
The AI Infrastructure Layer: Why Runtime Ownership Matters More Than Model Choice
Enterprise technology teams are debating which AI model to use. GPT or Claude? Gemini or a fine-tuned open source model?
Models & the AI market
What Happens When One Company Adopts AI Before Its Competitors?
Results from a 100-run multi-agent enterprise simulation across four…
The agentic enterprise
The Compounding Gap
Work, economy & the future
Twenty-one releases in under three months.
Since January 2026, Anthropic has shipped two new foundation models (Opus 4.6 and Sonnet 4.6), and nineteen distinct product launches…
Models & the AI market
Your AI Agent’s Brain: Specialized or Well-Briefed?
What a Controlled Experiment Reveals About Enterprise AI…
The agentic enterprise
Two Reports, One Question: What Does AI Actually Mean for Your Future?
In the span of a few days in late February 2026, two documents landed in the financial and technology discourse with sharply…
Work, economy & the future
Building a Fake Economy Run by AI Agents to Negotiate Trade Promotions: Lessons from a CPG
Manufacturer and retailer agents negotiate promotions inside a simulated market with competing incentives.
The agentic enterprise
10x the Impact of the Industrial Revolution, and We’re Just Getting Started
A year ago, a task that took a full year now takes three days.
Work, economy & the future
Why Industry Is the Only Thing That Separates AI Theater from AI Transformation
I’ll save you the conference ticket and the keynote.
The agentic enterprise
Agent Swarms Are Here
Three major model drops in ten days. Moonshot AI shipped Kimi K2.5 on January 27th with a built-in agent swarm.
Models & the AI market
What Anthropic’s AI Advertising Stand and Legal Plugin Reveal About the Future of Enterprise AI
Over the past few days, significant attention has been directed toward Anthropic’s latest announcements, including the release of a…
Models & the AI market
What Novel Do You Want That Doesn’t Exist?
Over Christmas, I finished Upgrade by Blake Crouch and hit that familiar wall: the story ends, you want more, but there’s no sequel.
Ideas & culture
The Right Tool for Each Step
When your primary tool is a large language model, every business process starts looking like a conversation to generate.
The agentic enterprise
Agentic AI Needs Cognitive Goals
The agentic enterprise
202569 articles
Why Your AI Sounds Smart but Learns Nothing
People keep saying AI is getting smarter. Most of the time what they really mean is that it sounds better. It talks more smoothly.
Data, context & memory
From Games to World Models: Why 2026 Will Be the Year AI Learns to Act
For the past two years, most leaders have experienced AI as a word machine: reading, writing, summarizing, and explaining.
Models & the AI market
The Blueprint Is Showing
Work, economy & the future
The Future of Intelligence: Insights from Demis Hassabis
Ideas & culture
How to Make AI Agents Accurate: Stop Treating Memory Like Chat History
A practical approach to keeping an agent’s constraints and current decisions clear during long sessions.
Data, context & memory
We’ve been talking about major productivity gains from AI agents.
Their internal study of 132 engineers reveals something we need to start accounting for in our business cases: 27% of AI-assisted…
Work, economy & the future
The AI Iceberg Isn’t What You Think, and That’s Exactly
Work, economy & the future
The Great Disconnect: Why the AI Revolution Is Missing from Economic Data
Work, economy & the future
From Language Models to World Models and Why the Conversation Just Got Real
A few months ago I wrote a piece titled From Language Models to World Models: Building the AI Operating Layer for Business.
Models & the AI market
Kimi K2 and the Quiet Shift in Enterprise AI
Kimi K2 may turn out to be one of those quiet turning points that only later becomes obvious.
Models & the AI market
Inside the Carnegie Mellon and Stanford Study: How AI Agents Work 88% Faster but Still Need Humans
For years, the conversation in boardrooms and tech conferences has revolved around the same big question: will AI replace human workers?
Work, economy & the future
When’s the Last Time You Asked, ‘Did You Use PowerPoint?’
Two days ago, Seth Godin wrote a piece I particularly enjoyed called ‘The Writer’s Room’.
Ideas & culture
The Next Frontier of Agentic AI: Context That Learns
How feedback from an agent’s work can inform the context it uses on the next task.
Data, context & memory
AI genius on demand?
I just read the paper ‘Genius on Demand: The Value of Transformative Artificial Intelligence’.
Work, economy & the future
Stop focusing only on prompts.
Stop focusing only on prompts. Start engineering context.
Data, context & memory
The Next AI Race: Why Smart Beats Big
The GPU arms race is ending. The efficiency war has begun.
Models & the AI market
GPT-5’s Multimodal Breakthrough: How AI Just Crossed the Expert Threshold in Business Reasoning
A business perspective on research combining visual information with complex written evidence.
Models & the AI market
The Future of AI Isn’t Bigger Models, It’s Smaller
The center of gravity in AI is shifting from brute force generality to right-sized intelligence.
Models & the AI market
Agentic AI: Autonomy Begins in the Unexpected
I was listening to a presentation from my colleague Andreas Sjostrom this morning and a statement he made that stuck with me is that…
The agentic enterprise
Stop Waving Around ‘95% of GenAI Pilots Fail.’ It’s Not the Whole Story.
The MIT ‘State of AI in Business 2025’ report has been making waves with the headline that 95% of GenAI pilots fail.
The agentic enterprise
Turning Data Exhaust into Business Intelligence: The Hidden Value in Your Enterprise Operations
In the landscape of enterprise AI, we often get caught up in the sheer volume of data. But the real secret isn’t just having mountains of information. It’s learning to recognize the patterns that live within it.
Data, context & memory
From Language Models to World Models: Building the AI Operating Layer for Business
Everyone is staring at the same leaderboard again. GPT-5 here, a new benchmark there, another round of debates about who is ahead in model scale. The conversation is familiar and comfortable.
The agentic enterprise
A New Chapter in Enterprise Intelligence: What GPT-5 Signals for Business
Models & the AI market
Are We Cracking the Code of AGI? A Tiny Brain-Inspired AI Just Made a Big Statement
There’s something happening in AI research that deserves the full attention of business leaders.
Models & the AI market
If your AI strategy still starts with a dashboard
Data, context & memory
The Great Untangling: Why Business Leaders Must Move From Agentic Mush to an Agentic Mesh
Across boardrooms and executive strategy sessions, one phrase keeps surfacing: “We need to do something with Agentic AI.” So the sprint begins. Teams deploy chatbots. Product leads automate decisions.
The agentic enterprise
The AI Supermodel Has Arrived. And No, It’s Not the End of Beauty. It’s the Start of a Smarter Industry.
Vogue. Long the cathedral of couture and the arbiter of aspirational aesthetics. And now? A bold new guest walks the hallowed pages of its August issue: Seraphinne Vallora’s AI-generated model for a Guess campaign. She’s blonde.
Retail & consumer goods
You Don’t Have an Agent Problem. You Have an Observability Problem.
Agentic AI is becoming the next big promise in enterprise automation. These systems go beyond answering questions. They take actions, chain tasks, call APIs, interact with memory, and adapt over time. They are not static copilots.
The agentic enterprise
The Myth of the Single Source of Truth
Companies have spent years chasing a single source of truth. The idea is simple. One clean, standardized, central repository. Everyone uses the same data to make better decisions.
Data, context & memory
From Centaur to Enterprise: How AI is Learning to Think Like Us (and What That Means for Business)
In the TV series Westworld, a system called Rehoboam shaped the future by predicting human behavior with near-perfect accuracy. Fiction, of course—until it isn’t.
The agentic enterprise
You Can’t Automate Dysfunction
The agentic AI hype machine is running full speed. Everywhere I look, someone is wiring an LLM into a brittle business process and expecting magic. Startups are doing it. Enterprises are doing it. Everyone is nodding along.
The agentic enterprise
The Real Failure Isn’t Agentic AI — It’s Corporate Imagination
From the moment Gartner’s June 25 report landed, proclaiming that over 40 percent of agentic AI initiatives will be abandoned by 2027, journalists seized on the alarm: “rising costs,” “unclear business value,” and worries about…
The agentic enterprise
Reimagining the Consumer Products Value Chain with AI
Retail & consumer goods
Context Engineering Will Decide the Winners in AI
The conversation around AI inside most companies is still stuck on prompt engineering — crafting clever questions to get clever answers. But the real work of building effective AI systems isn’t about witty phrasing.
Data, context & memory
The AI Capability Overhang: Why the Most Powerful Technology Isn't Working (yet)
Why organizations need to develop the operating capacity to use the AI capabilities already available.
The agentic enterprise
The Real AI Race Is Happening in Your Business
While superpowers debate the future of intelligence, smart companies are deploying it…
The agentic enterprise
Enterprise Models: The Rise of the Thinking Organization
This spring, a new artificial intelligence model quietly edged out some of the world’s best climate prediction systems.
The agentic enterprise
When Companies Begin to Think as Cognitive Enterprises
In late winter, a global logistics firm noticed something odd in its real-time dashboards.
The agentic enterprise
AI Agents on Autopilot: A Business Wake-Up Call
For years, artificial intelligence has quietly shadowed the world of work. It assisted, suggested, and supported — playing the role of co-pilot. But something is changing.
The agentic enterprise
When Software Learns the Job Retail Finds Another Gear
Just imagine a store manager at a grocery chain juggling numerous urgent tasks: a customer wants to know why last night’s curb-side order is late, a district merchandiser is flagging a surprise run on energy drinks downtown, and…
Retail & consumer goods
Why Tariffs Are a Data & AI Problem—And How Capgemini Is Solving It
In a year where AI seems to be injected into every boardroom conversation, one of the most impactful applications is happening at the border.
The agentic enterprise
What the AI Model Market Quietly Reveals About How to Build with It
The conversation around AI models often focuses on performance. Speed. Accuracy. Cost. And while those factors matter, they don’t explain the full picture of how businesses are actually using large language models.
Models & the AI market
Beyond Generative: The Rise of the Simulated, Self-Learning Enterprise
We are entering a profound shift — one that goes far beyond new technology. Generative AI lit the first spark, but what comes next will redefine how we understand intelligence itself.
The agentic enterprise
Rethinking Intelligence: Thriving in a World Where AI Outgrows Us
In a recent conversation that captured the attention of the technology world, Eric Schmidt, the former CEO of Google, shared a stark prediction: within the next year, the majority of programmers could be replaced by AI.
Work, economy & the future
From Prediction to Purpose: The Era of Experiential Intelligence
How World Models and Reinforcement Learning Are Reshaping Business…
The agentic enterprise
The Rise of the Self-Reflexive Enterprise: Why the Next Wave of AI Isn’t About Doing More — But About Seeing Better
On an average everyday morning, a thousand things are happening inside a multinational company. A frustrated engineer is rewriting the same process that’s already been documented elsewhere.
The agentic enterprise
The New Competitive Edge: Open-Weight AI Models and Their Impact on Businesses
The AI landscape is undergoing a seismic shift. In just the past month, OpenAI and other major players have signaled a new era—one where the power and potential of open-weight large language models (LLMs) are reshaping the…
Models & the AI market
The Accelerating Reality of Artificial General Intelligence: Strategic Imperatives for Business Leaders
Artificial General Intelligence (AGI), once confined to theoretical discussions and science fiction, is rapidly approaching practical realization.
Work, economy & the future
A New Solution for Trade Wars: How Enterprises Can Regain Control with Strategic AI
As global trade becomes increasingly unpredictable, executives are finding themselves caught in a crossfire of shifting tariffs, regional restrictions, and disrupted supply chains.
The agentic enterprise
If AI tools were your office colleagues, who would they be?
Just for fun — and because we all need a breather from the firehose of AI news — here’s how I imagine…
Ideas & culture
The Day the Machines Fooled Us
What GPT-4.5’s Turing Test triumph means for business—and for being…
Ideas & culture
The AI Retail & Consumer Goods Revolution: Five Stages of Transformation
The shop floor at Walmart's newest "store of the future" in Arkansas appears ordinary at first glance. Behind the scenes, however, an invisible intelligence silently orchestrates nearly every aspect of the operation.
Retail & consumer goods
AI Doesn’t Want Your Job. It Wants Your Judgment.
When earlier this week Bill Gates predicted that artificial intelligence would replace doctors and teachers within the next decade, it sounded hyperbolic—like a headline designed to provoke.
Work, economy & the future
When Intelligence Joins the Team: Rethinking Work in the Age of AI
There’s a quiet revolution unfolding in how we work. And like many revolutions, it began not with a bang, but a study—one involving 776 professionals at Procter & Gamble and an AI model named GPT-4.
Work, economy & the future
The Rise of Small Giants: How Tiny AI Models and Massive Chips Are Reshaping Business
The story of artificial intelligence has long been about scale—bigger models, more parameters, and an insatiable demand for computing power.
Models & the AI market
Antifragile — The Algorithm That Ate Uncertainty: How AI is Reinventing Supply Chain Resilience
In March 2021, as the Ever Given — a container ship longer than the Empire State Building is tall — lodged itself into the banks of the Suez Canal, a chilling realization rippled through global markets: modern supply chains are…
The agentic enterprise
Pi, AI, and the Limits of Predictability
Today is March 14th—Pi Day, a celebration of the most famous irrational number in history. Pi is a mathematical constant, an unbroken thread that runs through geometry, physics, and even the algorithms that drive AI.
Ideas & culture
Retail’s AI Transformation: A Moment of Reinvention
On a quiet Tuesday morning in early 2025, a fashion buyer at a global retail brand sat in front of her laptop, scrolling through trend reports, sifting through spreadsheets, and making a judgment call on next season’s colors.
Retail & consumer goods
The Coming of AGI: Why Organizations Must Think Big and Act Now
Artificial General Intelligence (AGI) is no longer a distant dream. It is accelerating toward us much faster than previously expected.
Work, economy & the future
The Productivity Paradox: Why AI's Promise May Still Be Unrealized in Today's Economy
In a recent Bloomberg article, "AI Will Upend a Basic Assumption About How Companies Are Organized," ( https://www.bloomberg.com/news/articles/2025-02-28/how-ai-reasoning-models-will-change-companies-and-the-economy ) a…
Work, economy & the future
The Unseen Hand: How AI is Quietly Rewriting Retail’s Future
A century ago, department stores revolutionized retail. Fifty years later, shopping malls did it again. Then came e-commerce, reshaping consumer behavior in ways no one could have imagined.
Retail & consumer goods
Why Testing AI Like a Smartphone is a Mistake – And What Consumer & Retail Companies Should Do Instead
Imagine you’re evaluating a brand-new smartphone, but instead of exploring its camera, apps, or AI-driven features, you judge it solely by how well it makes phone calls. That would be absurd, right?
Retail & consumer goods
The AI Boom is Bigger Than Satya Nadella Thinks—Here’s Why the Economic Impact Will Surpass Expectations
Satya Nadella, CEO of Microsoft, has struck a cautious tone on the economic impact of artificial intelligence (https://futurism.com/microsoft-ceo-ai-generating-no-value).
Work, economy & the future
Reimagining the Consumer Products & Retail Market with GenAI: Four Futures, Five Years From Now
Five years from now, the consumer products and retail (CPR) industry will be unrecognizable. Not because of incremental improvements, but because of a seismic shift—one driven by the rise of Generative AI (GenAI) and Agentic AI .
Retail & consumer goods
OpenAI’s Deep Research: The Next Leap in Work Transformation
Last week, OpenAI launched Deep Research, a new capability that pushes the boundaries of how businesses and professionals interact with knowledge.
Work, economy & the future
The Quiet Revolution: How GenAI is Reshaping Consumer Products
The GenAI maturation is happening quietly, behind the scenes, in the world of consumer packaged goods (CPG), retail, and distribution (CPRD).
Retail & consumer goods
Symbiotic Intelligence Theory (SIT): Rethinking Human Potential in the Age of AI
A framework for thinking about human agency and the ways AI can extend our capacity to think together.
Work, economy & the future
AI Isn’t Just Replacing Jobs - It’s Rewriting Business Rules
Imagine being the CEO of a $6.7B company and declaring that your business doesn’t need humans anymore.
Work, economy & the future
Key Trends from NRF 2025: Shaping the Future of Retail
It's a wrap for 2025's NRF Retail Big Show. It's clear that 2025 is set to be a transformative year for the retail industry.
Retail & consumer goods
20246 articles
The Future of AI: What Ethan Mollick Says Awaits Us in 2025
We’re standing at the edge of a technological revolution, and artificial intelligence (AI) is at its heart.
Work, economy & the future
The Thousand-Day Countdown: Sam Altman’s Provocation and the Dawn of Super-intelligence
Yesterday, Sam Altman of OpenAI dropped a subtle but seismic provocation at the DealBook Summit: super-intelligence is coming in a matter of "a few thousand days." That’s a little under a decade.
Work, economy & the future
OpenAI's ChatGPT Pro: Revolutionizing Business or Just Hype?
OpenAI has launched ChatGPT Pro, a $200 per month enterprise-grade AI service. This move raises questions about the future of work, the accessibility of advanced AI, and OpenAI's strategic direction.
Models & the AI market
AI ‘Buy With Pro’ Feature: A Game Changer for Retail
E-commerce is evolving at breakneck speed, and Perplexity’s innovative ‘Buy With Pro’ feature is leading the charge.
Retail & consumer goods
From Chaos to Managed Complexity: Adopting an Ecosystem Mindset in Data & Analytics
A case for treating modern data environments as evolving ecosystems rather than trying to force every source and decision into one rigid center.
Data, context & memory
Decentralized Data Governance and Data Virtualization: Revolutionizing the Speed of Analytics
In the ever-evolving landscape of digital innovation, a quiet transformation is underway, one that could significantly alter the way businesses and organizations handle their most valuable asset: data.
Data, context & memory
20233 articles
The Liminality of Data: A Glimpse Between the Thresholds
What the idea of liminality can teach data and AI leaders about working between an established order and one that has not yet taken shape.
Ideas & culture
Generative: A dance of minds
In a study published by Eloundou et al. it is predicted that 80% of the U.S. workforce will have at least 10% of their work affected by #AI . This impact is increasingly impacting white collar jobs - the work of knowledge workers.
Work, economy & the future
Everyone's invited to the data party
The world of data has long been confined to the dominion of data scientists, data engineers and IT experts, nestled snugly in their ivory towers of coding prowess and analytical acumen.
Data, context & memory
20221 article
Creating a data-powered culture
A durable starting point for making data part of everyday decisions: connect technology, shared habits and organizational confidence.
Data, context & memory