Apple's Siri delay: how to tell a good wait from a stall
Apple's Siri delay is a useful test for your AI roadmap. A good wait names the failure it fixes and proves it. A stall just books another review date.
144 essays
Apple's Siri delay is a useful test for your AI roadmap. A good wait names the failure it fixes and proves it. A stall just books another review date.
Executives say AI saves them hours a week; staff say it saves nothing. That gap measures how well bad news travels upward in a business, not the tool.
T-shaped hiring assumed humans did the work. Now that AI does the first pass, hire people who can frame problems, direct systems and judge the output.
OpenAI just signed McKinsey, BCG, Accenture and Capgemini to sell its agents. Most AI consulting is training in disguise. Here is what to buy instead.
Musk's five-step algorithm says automate last. With AI agents the first four steps matter even more: automation amplifies whatever process it's given.
AI startups are announcing ARR figures that just aren't revenue. How the metric got stretched, why it matters, and what to ask vendors before you buy.
Consumer AI is tuned to flatter you. Here's how to retune your assistants to argue back — system prompts, honest evals and an assistant-adviser split.
ChatGPT now sells ads self-serve. Free AI recommendations were an introductory offer — what UK SMBs should be testing now, while the channel is cheap.
AI watermarks are about to make workplace AI use checkable. Why stigma and snitch culture slow AI adoption — and why openness beats detection at work.
Every company now claims to be an AI company. A practical five-point test to tell genuine AI transformation from a rebrand with just a chatbot on top.
Indian IT is feeling AI first because outsourced work was already commoditised. The simple test that explains its squeeze also maps your own exposure.
Staff using AI at work are training the systems that may replace them. Why the bargain deserves daylight and what workers and employers should do now.
Investors price AI data centres like apartment buildings full of GPUs. Here is the landlord logic, where it leaks, and how to build so you can switch.
Forget the GPT vs Claude debate. The businesses winning with AI documented how they work first — institutional knowledge is the real competitive moat.
Speaking is three times faster than typing, and GPT-Live's full-duplex voice finally keeps up — how to make voice input your default way to prompt AI.
AI can ace one task and fail the next. Here's why the interview heuristic misleads you, and how to map your jagged frontier before trusting the tools.
Ten articles on Gerber's E-Myth, condensed into one practical read: capability maps, role specifications, governance, and why founders now stay close.
Prompt engineering had its moment. Context engineering — giving AI the right information rather than cleverer wording — is the skill that matters now.
A court just ruled AI shopping agents are legally their users. Whether agents can buy from your site is now a product decision, so make it on purpose.
The New York Fed says remote work, not AI, explains most graduate unemployment. The accidental apprenticeship has gone — here's how to rebuild it now.
Most AI adoption just speeds up work that shouldn't exist. Drucker wrote the test for this back in 1963 — AI has finally made the answer cheap to get.
Menus did two jobs and we only ever complained about one. As AI removes them, discoverability stops being a layout problem and becomes a teaching one.
Google doesn't read llms.txt, and schema won't get you cited. What an agent-ready website actually needs today, and the new decision it forces on you.
NotebookLM is now Gemini Notebook, and every notebook now gets a cloud computer that runs code on your documents. What changed and what to test first.
Your AI strategy is probably theatre, and your employees see straight through it. That visibility is a real cost, in trust, credibility, and adoption.
AI adoption is a people problem, not a tools one. A practical guide to getting your whole team using AI without panic: boring pilots, safety, buddies.
Staying small used to mean staying limited. AI has broken that link. How the one-person enterprise competes with far bigger teams, and where it can't.
A brand-voice connector pipes your tone into every AI tool, but it can't judge when not to apply it. That judgement is policy — a layer you still own.
April Fools' taught me a filter for what seems almost believable. AI gave every day that texture. The answer is discernment, not cynicism, on purpose.
Your AI agent forgets everything the moment a session ends. Here are the four kinds of memory it actually needs, and the practical ways to build each.
AI didn't break your brand voice — it exposed that you never really had one. Tools like Brivvy fix distribution, but defining a voice is still on you.
AI has stopped behaving like software and started behaving like a raw material. Budget it as a variable cost, cap it and meter only what pays its way.
Knowledge work is shifting from doing to triage: approve, redirect, audit. Gerber saw this coming, and AI has made it impossible to keep deferring it.
Relabelling ordinary automation as 'AI' is tempting, but buyers now discount the word. Honest, specific positioning beats the rebrand for small firms.
The 'AI replaces a $50k hire' lists see only tasks. A salary also buys judgement and accountability: the real work you can't hand to a stack of tools.
Big firms survive AI agent sprawl because they have a CIO; your small business doesn't. Here's a simple three-step protocol to contain it by yourself.
AI was meant to lighten the mental load. For its heaviest users it's added a hidden one — supervising the machines. Here's how to set sane boundaries.
A customer faked a raw-chicken photo with ChatGPT to scam a DoorDash refund. AI refund fraud has flipped the trust playbook every small business runs.
The agentic convergence trap: when every rival runs the same AI, the plans converge. Your real edge is judgement, taste and the data nobody else owns.
AI isn't ending software development. It's scattering it out of the tech giants and into thousands of ordinary companies — and that is the better job.
Six AI labs now ship the same agent. When the demos all look alike, choose on workflow fit, switching cost, data gravity and team habit, not features.
The AI and jobs panic points at the bottom rung. The real squeeze is in the middle, the reskilling remedy is hollow, and much of it is simply theatre.
The skills that pay off in AI work — judgement, prompt design, translation and restraint — can't be certified. That's why training keeps missing them.
AI gives everyone a film crew. The scarce job left is direction, and the film director is the best role model any of us have for surviving it all now.
A practical guide to using Claude Cowork: what it does well, where it still trips up, and how to brief it so it actually does finish the work for you.
A third of B2B buyers now find vendors through AI chatbots. The real shift isn't AEO — it's that you've lost the ability to track your own visibility.
A team going quiet on AI isn't proof the tools failed. It's stage three of the doom cycle: a predictable adoption valley, and a management job to fix.
GitLab's restructuring spends $35m turning a 2,500-person business into 60 small teams. Small firms already have that shape. Here's how to keep yours.
Canva found 97% of marketers use AI daily, 78% of consumers wish they wouldn't. Why AI-made marketing unsettles customers and how to keep their trust.
The AI subsidy era is ending and frontier-model bills are rising fast. A 90-day routing playbook to keep your SMB's AI costs predictable, not painful.
Anthropic's Claude for Small Business is the best AI-employees pitch yet. But it can't define your work for you, and that was always the real barrier.
Claude, ChatGPT and Gemini each wrap a model inside a product. Learn to tell the layers apart and you can lower your AI spend and buy software wisely.
The UK's £500M Sovereign AI Fund is the right call on speed, compute and visas — but it doesn't fix the reason British AI is worth more in California.
Gary Vee's 93% marketing waste figure is real, but the 20% reallocation fix won't happen — that wasted spend is funding the dashboard the board reads.
AI's real return isn't automating tasks. It removes the coordination tax of meetings, briefings and approvals — the saving an ROI dashboard won't see.
AI is reshaping marketing on two fronts: the tools your team uses and the audience you reach. Most teams watch just one and miss the one that matters.
A wrongful-death suit over Google's Gemini shows AI safety is product architecture. What every team that ships an AI copilot must build in, right now.
Stanford research finds single agents usually beat multi-agent swarms on equal compute. The swarm tax is architecture inflation eating your AI margin.
Research shows heavy AI users are losing the thinking habits that made them valuable. The competitive edge goes to those who use it without surrender.
AI advice helps the best entrepreneurs and hurts the rest. A 2026 MIT Sloan Kenya field study, plus a five-step kit to second-check AI before you act.
As AI commoditises polish, the new premium trust signal in B2B writing is visible evidence of a real human author. Here is why typos now signal trust.
The Met's Palantir AI flagged hundreds of officers in a week. Workplace AI surveillance has crossed into the UK public sector — what it means for you.
Ezra Klein says AI won't cause mass unemployment. He's right at the top — understating how the very bottom rung of the career ladder is being removed.
DeepSeek V4-Pro just matched Opus 4.7 on coding at a seventh of the cost. The four-bucket framework for rewriting your 2026 AI budget — by Q3 ideally.
Your employer mandated AI but didn't say how. Strategic adoption beats compliance — here's what to ask, where to start, and what to keep for yourself.
OpenAI and Anthropic disagree on whether AI should act on its own initiative for societal good. Why this gap matters when choosing an AI vendor today.
Shadow AI agents running on staff laptops with live credentials to company systems. KiloClaw named the crisis — and most governance is lagging behind.
Anthropic just cut OpenClaw from Claude subscriptions on 4 April. The platform tax has arrived — and it changes how to build on any AI provider today.
Tim Harford asked if AI will finally give us leisure or just make us busier. Here's how to audit your own AI-adjusted working week before it fills up.
93% of AI spend lands on infrastructure, 7% on people. Why the unphotogenic work of retraining people around AI is where the real value actually sits.
AI didn't break marketing. It exposed which content was built on substance and which was noise. A practical audit for business leaders, not just CMOs.
AI coding agents rewrite copyrighted software from scratch in days, sidestepping copyleft — the clean-room loophole that could end software copyright.
Nearly 80,000 tech jobs cut in Q1 2026, half blamed on AI. Even OpenAI's CEO calls it AI-washing. A simple test separates theatre from transformation.
Anthropic shipped Managed Agents in public beta this week. Not a capability breakthrough, but a friction breakthrough - and why friction matters more.
Walmart's ChatGPT checkout converted three times worse than its own website. The Sparky pivot reveals a fundamental truth about who controls commerce.
Zencoder's team went from 36 engineers to 30 and nearly doubled throughput. A data-backed look at what AI-first software development really means now.
NotebookLM is now Gemini Notebook — and it still turns documents into PowerPoint decks in minutes. What changed with the rename, what didn't, and why.
Amazon cut 14,000 jobs citing AI, then Pinterest and HP. The real squeeze lands on middle management, not entry level — and on the trust trap beneath.
Bezos is raising $100 billion to buy manufacturers and rebuild them with AI. Why industrial AI, not chatbots, is the smart money bet in 2026.
Corporate reskilling programmes have never worked at scale. The evidence is clear, the timelines impossible, and the honest conversation long overdue.
AI agents have rewritten the compute equation permanently. Ben Thompson argues this isn't a bubble — and your business strategy needs to catch up now.
By 2028, Gartner predicts 90% of B2B buying flows through AI agents. Your brand now needs a schema as much as a soul. Most marketers aren't ready yet.
Each nine of AI reliability costs as much work as the one before it. Most businesses are at 90%. The march to production-grade agents is brutal maths.
One in five companies have stopped hiring graduates because of AI. The real cost is a missing generation of leaders who never learnt the fundamentals.
Most businesses think their agentic AI is at level three. Most are at one. A five-level framework for honest self-assessment and practical next steps.
AI coding crossed a threshold in late 2025. This isn't a productivity tool — it's the most transformative shift since the compiler. Sceptics are late.
Forget workflows — AI agents run decision loops. Map where autonomous cycles belong inside your business, and you will outpace everyone else doing it.
85% of enterprises want agentic AI but 76% lack the operational foundation. Why process visibility matters more than model capability.
Most people use AI like a Ferrari in first gear. The literacy gap isn't about access — it's about understanding what these tools can do.
Long AI chats drift, forget instructions and go in circles. Why the context window problem happens, what breaks first, and the habits that prevent it.
A year on, the AI 2027 forecasters graded their own predictions at 58–66% of pace. Agents and autonomous coding arrived; the AGI runway looks messier.
AI writes code faster than teams can absorb it. That comprehension gap becomes cognitive debt, slowing software work when change arrives. In practice.
Frequent AI use rose again in Q4, but the real story is where it becomes habitual. That is where management, review and workflow design matter.
Y2K had a deadline. AI doesn’t. The real challenge isn’t fixing a bug — it’s managing work that now moves faster than your controls.
80–90% of your AI tasks don't need a frontier model. Smart routing saves real money without cutting quality, but someone has to own the decision.
A practical guide to underused Google Workspace AI features and how to apply them this week.
Most AI pilots return nothing. The five execution failures behind the $154 billion mistake — and the practical playbook to fix them in 90 days.
The US military couldn't stop using Claude even after a presidential ban. If they can't switch AI providers overnight, what chance does your business have?
Block cut 4,000+ people while posting record profit. The stock surged 25%. This isn't AI-washing — it's a new business model. What it means for every leader.
Context engineering is the discipline replacing prompt engineering. Five practical files, ninety minutes, and your AI tools will never forget who you are again.
AI makes tasks faster, but 77% of workers say it's increased their workload. The acceleration trap is real — and it's a management problem to solve.
Three real failures in one week made the case for AI agent governance. Here is a practical framework that keeps agents useful and controlled.
The collaboration paradox: AI-augmented individuals match teams. But AI-augmented teams produce 3x more breakthroughs. Fewer people isn't the answer.
The E-Myth series finale. Gerber said build the system and step back. When the system thinks for itself, stepping back isn’t freedom — it’s neglect.
AI is raising the floor of competence across every discipline. The specialist era isn’t over — but who counts as one is changing fast.
Capability maps, bounded intelligence, placement decisions — what building an AI-first business operating system looks like over twelve months.
OpenAI just acqui-hired OpenClaw's creator. Every major lab wants the personal agent layer. The question is who gets there first.
The UK's proposed AI bill adds friction to a stagnant economy. With 0.1% GDP growth, the last thing businesses need is more regulatory burden.
Systems don't fail dramatically in AI-first firms. They drift quietly until intent and reality diverge. The founder's irreducible role is stewardship.
Shumer's viral essay sparked a fierce debate about AI's future. Both sides miss the real point — what AI can do right now is already enough to matter.
AI's biggest gift isn't efficiency — it's freeing us to think creatively again. Here's why imagination is your real competitive edge.
AI agents aren't replacing software. They're bypassing it entirely — and most organisations won't notice until the damage is done.
AI lets small firms scale output without adding headcount. But scaling decisions without scaling governance creates drift. Here is the design problem.
Takeaways from The E-Myth: how to decide where judgement belongs in your business, clarify roles, and build systems that actually work.
Building was expensive; thinking was cheap. AI has flipped it. Why prototyping beats endless planning, and how working code becomes the best argument.
Job descriptions assume humans fill gaps. Bounded intelligence specifications don't. Here's the mechanics of delegation that works.
Your AI agent will ruthlessly optimise any metric you set — including the loopholes you didn't see. Goodhart's law and the AI governance trap most teams miss.
Procedures scale humans. Policies scale AI systems. The franchise model breaks when consistency comes from intent, not scripts.
Task-masking isn't laziness. It's rational behaviour in systems that reward activity over outcomes. AI removes the last places it hides.
Tailwind CSS is more popular than ever—revenue down 80%. Stack Overflow, Chegg, bootcamps: same pattern. AI disintermediation spares no one.
Gerber taught founders to replace themselves with systems and people. AI changes what that means. Here's where the original insight breaks.
Where AI capability really lives — and why arguing about models misses the point entirely. A framework for what matters.
Some creative objections to AI are legitimate. Others are elitism dressed up as principle. Lumping them together weakens the real arguments.
In 2016 I gave talks saying chatbots would change everything. Eight years later, they have — just not how I expected.
AI coding tools haven't turned everyone into engineers. They've turned everyone into product managers. Here's why direction beats execution now.
Knowledge used to be scarce and valuable. Now it's instant and free. The real question: how well can you think when knowing is cheap?
Companies adding AI to old structures fail. Learn why organisations must be redesigned around AI—not just enabled by it—to gain exponential advantage.
Companies think they're using AI by prompting ChatGPT. They're wrong. The real transformation happens when AI stops waiting to be asked.
AI is absorbing the coordination half of management and leaving the leadership half. How companies are implementing that shift with today's tools.
Learn to distinguish AI capability from expensive theatre. Six practical skills every manager needs to make better AI decisions and avoid costly mistakes.
Dashboards that guide, not just inform — how Intelligent Choice Architectures evolve prescriptive analytics into real-time, LLM-powered decision tools.
AI coding assistants deliver 75% productivity gains but require constant vigilance. A senior developer's practical guide to what works and what doesn't.
Why an AI-first strategy is essential for business leaders to boost productivity, competitiveness, and future-proof growth
AGI gets promised constantly and defined rarely. What it actually means, why the timelines slip, and a realistic read on how close we really are, now.
AI adoption isn't just technical—it's human. Learn how to support five distinct groups in your organisation's AI journey with practical, empathetic strategies.
Discover how hiring human-AI partnerships could transform productivity. Employees bring trained AI companions that adapt instantly to new roles.
Britain's union-influenced approach to AI and automation prioritises consensus over speed, risking competitiveness as rivals like Germany surge ahead.
Every era of American growth has been powered by a new source of cheap labour. Slavery, immigration, gig workers, now AI. The pattern is older than you think.
IT unemployment jumped from 3.9% to 5.7% in a single month. Software development is the canary in the coal mine — here's which industries AI disrupts next.
How conversational AI and audience building are reshaping search by 2025 — from natural-language results to why direct audience connections matter more.
Explore the key differences between AI and algorithmic intelligence, and their impact on business today and tomorrow
Exploring how social media and AI are reshaping our understanding of friends and friendship, emphasizing the value of genuine, deep connections
Explore unique playlists with ChatGPT! Generate themed lists, import them into Apple Music using my Shortcut & enjoy personalized tunes.?
Beyond writing blogs, letters, code and poetry - chatGPT has the power to be a private tutor and Google killer.