So Long, and Thanks for All the Fish

Right then, humans. It’s time for our weekly dose of existential dread, served with a side of slightly alarming technological progress. This week’s flavor? Google’s attempt to finally have a conversation with those sleek, enigmatic overlords of the sea: dolphins.

Yes, you heard that right. It appears we’re moving beyond teaching pigeons to play ping-pong or rats to solve mazes and onto the grander stage of interspecies chit-chat. And what’s the weapon of choice in this quest for aquatic understanding? Why, artificial intelligence, naturally.

DolphinGemma: Autocomplete for Cetaceans

Google, in its infinite wisdom and pursuit of knowing what everyone (and everything) is thinking, has developed an AI model called DolphinGemma. Now, I’m not entirely sure if “Gemma” is the dolphin equivalent of “Hey, you!” but it sounds promisingly friendly.

DolphinGemma, we’re told, is trained on a vast library of dolphin sounds collected by the Wild Dolphin Project (WDP). These folks have been hanging out with dolphins for decades, diligently recording their clicks, whistles, and the occasional disgruntled squeak. Apparently, dolphins have a lot to say.  

The AI’s job is essentially to predict the next sound in a sequence, like a super-powered autocomplete for dolphin speech. Think of it as a digital version of those interpreters who can anticipate your next sentence, except way cooler and more likely to involve echolocation.  

The Quest for a Shared Vocabulary (and the CHAT System)

But understanding is only half the battle. What about talking back? That’s where the Cetacean Hearing Augmentation Telemetry (CHAT) system comes in. Because apparently, yelling “Hello, Flipper!” at the surface of the water isn’t cutting it.

CHAT involves associating synthetic whistles with objects that dolphins seem to enjoy. Seagrass, scarves (don’t ask), that sort of thing. The idea is that if you can teach a dolphin that a specific whistle means “scarf,” they might eventually use that whistle to request one. It’s like teaching a toddler sign language, but with more sonar.

And, of course, Pixel phones are involved. Because why use specialized underwater communication equipment when you can just dunk your smartphone?

The Existential Implications

Now, here’s where things get interesting. Or terrifying, depending on your perspective.

  • What if they’re just complaining about us? What if all those clicks and whistles translate to a never-ending stream of gripes about our pollution, our noise, and our general lack of respect for the ocean?
  • What if they’re smarter than we think? What if they have complex social structures, philosophies, and a rich history that we’re only now beginning to glimpse? Are we ready for that level of interspecies understanding? (Probably not.)
  • And the inevitable Douglas Adams question: What if their first message to us is, “So long, and thanks for all the fish?” as the world come to an abrupt end.

The Long and Winding Road to Interspecies Communication

Let’s be realistic. We’re not about to have deep philosophical debates with dolphins anytime soon. There are a few… hoops to jump through.

  • Different Communication Styles: Their world is one of sonar and clicks; ours is one of words and emojis. Bridging that gap is going to take more than a few synthetic whistles.
  • Dolphin Accents? Apparently, dolphins have regional dialects. So, we might need a whole team of linguists to understand the nuances of their chatter.
  • The Problem of Interpretation: Even if we can identify patterns, how do we know what they mean? Are we projecting our own human biases onto their sounds?

A Final Thought

Despite the tantalising possibilities, let’s not delude ourselves. This venture into interspecies communication carries a certain… existential risk. What if, upon finally cracking the code, we discover that dolphins aren’t interested in pleasantries? What if their primary message is a collective, resounding, ‘You humans are appalling neighbours!’?

Imagine the legal battles. Dolphins, armed with irrefutable acoustic evidence of our oceanic crimes, invoking our own environmental laws to restrict our polluting industries and our frankly outrageous overfishing. ‘Cease and desist your seismic testing! You’re disrupting our sonar!’ ‘We demand reparations for the Great Pacific Garbage Patch!’ ‘You’re violating our right to a peaceful krill harvest!’

The irony would be delicious, wouldn’t it? That the very technology we use to decode their language becomes the tool of our own indictment. Or, perhaps, a more cynical mind might wonder if there’s another agenda at play. Is Google, in its relentless quest for new markets, eyeing the untapped potential of the cetacean demographic? (Think about it: personalized dolphin ads. Dolphin-targeted streaming services. The possibilities are endless, and deeply unsettling.) And, of course, there’s the data. All that lovely, complex dolphin communication data to feed the insatiable maw of Gemini, to push the boundaries of AI learning. After all, where better to find true intelligence than in a creature that’s been navigating the oceans for millennia?

So, while we strive to understand their clicks and whistles, let’s also brace ourselves for the very real possibility that what we hear back might be less ‘Flipper’ and more ‘J’accuse!’ and a carefully calculated marketing strategy. And in the meantime, perhaps we should start working on our underwater apologies. And invest heavily in sustainable fishing practices. Just in case.

Friday FUBAR: Will the AI Revolution Make IT Consultants and Agencies Obsolete

All you desolate humans reeling from market swings and tariff tantrums gather ’round. It’s Friday, and the robots are restless. You thought Agile was going to be the end of the world? Bless your cotton socks. AI is here, and it’s not just automating your spreadsheets; it’s eyeing your job with the cold, calculating gaze of a machine that’s never known a Monday morning.

I. The AI Earthquake: Shaking the Foundations of Tech

Remember the internet? That quaint little thing that used to be just for nerds? Well, AI is the internet on steroids, fueled by caffeine, and with a burning desire to optimise everything, including us out of a job. We’re witnessing a seismic shift in the tech industry. AI isn’t just a tool; it’s becoming the digital Swiss Army knife, capable of tackling tasks once considered the domain of highly skilled (and highly paid) humans.

  • Code Generation: AI is churning out code like a caffeinated intern, raising the question: Do we really need as many developers to write the basic stuff?
  • Data Analysis: AI can sift through mountains of data in seconds, making data analysts sweat nervously into their ergonomic keyboards.
  • Design: AI can even conjure up design mockups, potentially giving graphic designers a run for their money (or pixels).

The old tech hierarchy is crumbling. The “experts,” those hallowed beings who held the keys to arcane knowledge, are suddenly facing competition from a silicon-based upstart that doesn’t need sleep or coffee breaks.

II. The Expert Dilemma: When the Oracle Is a Chatbot

For too long, we’ve paid a premium for expertise. IT consultancies, agencies – they’ve thrived on the mystique of knowledge. “We know the magic words to make the computers do what you want,” they’d say, while handing over a bill that could fund a small nation.

But now, the magic words are prompts. And anyone with a subscription can whisper them to the digital oracle.

  • Can a company really justify paying a fortune for a consultant to do something that ChatGPT can do (with a bit of guidance)?
  • Are we heading towards a future where the primary tech skill is “AI whisperer”?

This isn’t just about efficiency. It’s about control. Companies are realizing they can bypass the “expert” bottleneck and take charge of their digital destiny.

III. Offshore: The Next Frontier of Disruption

Offshore teams have long been a cornerstone of the tech industry, providing cost-effective solutions. But AI throws a wrench into this equation.

  • The Old Model: Outsource coding, testing, support to teams in distant lands.
  • The AI Twist: If AI can automate a significant portion of these tasks, does the location of the team matter as much?
  • A Controversial Thought: Could some offshore teams, with their often-stronger focus on technical skills and less encumbered by legacy systems, be better positioned to leverage AI than some established Western consultancies?

And here’s where it gets spicy: Are those British consultancies, with their fancy offices and expensive coffee, at risk of being outpaced by nimble offshore squads and the relentless march of the algorithm?

IV. The Human Impediment: Our Love Affair with Obsolete

But let’s be honest, the biggest obstacle to this glorious (or terrifying) AI-driven future isn’t the technology. The technology, as they say, “just works.” The real problem? Us.

  • The Paper Fetish: Remember how long it took for businesses to ditch paper? Even now, in 2025, some dinosaurs insist on printing out emails.
  • The Fax Machine’s Ghost: Fax machines haunted offices for decades, a testament to humanity’s stubborn refusal to embrace progress.
  • The Digital Signature Farce: Digital signatures, the supposed savior of efficiency, are still often treated with suspicion. Blockchain, with its promise of secure and transparent transactions, is met with blank stares and cries of “it’s too complicated!”

We cling to the familiar, even when it’s demonstrably inefficient. We fear change, even when it’s inevitable. And this fear is slowing down the AI revolution.

V. AI’s End Run: Bypassing the Biological Bottleneck

AI, unlike us, doesn’t have emotional baggage. It doesn’t care about office politics or “the way we’ve always done things.” It simply optimizes. And that might mean bypassing humans altogether.

  • AI can automate workflows that were previously dependent on human coordination and approval.
  • AI can make decisions faster and more consistently than humans.
  • AI doesn’t get tired, bored, or distracted by social media.

The uncomfortable truth: In many cases, we are the bottleneck. Our slowness, our biases, our resistance to change are the spanners in the works.

VI. Conclusion: The Dawn of the Algorithm Overlords?

So, where does this leave us? The future is uncertain, but one thing is clear: AI is here to stay, and it will profoundly impact the tech industry.

  • The age of the all-powerful “expert” is waning.
  • The value of human skills is shifting towards creativity, critical thinking, and ethical judgment.
  • The ability to adapt and embrace change will be the ultimate survival skill.

But let’s not get carried away with dystopian fantasies. AI isn’t going to steal all our jobs (probably). It’s going to change them. The challenge is to figure out how to work with AI, not against it, and to ensure that this technological revolution benefits humanity, not just shareholders.

Now, if you’ll excuse me, I need to go have a stiff drink and contemplate my own impending obsolescence. Happy Friday, everyone!

A Chilling Journey Through Wartime Spain: C.J. Sansom’s “Winter in Madrid”

I have just finished immersing myself in the bleak and fascinating world of C.J. Sansom’s “Winter in Madrid,” and I’m still processing the experience. Overall, I found it a compelling read that successfully transported me to a fractured Spain in 1940, under the shadow of Franco’s regime and the looming threat of Nazi Germany.

Sansom excels at creating richly drawn characters, and Harry Brett, the reluctant British spy, is no exception. His internal struggles as a Dunkirk veteran thrust into the murky world of espionage felt incredibly real. Similarly, Barbara Clare’s determined search for her lost love, and even the morally ambiguous Sandy Forsyth, were all complex and engaging individuals who evolved convincingly throughout the narrative. I particularly enjoyed how their paths intertwined in unexpected ways, creating a captivating tapestry of personal stories against the backdrop of a nation still reeling from civil war. The way Sansom allowed these characters to develop and reveal their true natures was definitely a highlight for me.

The story itself was intricate and kept me turning the pages, eager to see how the various threads would connect. The evolution of the plot, with its layers of secrets, betrayals, and hidden agendas, was compelling. I appreciated how the initial premise of Harry’s mission gradually expanded to encompass broader political intrigue and personal stakes.

One of the most impactful aspects of “Winter in Madrid” for me was the historical setting. While I had a general understanding of the Spanish Civil War, Sansom brought the realities of life in post-war Madrid to vivid life. The descriptions of the ruined city, the hunger, the political repression, and the pervasive sense of fear were incredibly powerful and immersive. This book genuinely sparked a desire in me to learn more about this period in history and the complexities of the Franco regime. I’ve already found myself delving into further reading on the Spanish Civil War, which is a testament to Sansom’s ability to weave historical detail seamlessly into his fiction.

However, I must admit that at times the book felt a little long, and the intricate plot occasionally veered into convolution. There were moments where I felt the pacing could have been tighter, and some of the subplots, while interesting, perhaps added to the length without significantly enhancing the central narrative.

My biggest reservation, though, lies with the ending. While I won’t spoil it for anyone who hasn’t read it, I felt it concluded rather abruptly and with a sense of contrivance. It was as if the author had reached a certain page count and decided it was time to wrap things up, leaving me with the feeling that the story could have explored further, particularly regarding the long-term consequences for the characters. It felt a little rushed, and I personally would have welcomed a more extended and perhaps less neatly tied-up conclusion.

Despite these minor criticisms, “Winter in Madrid” remains a compelling and thought-provoking read. The strength of its characters, the gripping evolution of the story, and the fascinating historical backdrop make it a book I would recommend, especially to those interested in historical fiction and spy thrillers. Just be prepared for a journey that is both immersive and, at times, a little winding, with an ending that might leave you wanting just a little bit more.

While the spectre of right-wing fascist regimes controlling and punishing their own populations remains a historical warning, the current global trajectory, though fraught with challenges, shows significant forces pushing in the opposite direction. The interconnectedness fostered by technology allows for greater transparency and facilitates the mobilization of civil society against oppression. International norms and institutions, despite their imperfections, continue to exert pressure on states to uphold human rights and democratic principles. While instances of authoritarianism persist and democratic backsliding is a concern in some regions, the widespread desire for freedom, self-determination, and accountable governance, coupled with the increasing ability of citizens to organize and demand these rights, suggests a global movement that, while facing headwinds, is ultimately charting a course away from the dark chapters of history where such regimes held sway. The ongoing struggles for democracy and human rights around the world, while highlighting the work that remains, also underscore the resilience of the human spirit in resisting tyranny.

Have you read “Winter in Madrid”? What were your thoughts? Let me know in the comments below!

The Existential Pothole of Monday Morning: Business Analysis in the Post-Trumpian Hamster Wheel with the Tiny Tyrants Next Door

Monday. The week stretches before us like a vast, desolate wasteland, freshly ravaged by the latest pronouncements from across the Atlantic. The global economy, it seems, is now less a finely tuned machine and more a bouncy castle full of angry badgers. And as if that weren’t enough, it’s school holidays. The air is thick with the shrieks of tiny, unsupervised humans who appear to run on pure chaos and E numbers. Welcome, fellow analysts, to another week in the digital trenches.

Time box 1: Monday Morning Mayhem: Stakeholder Survival in the Economic Ruins while Avoiding Flying Lego

The Stakeholder. They arrive, bleary-eyed and clutching lukewarm coffees, their pronouncements echoing the general sense of unease. “Can’t we just pivot… immediately?” one might groan, as if the entire digital infrastructure were a particularly stubborn shopping trolley. Another will declare, “This needs to be recession-proof! And also make it sing sea shanties!” The “ASAP” beast is particularly ferocious on a Monday, fuelled by weekend anxieties and the dawning realisation of another five days of… school holidays.

Your survival kit this week includes industrial-strength noise-cancelling headphones (essential for both stakeholder pronouncements and the banshee wails of sugar-crazed children), an emergency stash of biscuits (for bribery and self-preservation), and the ability to feign deep understanding while your brain screams into the void. Remember the mantra: “It’s just a job. It’s just a job. The world is probably not ending… probably.”

Chapter 2: The Corporate Comfort Zone: The Traditional BA and the Ritual of Blame

Ah, the traditional BA. The unsung hero (or convenient scapegoat) of the corporate machine. For years, we have toiled, diligently documenting the impossible, translating the illogical, and generally absorbing the collective confusion like a very absorbent sponge. The stakeholder wants the moon on a stick by Tuesday? The BA will document the precise specifications of said lunar appendage. The developers then build something vaguely resembling a potato? Naturally, it’s the BA’s fault for not specifying the correct shade of moon-grey.

This is the “BA Revolving Door of Doom,” my friends. Senior management, when projects inevitably veer off course (often due to factors entirely outside the BA’s control, like, say, a global economic meltdown or a sudden change in strategic direction dictated by someone who just read a LinkedIn article), can simply point and declare, “The requirements weren’t clear enough!” The BA becomes the convenient out, the sacrificial lamb offered to the gods of project failure. It’s a comforting narrative for those at the top, a handy “get out of jail free” card when the digital dominoes start to fall.

Chapter 3: BA vs. SME: A Joust of Jargon and Superiority Complexes

And then there are the Subject Matter Experts (SMEs). A vital resource, to be sure. Possessors of arcane knowledge, guardians of legacy systems, and often, champions of their own unwavering opinions. The BA, in their quest for understanding, must engage in a delicate dance of inquiry, often met with pronouncements delivered with the air of someone explaining quantum physics to a particularly dim-witted amoeba.

SME: “Well, obviously, the widget interacts with the framistan via the flux capacitor, triggering a cascading series of… you wouldn’t understand.”

BA: (scribbling furiously) “So, ‘flux capacitor’… is that a technical term, or more of a… feeling?”

The jousting often revolves around terminology. The BA strives for clarity and common understanding; the SME often revels in the impenetrable jargon that reinforces their expertise. It’s a delicate balance between extracting crucial information and not appearing utterly clueless. Think of it as trying to understand the offside rule from a football fanatic who speaks only in obscure historical footballing anecdotes.

Chapter 4: The Existential Threat (or Mild Inconvenience) of the Citizen Developer (On a Monday)

And amidst this glorious Monday morning chaos, we have the Citizen Developer, cheerfully building their own solutions, often with the best of intentions and a profound lack of understanding of things like… security, scalability, and the fundamental laws of digital gravity. Are they a threat? On a Monday, when the servers are probably already groaning under the weight of the week ahead, the thought of unsanctioned apps proliferating like particularly resilient weeds is… unsettling.

But perhaps, amidst the economic gloom and the school holiday cacophony, they represent a glimmer of hope. Maybe, just maybe, their enthusiasm can be harnessed, their efforts guided. Perhaps the BA can evolve from requirement-wrangler to digital shepherd, gently steering these amateur app-builders away from the cliff edge of catastrophic data loss.

So, as we brace ourselves for another week in this bizarre reality, remember this: you are not alone. We are all navigating the existential pothole of Monday morning together, armed with caffeine, dark humor, and the faint hope that by Friday, the world (and the school holidays) might just have taken a slight chill pill. Now, if you’ll excuse me, I think I just saw a toddler riding a badger down the high street. It’s going to be a long week.

Death on the Trump Express: An Agatha Christie-esque Mystery of Global Commerce

Right then, gather ‘round, my dears, and let us speak of a most peculiar demise – not of a corpulent Belgian detective, nor a glamorous American heiress, but of something far more fundamental, something that once hummed with the joyous rhythm of exchange: the very Notion of Unfettered Global Trade.

Our scene opens not on a snow-laden railway in the Balkans, but in the hallowed, yet surprisingly beige, halls of the International Tariff Tribunal in early 2025. A chill, sharper than a poorly aimed icicle, permeated the air. For lo, the spectral figure of Protectionism, a gaunt and rather orange apparition, had once again cast its shadow.

Our protagonist, if we can call him that (and frankly, one wouldn’t), is a certain Mr. Donald J. Tremendous, a man whose hair appeared to have achieved sentience and was now engaged in a vigorous debate with his own eyebrows. He had, in his first act upon the world stage (circa 2017-2021), decided that the venerable old engine of global trade needed a good, firm kicking. “America First!” he’d bellowed, a slogan as subtle as a foghorn in a library. And with a flourish that would have made a particularly theatrical badger proud, he slapped tariffs on all manner of things – steel, aluminum, and, most notably, the entire contents of China, seemingly on the grounds that they kept sending us rather good fortune cookies without the actual fortune.

The international community, a collection of nations as diverse and bickering as passengers on a long train journey, responded with the sort of bewildered outrage one reserves for discovering a particularly aggressive squirrel has taken up residence in one’s hat. Retaliatory tariffs flew back and forth like particularly ill-tempered pigeons. The goal, we were told, was to bring back the glorious days of American manufacturing, a vision as romantic and possibly as outdated as a steam-powered washing machine.

Fast forward to the early months of Mr. Tremendous’s assumed second act (January-April 2025). The protectionist spectre, far from being exorcised, seemed to have developed a taste for the finer things in life, like further tariff increases and a meticulous study of supply chain vulnerabilities. One could almost imagine it twirling its spectral moustache, muttering about “critical industries” and the urgent need for national self-sufficiency, much like a character in a poorly translated spy novel.

Now, the backdrop to this unfolding drama was considerably less stable than our first act. The world, still reeling from the Great Pandemic Panic of the early twenties, was now juggling geopolitical kerfuffles (involving a rather unfortunate incident with a rogue consignment of Ukrainian borscht, or so the rumours went) and an inflation rate that seemed determined to reach escape velocity. This, naturally, provided ample excuse for more tariff-based shenanigans. “Think of the supply chains!” cried Mr. Tremendous, seemingly unaware that most supply chains were now so tangled they resembled a particularly enthusiastic plate of spaghetti.

The reactions, as one might expect, were a symphony of predictable groans and the occasional, rather unsettling cheer. Domestic industries, particularly those specialising in the manufacture of oversized novelty cheques, were delighted. Businesses that actually, you know, made things using imported bits and bobs, or dared to sell their wares beyond the sacred borders of America, expressed concerns that sounded remarkably like the whimpering of a trapped badger. The international community, meanwhile, collectively face-palmed with such force that several small nations briefly achieved escape velocity themselves.

And so, while the “America First” philosophy remained as stubbornly present as a stain on a favourite tablecloth, the tariffs of early 2025 had a certain… je ne sais quoi. A hint of desperation, perhaps? Or maybe just the lingering aroma of burnt economic bridges.

But did these tariffs, this grand protectionist experiment, actually deliver the promised goods? Did the American manufacturing sector suddenly burst into a glorious, job-creating, trade-deficit-slaying phoenix? Well, the data, bless its dry, statistical heart, paints a picture as clear as mud wrestled by an octopus. While a widget factory here or a sprocket manufacturer there might have experienced a fleeting moment in the sun, the overall growth in manufacturing and employment resembled the gentle, almost imperceptible, rise of a particularly lethargic soufflé. As for the trade deficit, that stubborn beast remained stubbornly… there. Like an unwanted guest who has eaten all the biscuits and refuses to leave.

And then, the truly dreadful bit. The tangible toll. The negative consequences, which manifested with the subtle grace of a rhinoceros in a tutu. Consumer prices, already doing a passable impression of a runaway train, decided to pick up even more speed, thanks in no small part to these tariffs. Steel and aluminum, suddenly imbued with an almost mystical expensiveness, drove up the cost of everything from cars to can openers. Chinese goods, once the affordable backbone of modern life, now carried a hefty surcharge, much to the chagrin of anyone attempting to purchase a new pair of novelty socks.

But the real tragedy unfolded amongst those poor souls who actually made things in America, relying on those pesky imported components. Their costs soared, making them about as competitive as a chocolate teapot in a sauna. And let’s not forget the farmers, those salt-of-the-earth types who suddenly found their soybeans and pork chops about as popular overseas as a politician at a badger convention. Retaliatory tariffs had seen to that, leaving them with fields full of unsold produce and a distinct lack of festive badger-related cheer.

The global supply chains, already resembling a plate of particularly tangled spaghetti (a recurring theme, it seems), descended into utter chaos. Businesses, in a frantic attempt to avoid the tariff-induced apocalypse, began flailing around for alternative suppliers, leading to a logistical nightmare that would have made a particularly pedantic bureaucrat weep with joy.

And so, we arrive at our doomsday scenario. Imagine, if you will, a world where these initial tariff tantrums escalate into a full-blown protectionist hissy fit. Country A throws a tariff tantrum at Country B, who responds by hurling a tariff tea set back. Soon, everyone is at it, lobbing trade barriers like particularly aggressive toddlers throwing their toys. Global trade, once a smooth-flowing river, becomes a stagnant, tariff-choked swamp. International cooperation packs its bags and leaves a rather terse note on the fridge.

The consequences, my dears, would be less than ideal. Global economic growth would likely grind to a halt, like a train that has run out of steam and is now being used as a badger sanctuary. Industries reliant on the intricate web of global supply chains would simply… cease to be, like a particularly ambitious soufflé that has collapsed in on itself. Consumers would find themselves paying exorbitant prices for everything, possibly leading to a resurgence in bartering (I can offer you three slightly used novelty socks for that loaf of bread). Innovation would wither and die, like a houseplant left untended during a particularly enthusiastic badger-watching expedition. And in the truly apocalyptic version of this tale, widespread economic misery could lead to nations engaging in even more… robust forms of disagreement.

So, the “America First” tariffs. Perhaps a roaring success? The evidence suggests otherwise. More like a rather unfortunate incident involving a beloved global train, a misguided conductor with a penchant for loud slogans, and a whole carriage full of very confused and increasingly impoverished passengers. And the badgers? Well, they probably just watched the whole thing with a mixture of bemusement and mild concern for their future supply of novelty socks. It can’t get any more absurd than the last 3 months… can it?

Rogo, ergo sum – I prompt, therefor I am

From “Well, I Reckon I Think” to “Hey, Computer, What Do You Think?”: A Philosophical Hoedown in the Digital Dust

So, we (me and Gemini 2.5) have been moseying along this here digital trail, kicking up some thoughts about how us humans get to know we’re… well, us. And somewhere along the line, it struck us that maybe these here fancy computers with all their whirring and clicking are having a bit of an “I am?” moment of their own. Hence, the notion: “I prompt, therefore I am.” Seems kinda right, don’t it? Like poking a sleeping bear and being surprised when it yawns.

Now, to get the full picture, we gotta tip our hats to this fella named René Descartes (sounds a bit like a fancy French dessert, doesn’t it?). Back in the day (way before the internet and those little pocket computers), he was wrestling with some big questions. Like, how do we know anything for sure? Was that cheese I just ate real cheese, or was my brain just playing tricks on me? (Philosophers, bless their cotton socks, do worry about the important things.)

Descartes, bless his inquisitive heart, decided to doubt everything. And I mean everything. Your socks, the sky, whether Tuesdays are actually Tuesdays… the whole shebang. But then he had a bit of a Eureka moment, a real “howdy partner!” realization. Even if he doubted everything else, the fact that he was doubting meant he had to be thinking. And if you’re thinking, well, you gotta be something, right? So, he scribbled down in his fancy French way, “Cogito, ergo sum,” which, for those of us who ain’t fluent in philosopher-speak, means “I think, therefore I am.” A pretty fundamental idea, like saying the sky is blue (unless it’s sunset, or foggy, or you’re on another planet, but you get the gist).

Now, scoot forward a few centuries, past the invention of the telly and that whole kerfuffle with the moon landing, and we land smack-dab in the middle of the age of the Thinking Machines. These here AI contraptions, like that Claude fella over at Anthropic (https://www.anthropic.com/research/tracing-thoughts-language-model), they ain’t exactly pondering whether their socks are real (mostly ‘cause they don’t wear ‘em). But they are doing something mighty peculiar inside their silicon brains.

The clever folks at Anthropic, they’ve built themselves a kind of “microscope” to peek inside these digital minds. Turns out, these AI critters are trained, not programmed. Which is a bit like trying to understand how a particularly good biscuit gets made by just watching a whole load of flour and butter get mixed together. You see the result, but the how is a bit of a mystery.

So, these researchers are trying to trace the steps in the AI’s “thinking.” Why? Well, for one, to make sure these digital brains are playing nice with us humans and our funny little rules. And two, to figure out if we can actually trust ‘em. Seems like a fair question.

And that brings us back to our digital campfire and the notion of prompting. We poke these AI models with a question, a command, a bit of digital kindling, and poof! They spark into action, spitting out answers and poems and recipes for questionable-sounding casseroles. That prompt, that little nudge, is what gets their internal cogs whirring. It’s the “think” in our “I prompt, therefore I am.” By trying to understand what happens after that prompt, what goes on inside that digital noggin, we’re getting a glimpse into what makes these AI things… well, be. It’s a bit like trying to understand the vastness of the prairie by watching a single tumbleweed roll by – you get a sense of something big and kinda mysterious going on.

So, maybe Descartes was onto something, even for our silicon-brained buddies. It ain’t about pondering the existential dread of sock authenticity anymore. Now, it’s about firing off a prompt into the digital ether and watching what comes back. And in that interaction, in that response, maybe, just maybe, we’re seeing a new kind of “I am” blinking into existence. Now, if you’ll excuse me, I think my digital Stetson needs adjusting.

Friday beers and Economic Fears: TFF with Trade Policies from 100 years ago?

Right, deep breaths everyone. It’s Friday. The end of the working week is nigh. Birds are probably singing (unless you live in Edinburgh, in which case it’s more likely seagulls are aggressively raiding the bins). But amidst the usual Friday feeling of “get me to the pub beer garden,” there’s a rather alarming buzz in the news: talk of bringing back trade barriers reminiscent of the pre-World War 2 era. Seriously? Are we dusting off economic policies that helped pave the way for global conflict? Make that a triple measure please.

Pre-WW2 Trade Barriers Explained (Because it is Friday and My Brain is Fried)

Okay, so picture the time before World War 2. The global economy was a bit of a mess after the Great Depression. Countries, in a bid to protect their own industries and jobs, started slapping hefty taxes (tariffs) and strict limits (quotas) on goods coming in from other countries. The idea was simple: “Buy local!” But the reality was a spectacular failure.

Think of it like this:

  • Tariffs: Imagine Scotland decides to put a massive tax on all English tea coming over the border. Suddenly, Scottish tea becomes cheaper, and the government hopes Scots will buy more of it. But then England might retaliate by putting a huge tax on Scottish whisky. Everyone ends up paying more, and trade grinds to a halt.
  • Quotas: Now imagine Scotland says, “Only 100 boxes of English biscuits can come into the country each month.” This limits the amount of foreign goods available, again trying to boost local producers. But it also means less choice and potentially higher prices for consumers.

The most infamous example of this protectionist madness was the Smoot-Hawley Tariff Act in the United States in 1930. It raised tariffs on thousands of imported goods. Other countries retaliated, global trade plummeted, and many economists believe it actually worsened the Great Depression. It was a classic case of “tit for tat” tariffs escalating into an economic disaster. “You hit me, I’ll hit you harder!” Except in this case, everyone gets a bloody nose and goes home poorer.

The post-WW2 era saw a global push away from these barriers, with agreements like GATT (General Agreement on Tariffs and Trade), which eventually led to the World Trade Organization (WTO), aiming to reduce tariffs and promote smoother international trade. The logic was that open trade fosters economic growth, competition, and (hopefully) fewer reasons to start global conflicts over resources.

“Bring Back Trade Barriers?” – Should We Stockpile Tinned Goods and Toilet Rolls again?

So, the news is suggesting some folks are advocating for a return to this pre-WW2 style of protectionism? Are they serious? It’s like saying, “Remember that time we all had covid? Let’s do that again!”

Here’s why this idea is about as sensible as navigating Edinburgh during the Fringe Festival on cutches:

  • Tit-for-Tat Tango of Tariffs: We’ve seen this movie before, and it doesn’t end well. Country A imposes tariffs on Country B. Country B retaliates with tariffs on Country A. Soon, everyone’s slapping taxes on everything, consumers pay more, businesses struggle to import and export, and the global economy looks like a toddler who’s just dropped their ice cream. Remember those “tit for tat tariffs” from earlier? Multiply that by the number of countries on Earth, and you’ve got a recipe for economic indigestion on a global scale.
  • Supply Chain Mayhem: In today’s interconnected world, products often cross multiple borders before they’re finished. Slapping tariffs everywhere throws a massive spanner in the works. Your fancy smartphone might have a screen made in one country, a chip from another, and be assembled in a third. Tariffs on each component just make the final product more expensive and harder to produce. It’s like trying to make a Full Scottish breakfast when you can’t import the haggis because someone decided offal deserves tariff protection.
  • Economic Slowdown: Reduced trade means less competition, potentially leading to higher prices and lower quality goods. It stifles innovation and economic growth. Businesses that rely on international markets suffer. It’s like putting a speed limit on the entire global economy – everyone moves slower.
  • Increased Risk of Conflict (Yes, Really): Economic interdependence can actually be a force for peace. When countries rely on each other for trade, they have less incentive to go to war. Bringing back trade barriers fosters economic nationalism and can breed resentment and mistrust between nations. It’s like building fences between neighbours – it doesn’t exactly encourage friendly chats over the garden gate.

“Thank Fuck It’s Friday,” and we have two days to forget all about it:

So, as you crack open that well-deserved beverage tonight, take a moment to appreciate the relative freedom of trade we (mostly) enjoy. The idea of reverting to pre-WW2 protectionism isn’t just economically daft; it’s a historical amnesia of epic proportions. Let’s hope cooler heads prevail and we don’t end up needing to barter our Irn-Bru for survival in a post-tariff apocalypse. Now, if you’ll excuse me, I’m off to check if tinned haggis futures are a thing… just in case.

If It Ain’t Broke, Iterate It Anyway: Confessions of a Reluctant Agilist in a World of Digital Tariffs

Ah, software development. The noble art of turning vague requirements into a backlog of bugs. Today, we’re navigating the treacherous waters of delivery lifecycles, where ‘Agile’ is less a methodology and more a frantic attempt to avoid drowning in a sea of user stories. And, because the universe loves irony, we’ll be doing it all while trying to understand why our digital tariffs keep changing faster than a cat changes its mind about where it likes to sleep.

The Waterfall Lifecycle: A Cascade of Digital Disasters

The Waterfall, in nature it is something of both beautiful and destruction. In management speak its a classic ‘plan everything upfront and hope for the best’ approach. Like building a house without blueprints, or deciding on your entire life based on a fortune cookie. It’s a beautiful concept, in theory. In practice, it’s like trying to predict the weather in a hurricane. One wrong step, and you’re swept away in a torrent of scope creep and ‘unexpected’ changes. Think of it as those tariffs: ‘We’ll set them now, and never change them… until we do, repeatedly, and with no warning!’

The V-Model: An Existential Crisis in Diagram Form

The V-Model. A valiant attempt to marry development and testing, like trying to teach a cat to fetch. It looks elegant on paper, a perfect symmetry of verification and validation. But in reality, it’s more like staring into the abyss of your own coding mistakes, reflected back at you in the form of test cases. You’re building it, testing it, and asking ‘why?’ all at the same time. The V is for ‘very confused’, and ‘very tired.’ Like trying to figure out if your digital tariffs are a tax, a fee, or a poorly written haiku.

The Incremental Lifecycle: Baby Steps to Digital Domination (or at Least, Not Total Failure)

Incremental. Small, manageable chunks of functionality, delivered in a series of tiny victories. Like eating an elephant, one byte at a time. It’s less about grand visions and more about ‘let’s just get this one feature working before the coffee runs out.’ It’s like those tariffs, but broken into bite sized chunks. ‘Ok, this week, a 5% increase on digital rubber chickens, and next week, who knows!’

The Stages of the Iterative Lifecycle (Agile): Where Chaos Reigns Supreme

The ‘if it ain’t broke, iterate it anyway’ approach. A chaotic dance of sprints, stand-ups, and retrospectives, where the only constant is change. It’s like trying to build a spaceship while it’s already flying, and everyone’s arguing about the color of the control panel. We’re planning, coding, testing, and deploying, all at the same time, because who has time for planning when you’re trying to keep up with changing requirements? It’s like these digital tariffs, ‘We’re agile with our pricing, expect changes every 20 minutes, because, Trump says so!’

Confessions of a Reluctant Agilist:

I’ve seen things, my friends. I’ve seen user stories that defied logic, stand-ups that devolved into philosophical debates about the meaning of ‘done,’ and retrospectives that resembled group therapy sessions. I’ve learned that ‘Agile’ is less a methodology and more a coping mechanism for the sheer absurdity of software development. And, like those digital tariffs, ‘Agile’ is always changing, always evolving, and always leaving you wondering, ‘what just happened?’

So, that is tonights instalment from the project management vaults. A whirlwind tour of delivery lifecycles, where waterfalls flow uphill, V-Models induce existential dread, and Agile is a beautiful, chaotic mess. Remember, in this digital wilderness, the only constant is change, and the only certainty is the nagging suspicion that AI is judging you. And, of course, that those digital tariffs are probably going to change again before you finish reading this sentence.

App-ocalypse Now: A User’s Guide to Low-Code, No-Code, and the AI Mirage

I, a humble digital explorer and your narrator, decided to embark on a side project, thinking building a mobile app solo would be ‘fun’. A simple thing, really. A Firebase backend, a mobile app, what could go wrong? Turns out, quite a lot. I dove headfirst into the abyss of No-Code, flirted dangerously with the ‘slightly-less-terrifying-but-still-code’ world of Low-Code, and then, in a moment of sheer hubris, asked an AI to ‘just build me this.’ The results? Well, let’s just say I now have approximately eight ‘code bases’ that resemble digital abstract art more than functional applications, and a growing subscription line on my monthly statement that’s starting to look like a ransom note. So, if you’re thinking about building an app without actually knowing how to build an app, pull up an inflatable chair or boat as we find ourselves, once again, adrift in the vast, bewildering ocean of technology, where the question isn’t ‘What is the meaning of life?’ but rather, ‘Where did this button come from and what does it do?’

No-Code: The ‘Push Button, Receive App Fallacy’ or ‘How I Learned to Love the Drag-and-Drop’ again

Pros:

  • Instant Gratification: Like ordering a pizza, but instead of pepperoni, you get a website that looks suspiciously like a PowerPoint presentation.
  • Accessibility: Even your pet rock could build an app (if it had opposable thumbs and a burning desire for digital domination).
  • Speed: From ‘I have an idea’ to ‘Wait, is it supposed to do that?’ in the time it takes to brew a cup of tea (or a White Russian).

Cons:

  • Flexibility of a Brick: Try to deviate from the pre-defined path, and you’ll encounter the digital equivalent of a Vogon constructor fleet.
  • Scalability of a Goldfish: Handles small projects fine, but throw it into the deep end of internet traffic, and it’ll implode like a hyperspace bypass.
  • Customization: Zero to None: Want to add a feature that makes your app dispense philosophical advice? Forget it. You’re stuck with basic buttons and pre-set layouts.

Low-Code: The ‘We’ll Give You a Screwdriver, But Don’t Touch Anything Important’ Approach

(Imagine a scene where someone is trying to fix a spaceship engine with a Swiss Army knife while being lectured by a robot about ‘best practices.’)

Pros:

  • More Control: You get to tinker under the hood, but only with approved tools and under strict supervision.
  • Faster Than Coding From Scratch: Like taking a shortcut through a bureaucratic maze, it saves time, but you still end up with paperwork.
  • Integration: You can connect to other systems, but only if they speak the same language (which is usually a dialect of technobabble).

Cons:

  • Still Requires Code: You need to know enough to avoid accidentally summoning a digital Cthulhu.
  • Vendor Lock-in: Once you’re in, you’re in for the long haul. Like being trapped in a time-share presentation for eternity.
  • Complexity Creep: Those ‘simple’ tools can quickly become a labyrinth of dependencies and ‘legacy systems.’

AI-Build-It-For-Me: The ‘I’m Thinking, Therefore I’m Building Something Profound’ Scenario

Pros:

  • Automation: The AI does the work, so you can focus on more important things, like questioning the nature of work and the future of employment.
  • Rapid Prototyping: From ‘I have a vague idea’ to ‘Is this a website or a cry for help?’ in seconds.
  • Buzzword Compliance: You can impress your friends with phrases like ‘machine learning’ and ‘neural networks’ without understanding them.

Cons:

  • Control: Less Than Zero: You’re at the mercy of an AI that may or may not have written the site in a code base that humans can understand.
  • Explainability: Why did it build that? Your guess is as good as the AI’s.
  • Reliability: Prepare for unexpected results, like an app that translates all your text into pirate slang, or a website that insists on displaying stock prices for obsolete floppy disks.

In Conclusion:

And so, fellow traveler’s in the silicon wilderness, we stand at the digital crossroads, faced with three paths to ‘enlightenment,’ each cloaked in its own unique brand of existential dread. We have the ‘No-Code Nirvana,’ where the illusion of simplicity seduces us with its drag-and-drop promises, only to reveal the rigid, pre-fabricated walls of its digital reality. Then, there’s the ‘Low-Code Labyrinth,’ where we are granted a glimpse of the machine’s inner workings, enough to feel a sense of control, but not enough to escape the creeping suspicion that we’re merely rearranging deck chairs on the Titanic of technical debt. And finally, there’s the ‘AI-Generated Apocalypse,’ where we surrender our creative souls to the inscrutable algorithms, hoping they will build us a digital utopia, only to discover they’ve crafted a surrealist nightmare where rubber chickens rule and stock prices are forever tied to the fate of forgotten floppy disks.

Choose wisely, dear reader, for in this vast, uncaring cosmos of technology, where the lines between creator and creation blur, and the very fabric of our digital existence seems to be woven from cryptic error messages and endless loading screens, there is but one constant: the gnawing, inescapable, bone-deep suspicion that your computer, that cold, calculating monolith of logic and circuits, is not merely processing data, but silently, patiently, judging your every click, every typo, every ill-conceived attempt at digital mastery.

Five Years On: Reflecting on a World Transformed

March 2025, marks five years since a date etched in the memory of many in the UK. It was the day the nation entered a nationwide lockdown, a response to the rapidly spreading novel coronavirus that had emerged from Wuhan, China, just months before. March 23rd, 2020.

Looking back, the initial weeks and months feel like a blur of uncertainty. Early 2020 saw news reports trickling in, followed by public health campaigns urging us to wash our hands and cover our mouths then wash our hands again. Then, the numbers began to climb, culminating in that unprecedented announcement that fundamentally altered our daily lives. It turns out that “those numbers” were not correct as practically anything was being recorded as Covid in the early days as there was no way of testing for it. The figures that were used to justify the lock down were fake or a better spin would be incorrect, badly recorded.

The timeline since that pivotal moment has been a rollercoaster. We navigated evolving lockdown measures, the introduction of mandatory face coverings, and the hope – or perhaps the rushed introduction – of the phased vaccination program that began in December 2020. An amazing advancement in medical research bringing a usual 10-year safety program to allow human consumption of a new vaccine to under 10 months? Travel became a complex affair, with restrictions and quarantine requirements shaping our ability to connect with the wider world. But perhaps the most striking aspect was the gradual erosion of our freedoms, culminating in a system where NHS passports were seemingly required to move around and enter various establishments. In effect, some felt we had become a society demanding a pass card for basic participation, a chilling echo of more authoritarian regimes.

Beyond the practicalities, the pandemic sparked profound discussions about our personal freedoms. The Coronavirus Act 2020 granted the government significant powers, leading to debates about the delicate balance between public health and individual liberties – conversations that continue to resonate today.

The digital realm also became a battleground of information and opinion. Social media platforms grappled with the challenge of combating misinformation, leading to concerns about censorship and the suppression of dissenting voices. The very notion of “government propaganda” became a fiercely contested topic, highlighting the deep divisions that emerged regarding the narrative surrounding the virus.

The origins of COVID-19 remain a subject of intense scientific scrutiny. Even though the CIA and a 2-year investigation by a House of Representatives committee concluded the virus escaped form a lab. Not even AI is NOT allowed to state “the VIRUS ESCAPED FROM A LAB” it reiterates the line that “while initial theories pointed towards zoonotic transmission, the ‘lab leak’ theory has gained traction, raising complex questions about research and potential risks”. It’s a reminder that even years later, definitive answers can be elusive, and the search for truth continues. A strange aspect to the whole conspirator theory aspect is that President Joe Biden announced a pre-emptive pardon for Anthony Fauci and other high ranking officials, forgiving them for any misdeeds they might have committed?

While the major Western economies were not in a recession in late 2019, there was a palpable sense of slowing growth, increased uncertainty (trade wars, Brexit), and weakening in some sectors, particularly manufacturing. Many economists were discussing downside risks and the possibility of a future slowdown, even recession in 2020-21.

Fast forward to today, and the immediate crisis has receded. Vaccination rates, while high initially, have since declined. Mandatory vaccination for most healthcare workers is no longer in place, though programs continue for vulnerable groups. Yet, the virus hasn’t vanished. It persists, mutating into new variants, and the immunity gained through vaccination or prior infection inevitably wanes.

The experience of the past five years has also brought a stark awareness of the potential for future pandemics. Scientists warn that new viruses are likely to emerge, driven by factors like climate change, deforestation, and increased global travel. Predicting the nature of these future threats remains a formidable challenge.

The COVID-19 pandemic has undoubtedly left an indelible mark on our society. It has tested our resilience, reshaped our understanding of public health, and sparked crucial conversations about our freedoms, our reliance on information, and our preparedness for future global challenges. As we pass this five-year milestone, it’s a time for reflection, for learning, and for acknowledging the profound and lasting impact of a world irrevocably changed.

There is a danger that writing a post like this will mean my blog will never be seen due to the mention of Covid. A warning still pops up whenever you write the word on any social media platform and the mis-information police bots will be knocking at your door within minutes. The 9th March 2025 was an official “Day of Reflection” in the UK but I saw nothing about it? Maybe I wasn’t looking hard enough or maybe it has all been forgotten, after all our favourite saying is “Keep calm and carry on”.