Tag Archives: google

September 2, 2025 · 20:43

Act of despair

That happens at times and I reckon that at some point I will have to give in to that setting as well. It started this morning when I was advised that I might have cancer, it might be benign, the biopsy will be done over the next week, then they know what they have. I was unusually cool about it all. As such as a friend of mine was ‘culled’ by the big C (a curry billboard shattered his skull), I can confirm that my weird sense of humor has not been devastatingly impacted at present.

So I have two ideas on my mind. The first one is that Peter Jackson (director Lord of the Rings) still owes me $17.50 He owes me that amount from 1992. But the other one is the one that matters to me. For that we need a small sidestep towards the article that Fortune gave us (at https://fortune.com/2025/08/18/mit-report-95-percent-generative-ai-pilots-at-companies-failing-cfo/) where we see ‘MIT report: 95% of generative AI pilots at companies are failing’, it is here where we see “Despite the rush to integrate powerful new models, about 5% of AI pilot programs achieve rapid revenue acceleration; the vast majority stall, delivering little to no measurable impact on P&L. The research—based on 150 interviews with leaders, a survey of 350 employees, and an analysis of 300 public AI deployments—paints a clear divide between success stories and stalled projects.” The report is two weeks old, but today I had a reason to tag it, it affects my future and as I see it, it impacts it in a positive way. As such the second quote doesn’t quite get us there, but there is an offset. It is seen in “for 95% of companies in the dataset, generative AI implementation is falling short. “The 95% failure rate for enterprise AI solutions represents the clearest manifestation of the GenAI Divide,” the report states. The core issue? Not the quality of the AI models, but the “learning gap” for both tools and organizations. While executives often blame regulation or model performance, MIT’s research points to flawed enterprise integration. Generic tools like ChatGPT excel for individuals because of their flexibility, but they stall in enterprise use since they don’t learn from or adapt to workflows, Challapally explained.” The part missing is data and verification. WE can look for other articles where we see the failures of AI. But the largest setting is never discussed. What we call AI isn’t it, they mess around with “GenAI”, they package it like it is a new version of “generative AI” but in the end it is merely DML with optional LLM in place. It is as I call it “Near Intelligent Parsing” parsing because it is existing data, it cannot leap on non existing data and the setting we see are basically a little more than predictive analytics. It is a next step.

So why is this important?
Well, for me there is a side that has worked in Technical support and customer care for nearly two decades. And as I see it, the quality people who need to act will see it. As such I think that Lawrence Ellison (Oracle) can see the light he is currently coping with. Large customers will need their technical support, their customer care and here I am ‘sneakily’ asking him for 10 million (post taxation) out of his two hundred fifty thousand million (aka $250 Billion) stockpile. Seems like the smallest of amounts. Oh, and I pride myself on being a return on investment I have proclaimed for the length of my working career going all the way back to 1982. That is 43 years of experience (twenty in technical support) and I have none in Oracle. But I know that support settings that any companies have. And Oracle will need these people soon enough. Wherever he wants to send me, it is almost fine by me. As I see it no one wants to work in Russia and America is a big no no (its a Trump card). But the UAE (ADNOC) and Saudi Arabia (ARAMCO) do make the list. And Oracle needs these large companies and especially support staff in these locations. Personally the UAE wins, but it is what Oracle needs and I am willing to move to Canberra at the earliest settings. We seen to be at an influx where the governments and large corporations need manpower. Microsoft and Amazon need to learn this and whilst they falter, Microsoft is shedding 9000 people and investing in AI, but when you consider that 95% falters, you can imagine when these systems fall short, all whilst at that same time, Windows seemingly lost 400 million users in the past three years. Do you think this is coincidence? Yes they can clean some up with NIP, but they will fill larger holes in that meantime and losing people in the process. Google and Amazon are on that same setting. But Oracle is too complex. As I see it, it needs staff in the near future and I am betting that they cannot afford to lose the manpower and I am willing to bet that as they take over clients from AWS and Azure (the latter especially) they will need more people and that’s where I come in. Not merely tech support staff, but as a trainer having made my brand of training people, I am willing to bet that Oracle might have a place for me (even a flake like me).

I have always stood my setting in this and after a long time I am proven correctly and the next generation is largely unable to deal with the support pressures and that works for me in places like ADNOC. So I believe that Oracle might be my solution towards a few settings that never worked for me. And there is something less like-able about forced to hand my IP to Microsoft whilst receiving a mere 0.001 on the dollar. I might given it away in other ways (to others) if Oracle shows to be my ‘knight on a white horse’ and there is something satisfying on that setting. I get to see Microsoft lose thrice over. 

As such those with an affinity with technical support to consider the places they can flock to. I gave some of my IP to Elon Musk (Musk already owed the ideas anyway), and I keep on fueling gaming IP to other channels too (non Microsoft systems) and there the Amazon Luna has options too. Still the news from this morning (even as it doesn’t hit me hard) it made me see that I have to put my affairs in order and one of them is to deny Microsoft my IP.

And there is a second setting, as Google and Microsoft are shedding people, the larger companies need to scoop them up quickly, because internationally these people will be wanted rather quickly. For Americans there is Canada as a first, but do you think they will spread their wings to other nations? Time will tell, but as I see it 2025/2026 will be the year where we all consider the stage of the brain drain. And take that with faltering AI projects, the turn of of places suddenly being short on tech support will falter massively and as we know: “no support, no sales” a nice catch phrase, but their AI will tell them at some point (one might hope).

So have a great day and I will ponder what will become of me when the biopsy doesn’t show a benign setting. 

Leave a comment

Filed under Finance, IT, Science

Tagged as , , , , , , , , , , , , , , , , , , , , ,

August 25, 2025 · 09:54

Microsoft in the middle

Well, that is the setting we are given however, it is time to give them some relief. It isn’t just Microsoft, Google and all other peddlers handing over AI like it is a decent brand are involved. So the BBC article (at https://www.bbc.com/news/articles/c24zdel5j18o) giving us ‘Microsoft boss troubled by rise in reports of ‘AI psychosis’’ Is a little warped. First things first. What is Psychosis? Psychosis is a setting where we are given “Psychosis refers to a collection of symptoms that affect the mind, where there has been some loss of contact with reality. During an episode of psychosis, a person’s thoughts and perceptions are disrupted and they may have difficulty recognizing what is real and what is not.” Basically the settings most influencers like to live by. Many do this already for for the record. The media does this too.

As such people are losing grips with reality. So as we see the malleable setting that what we see is not real, we get the next setting. As people lived by the rule of “I’ll believe it when I see it” for decades, this is becomes a shifty setting. So whilst people want to ‘blame’ Microsoft for this, as I see it, the use of NIP (Near Intelligent Parsing) is getting a larger setting. Adobe, Google, Amazon. They are all equally guilty.

So as we wonder how far the media takes this?

I’ll say, this far.

But back to the article. The article also gives us “In a series of posts on X, he wrote that “seemingly conscious AI” – AI tools which give the appearance of being sentient – are keeping him “awake at night” and said they have societal impact even though the technology is not conscious in any human definition of the term.” I respond that giving any IT technology a level 8 question (user level) and it responds like it is casually true, it isn’t. It comes from my mindset that states if sarcasm bounces back, it becomes irony.

So whilst we see that setting in ““There’s zero evidence of AI consciousness today. But if people just perceive it as conscious, they will believe that perception as reality,” he wrote. Related to this is the rise of a new condition called “AI psychosis”: a non-clinical term describing incidents where people increasingly rely on AI chatbots such as ChatGPT, Claude and Grok and then become convinced that something imaginary has become real.” It is kinda true, but the most imaginative setting of the use of Grok tends to be 

I reckon we are safe for a few more years. And whilst we pour over the essentials of TRUE AI, we tend to have at least two decades and even then only the really big players can offered it, as such there is a chance the first REAL AI will respond with “我們可以為您提供什麼協助？” As I see it, we are safe for the rest of my life.

So whilst we consider “Hugh, from Scotland, says he became convinced that he was about to become a multi-millionaire after turning to ChatGPT to help him prepare for what he felt was wrongful dismissal by a former employer.” Consider that law shops and most advocacies give initial free advice, they want to ascertain if it pays to go that way for them. So whilst we are given that it doesn’t pay, a real barrister will see that this is either lawless, trivial or too hard to prove. And he will give you that answer. And that is the reality of things. Considering that ChatGPT is any kind of solution makes you eligible for the Darwin award. It is harsh, but that is the setting we are now in. It is the reality of things that matter and that is not on any of these handlers of AI (as they call it). And I have written about AI several times, so it it didn’t stick, its on you.

Have a great day and don’t let the rain bother you, just fire whomever in media told you it was gonna rain and get a better result.

Leave a comment

Filed under IT, Media, Science

Tagged as , , , , , , , , , , , , , , , , ,

August 1, 2025 · 04:58

The accusers

I saw a message fly past and it took me by surprise. It was CNBC (aka Capitalistically Nothing but Crap) and the accusation was ‘Microsoft and Amazon are hurting cloud competition, UK regulator finds’ (at https://www.cnbc.com/2025/07/31/uk-cma-cloud-ruling-microsoft-amazon.html) with “The regulator is concerned that certain cloud market practices are creating a “lock-in” effect where businesses are trapped into unfavorable contractual agreements.” So, that’s a thing now? The operative word is concerned. So, is this the way former Amazon UK boss, Doug Gurr, on an interim basis is showing the world that he released the chain and necktie from Amazon?

There is ‘some’ clustering and as the setting is advocated by some the score at present is “AWS holds approximately 29-31% market share, while Microsoft Azure has around 22-24%, and Google Cloud holds about 11.5-12%” The only surprising thing here is that Google is remarkably behind Microsoft by a little over 10%. Nothing to be worried about, but still the numbers set this out. The infuriating setting by the the CMA giving us “The CMA recommended a further investigation into Microsoft and Amazon under a strict new U.K. competition law to determine whether they have “strategic market status.” I am not ‘attacking’ the CMA, but as the old credence goes “Innovators create corporations, losers create hindrance for others” I suggest you take that as it goes. 

Yet there is more behind this all. Forbes gave us last week ‘Microsoft Can’t Keep EU Data Safe From US Authorities’ (at https://www.forbes.com/sites/emmawoollacott/2025/07/22/microsoft-cant-keep-eu-data-safe-from-us-authorities/) where we see “Microsoft has admitted that it can’t protect EU data from U.S. snooping. In sworn testimony before a French Senate inquiry into the role of public procurement in promoting digital sovereignty, Anton Carniaux, Microsoft France’s director of public and legal affairs, was asked whether he could guarantee that French citizen data would never be transmitted to U.S. authorities without explicit French authorization. And, he replied, “No, I cannot guarantee it.”” And this is how Microsoft faces a near death sentence by the American administration. So much so that Microsoft seemingly is creating a data centre solely for the EU. Julia Rone gave us last year (late 2024) “It has been well acknowledged that the European Union is falling behind the US and China when it comes to cloud computing because of its lack of technological capabilities. In a recently published article, however, I argue that there is another important and often overlooked reason for EU’s laggard status: the persistent disagreement between different EU member states, which have very different visions of EU cloud policy.” I take that at face value, as I am considering (through mere speculation) that these member states are connected to American stake holders in media trying to hinder the process, but that is another matter.

So as we see ““Microsoft has openly admitted what many have long known: under laws like the Cloud Act, US authorities can compel access to data held by American cloud providers, regardless of where that data physically resides. UK or EU servers make no difference when jurisdiction lies elsewhere, and local subsidiaries or ‘trusted’ partnerships don’t change that reality,” commented Mark Boost, CEO of cloud provider Civo.” It makes me wonder how America is different from the accusations that America threw in the face of Huawei. It is like the pot calling the kettle black. And this also gives wonder where the accusation against Amazon and Microsoft ends, because the cloud field is seemingly loaded with political players. They all see that data is the ultimate currency and America (as it is near broke) needs a lot of it to pay for the lifestyle they can no longer afford. In Europe the one that stands out (at least to me) is a firm I looked at in 2023 and it is growing rapidly. It is Swedish and not connected to any of the three and could become the largest in Europe. Its long-term vision involves operating eight hyper-scale data centers and three software development hubs across Europe by 2028, employing over 3,000 people. By 2030, the company aims to operate 10 hyper-scale data centers and employ over 10,000 people. There is too much focus on 2030, as I see it the American economy collapses on itself no later than 2028 and as I speculatively see it, it will drag Japan down with itself. That setting required a larger acceleration in both Europe and Asia as America will not play nice as per late 2026. At that point too many people will see where showboat America is heading too and the reefs in that area will be phenomenal. So, as I see it, the entire political swarm behind data centers and fictive AI will require a whole new range of management and I reckon that players like Amazon and Microsoft have never been dealt these cards before, so I shudder to think what will happen when it faces accusations from the EU, the CMA and others. This aligns with the accusation (from one source) giving us “An antitrust complaint filed by Google to the European Commission in September 2024, alleging that Microsoft’s licensing terms unfairly favor its own Azure cloud platform, making it difficult and expensive to use Microsoft software like Windows Server and Office on competing clouds.” I wonder, didn’t Microsoft played a similar game with gaming?

So whilst the infighting is going on on a continued setting, I wonder where Oracle will end up being? As I see it this is rather nice, but I am accusing myself at this point that we aren’t face with a tidal wave, but merely with 5 cups of tea all stating there is a storm happening and whilst the teacups are talking to each other and showing how bad the storm is, the reality is that it is not smooth sailing, but seemingly as close to it as possible. For that you need to see where Evroc is standing, where it is going and how fast it is achieving this. The second market is Oracle, how it is progressing and who it is partnered with (pretty much everyone) and these two elements show us that there are governmental captains stating that their pond is in a dreadful state (whilst presenting their cup of tea as a much larger pool then it is) the corporate captain stating there is a storm brewing, but absent of evidence and the media is flaming every storm it can so that they can get their digital dollars. But consider that Oracle is presenting good weathers and there are alternatives whilst the media actively avoid illuminating Evroc, with only TechCrunch giving us in March “Amid calls for sovereign EU tech stack, Evroc raises $55M to build a hyper-scale cloud in Europe” there were a few more and they are all technical places. The western media is largely absent as there are no digital dollars to be made here.

So consider what you see and try to see the larger picture, because there is a lot more, but some players don’t want you to see the whole image, it distorts their profit prediction. So did you see the little hidden snag? Where is Huawei cloud? Whilst this is going on ‘Huawei hosts conference on cloud technology in Egypt’ where we see that “the event drew more than 600 government officials, business leaders, and ecosystem partners from over 10 countries and regions”, as I see it, this is a classic approach to the “While two dogs are fighting for a bone, a third runs away with it” expression. So consider that part too please.

Have a great day.

Leave a comment

Filed under Finance, IT, Politics, Science

Tagged as , , , , , , , , , , , , , , , , , , , , , ,

July 31, 2025 · 10:22

Drowning in misrepresentation

That is the setting as I personally believe it to be. The problem isn’t me, the problem is that politicians are clueless and as such the people will end up suffering. As we get the article (at https://www.theguardian.com/technology/2025/jul/30/zuckerberg-superintelligence-meta-ai) telling us ‘Zuckerberg claims ‘super-intelligence is now in sight’ as Meta lavishes billions on AI’ the dwindling situation is overlooked. This is not on Meta or on Mark the innovator Zuckerberg, well, perhaps it is a little on him. But the setting of “Whether it’s poaching top talent away from competitors, acquiring AI startups or proclaiming that it will build data centers the size of Manhattan, Meta has been on a spending spree to boost its artificial intelligence capabilities for months now”. So, what are you missing? It is easy to miss it and unless you are savvy in data, there is absolutely no blame on you. I will blame politicians shoving the buck to a pile that has no representation and I do see that the political mind is merely ‘money savvy’, it does not have an alleged clue on data verification. There is a second point, it was given to me by someone (I don’t remember who) who gives us “All AI startups are their own shells linking to ChatGPT” I see the wisdom of that, but I never investigated that myself. You see, all these shells have issues with verification and these startups don’t have the resources to properly verify the data they have, so you end up having a bucket with badly arranged and misliked data. You would think that if they all link to ChatGPT it is a singular issue, but it is not. Language is one, interpretation of what is, is another side and these are merely two sides in a much larger issue. And hiding behind “build data centers the size of Manhattan” is nothing else than a massive folly. You see, what will power this? Most places in this world have a clear shortage of power and any data centre relying on power that isn’t there will crash with some regularity and these data links are maintained in real time, so links will go wrong again and again. And that link is seen by ‘some’ as “A new study of a dozen A.I. -detection services by researchers at the University of Maryland found that they had erroneously flagged human-written text as A.I. -generated about 6.8 percent of the time, on average” that implies that 1 in 15 statements are riddles with errors and there is no way around it until the verification passes are sorted out. Consider that one source gives us “monthly searches to more than 30.4 million during the last month”, this gives us that AI events resulted in 2,026,666 possible erroneous results and when that happens to something that was essential to your needs? When technical support and customer care fails because the number, aren’t right? How long will you remain a customer? That is the folly I am foreseeing and when all these firms (like Microsoft) are done shedding their people and they realise that the knowledge they actually had was pushed out of the side door? Where does this leave the customers? Will they remain Microsoft, Amazon, IBM or Google customers? This is about to hit nearly every niche in America business. The ones that held on the their people knowledge base tend to be decently safe, but the resources needed to clean up the mess that this created will scuttle the European and American economies as they overextended the new they spun themselves and when reality catches up, these people will see the dark light of a self created nightmare.

So in retrospect consider “Behind the hype of Microsoft backing and a $1B+ valuation, the company reportedly inflated numbers, burned through ~$450M funding, and collapsed into insolvency.” This setting was hyped on every channel and praised as a solution. It took less then a year to go from a billion to naught. How many even have a billion? Considering that Microsoft backed it, implies that they were unaware how they were, driven by a simple setting that should have been verified before they even backed it to over a $1,000,000,000 plus.

Now, we can feel sorry for Zuckerberg, not for the money, he probably has more in his wallet, but the ones wanting in on such a ‘great endeavor’ are bound to lose everything they own. This is a very slippery slope and as governments are seeing what some call as AI as a solution to solve a expensive setting in a cheap way are likely to lose the ownership of data of their entire population and these systems do not care who the owner is, they copy EVERYTHING. So where will that data end up going? I wonder who looked at the ownership of collected data and all the errors it has within itself.

The fear is not what it costs, but for billions of people is where their information will end up being and these politicians sell ‘sort of solutions’ which they cannot back with facts and in the end it will end up being the problem of a software engineer and that setting was too complicated to understand for any politician who was too eager to put his name under this and merely will shrug saying ‘I’m sorry’ whilst he is exiting through any side door with his personal wallet filled to the brink to a zero tax nation with a non-extradition treaty.

A setting we will see the media repeat time after time without seriously digging into the mess as they told us “Wall Street investors are happy with the expensive course Zuckerberg is charting. After the company reported better-than-expected financial results for yet another quarter, its stock soared by double digits.” All whilst the statement “Zuckerberg did not provide any details of what would qualify as “super-intelligence” versus standard artificial intelligence, he did say that it would pose “novel safety concerns”. “We’ll need to be rigorous about mitigating these risks and careful about what we choose to open source,”” is trivialized to the largest degree and in all this there is no setting of verification. Weird isn’t it? 

So feel free to enjoy you cub of toffee and don’t worry about the jacked setting of demonstration which was tracked by the original AI as “enjoy your cup of coffee and don’t worry about the impact of verification” because that is the likely heading of the coming super-intelligence

Have a great day (not have a grate clay).

Leave a comment

Filed under Finance, IT, Media, Politics, Science

Tagged as , , , , , , , , , , , , ,

July 27, 2025 · 21:42

Forgotten greats

That is where I saw myself. Thinking of a near forgotten great. It was 1935 and a relatively unknown director (in those days) it was his second movie for a new firm and that movie, the setting have been burned into my memory for over half a century. It takes a lot for something to happen to anyone. I am talking about the 39 steps. Even in 1935 the dangers of industrial espionage were seen as monumental and today this is worse. So as I see it. Based on the book by John Buchan, 1st Baron Tweedsmuir the movie by many that matter is seen as an absolute masterpiece (one of them is Orson Welles). As such I see a setting where someone can sort of rewrite the story to be more contemporary. The indication quote given in the movie is “The 39 Steps is an organization of spies collecting information on behalf of the foreign office of…” and we never heard the end because mr Memory was shot at that point in during the public performance. The act out of clear fear is a setting that should not be underestimated. Now, I would love to have a bite at that, but I already have three more running originals, one is a miniseries, one is a story in three seasons and one is an open endeavor spanning 3-4 seasons for now. As such my hands are full and the first work hasn’t even been sold yet. That one is a movie meant for Arabic streaming channels. As such, I need to hand it over to someone who feels frisky to go up against a great like Alfred Hitchcock. Trying to equal this masterpiece is already a herculean task, surpassing it will be close to impossible, but do try, I challenge you.

Consider the settings we have now. NIP (Near Intelligent Parsing), ‘AI’ advertisements by Facebook (or Meta) and that is merely the start. We have woke ‘idiots’ and we have religious nuts, take in measure the settings of a political administration that shoots itself in the foot, the disability of acting out against Russia and everyone is considering the yellow peril (aka China) setting the new frontier. All elements that can make a massive impact in a storyline. 

So as we consider the IP that is starting to make waves (Hyper-loop, AI (aka NIP)) and that is intertwining in western, eastern and Arabic settings. If that doesn’t make for a compelling story, it is out of my hands. Oh, and before you think it is merely governments. Consider the settings that Google, Microsoft, Meta, TikTok and Huawei take on the global stage. And they all want the same thing whilst aiming for similar goals. 

I think there is enough space for a rewrite of the 39 steps, the politics, business and technology are setting the stage that all want to ‘enable’ empowering that setting. And even as the 1935 original was merely implying that setting. Consider that we were given this month “Chinese theft of American IP currently costs between $225 billion and $600 billion annually.” Yet that is a two way stream. As I see it, the west has close to nothing to counter the innovations of Huawei and there is more. So what happens when a ‘dedicated’ corporation merely sets the goals towards profits and become the axial of all this? A sort of SMERSH in real life (like Bond faced in the 60’s) but there is no need for Mr. Memory. So what happens when data sets are given to OpenAI (or ChatGPT) and that system links (falsely or not) the parts that matter? So what happens to the overseers of such a system? I am merely opening doors for someone to pick up the quill and parchment (a laptop is so passé) but the idea comes across I hope. And considering last week, news with the alleged hacks by Violet Typhoon, this movie plot could thicken.

So what happens when that is the setting towards the conclusion, the middle is the start and during the movie you get start to middle in segments and that goes towards the conclusion of someone getting to the end of the story. My idea is that this could make a magnificent movie with a woman in the lead. Perhaps Florence Pugh, Jenna Ortega, Sydney Sweeney, Anya Taylor-Joy, Saoirse Ronan, or Elle Fanning could be cast. You see, this needs to be a ‘younger’ actress. As I see it under 30. A side story would be that she is into climbing, a loner that is driven to succeed in her IT/Consultancy job. Oh and these are merely characters I know off, there are plenty of actresses that could apply. I am merely thinking of the type, not the exact character and I think that this is meant for the one taking up the baton. Would be great if a Canadian or Nordic picks up that challenge. And I got a few more ideas. It could be set against actual political events of 2025. As I see it, this movie makes a massive impact if the movie starts with:

This movie is entirely fictional, any resemblance to actual persons or events is purely coincidental

As a wink to the 1932 claim against MGM is entertaining enough, but when you base this on 2025 events it will gain traction by millions of conspiracy theorists who will drive the movie along making a lot more interested in seeing this work.

A simple setting that should make Alfred Hitchcock wink at the writer and director, in equal measure Orson Welles would applaud the setting as it is a wink towards The Night That Panicked America and the October 30 1938 broadcast it was based upon. It was one hell of a peekaboo. 

I reckon this can be done again and nicely on the bog screen. So if you reckon to be a script writer, here is your chance.

Have a great day. Another fine idea released before Monday morning.

Leave a comment

Filed under IT, movies, Politics, Science

Tagged as , , , , , , , , , , , , , , , , , , , , , , , , , , , ,

July 26, 2025 · 03:18

Is there a downturn?

That was the secondary view I was given. The first was a quote by that (me giggling) astrophysical Neil deGrasse Tyson. No disrespect, he states settings well and with massive clarity. But the one quote he gave us was “knowing enough about a subject to think you’re right, but not enough about the subject to know you’re wrong”. That took me, not by surprise, but it had impact. I reported on America tourism through media clues given. Tourism is something that I know little about (my last vacation was 2002). My main reaction was indolence of Canada, as such as they are shunning America, I stand with them. That will teach most of these 51st State Theologians (they are always praying to god for places they can’t have) a lesson and as a Commonwealthian (aka Australian) I have to stand with my Canadian brethren (sisters too). 

So I reported on these fall backs. Then I noticed a few items and my setting slightly changed. There is a rumbling of adjusted data and it doesn’t spell good news. As I see it Google is involved and I for one have massively supported their points of view. As such the quote from that space expressionist (nothing negative) comes to mind. “knowing enough about a subject to think you’re right, but not enough about the subject to know you’re wrong” it is important. Is this me? It could be, I know am not a expert on tourism, I think I still know how to be one and that is it. But data, data is my rap and I have worked with data for decades. So I am spouting here the setting of what I see and perhaps you will also see the issue that arises. Because it is not merely the subject, it is the knowing that the facts do not add up. Even if you accept that the media tends to slice and dice data to give the view they need to have to power the view they want to instill on the readers. Yet, here is the hidden clue. When you look at the slices, the picture feels wrong. The part cannot be seen as the whole. That is the hidden feature of media, that is seemingly their strength. Yet when you have enough slices and partial view, the whole picture tends to make sense. Here it does not, and to illuminate these settings I put several of them here, you can see for yourself what you can make of it. I still think something is off. Lets start off by quoting everyones favourite delusional view (AI) and in this case Googles.

You can see the setting it ‘gives’ us. 

The first is given to us (at https://www.ctol.digital/news/us-tourism-slump-retail-impact-july-24/) by ctol digital solutions with ‘Tourism Downturn Threatens $20 Billion US Retail Spending Crisis’ now, we can rant about this but the overall downturn for 2025 is set to $29 billion. And this is now set to a larger premise of $20 billion (retail), there is no reason to fight the numbers, yet as I see it, the ‘gemini’ view is that this merely constitutes $2600 billion, raking in $585 billion in tax dollars. As I see it, this merely constitutes slightly less then 1%, is that a crises, or an overreaction? I could see it as panic writing. 

Then we get the New York Post giving us 6 hours ago ‘Foreign tourism to NYC expected to see ‘devastating’ $4B drop this year according to industry experts’ (at https://nypost.com/2025/07/25/us-news/foreign-tourism-to-nyc-expected-to-see-devastating-4b-drop-this-year-according-to-industry-experts/) where we see “The drop — which could be as much as 14% — will have a brutal effect on the New York economy, as foreign tourists usually spend big, according to NYC Tourism + Conventions, which did the study. “Although international visitors make up 20% of total visitation, they account for approximately 50% of all visitor spending, making them essential to New York City’s economy,” group CEO Julie Coker said in a statement.” Really? As I see it $4B is merely 0.25%, but we are looking at the whole picture, for New York 14% and the international visitations being up to 20% is a lot, but when you see it against the ‘Gemini’ (aka Google) numbers, something is starting not to add up. 

Then we shift focus to Travel And Tour World (TTW), who gave us a mere 20 hours ago ‘Retailers in Major US Cities Like New York, Los Angeles, and Chicago Face Twenty Billion USD Decline in Sales as International Tourist Spending Slows’ (at https://www.travelandtourworld.com/news/article/retailers-in-major-us-cities-like-new-york-los-angeles-and-chicago-face-twenty-billion-usd-decline-in-sales-as-international-tourist-spending-slows/) where we see “Retailers in major US cities like New York, Los Angeles, and Chicago are feeling the impact of a significant shift in consumer behaviour as foreign tourist spending decline, twenty billion USD. These iconic cities have long depended on the influx of international visitors, who often contribute substantially to retail sales, especially in luxury goods and high-end fashion. However, as travel patterns change and tourists adjust their spending habits, many retailers are seeing fewer footfalls in their stores, directly affecting their bottom lines.” From this we can take two settings. The first is the setting that we are getting closer to the $29 billion and that Los Angeles and Chicago represent 75% of the loss. I have an issue with that. I get that New York is losing money, but to see this as a mere 25% of what Los Angeles and Chicago represent? That doesn’t make sense. I get that Los Angeles is big, as would California as a whole but the percentages are off, especially against the numbers that Google AI gives us. It seems to be a mere storm in a cup of water. And I can recite a whole range of additional articles, but the point should be coming across now. So, is there a bigger picture? Yes, there is and I have stated this again and again. Verification is essential for any data to be set and here I am getting to the stage that Google has altered numbers, or at least limitations of what their (so called) AI is spouting at us. The sources of these data stages are debatable. It is like the old market research settings we can (at times) see that the opposition of any stance might be 69%, but it is the ’N’ that makes the cake and if it is 256 people it is seen as trivial, only if we have 8,263,000 (estimated population of New York) will it become an actual crises issue and these articles give us percentages, but the ’N’ is absent, making the whole setting debatable at best. 

To complete the setting I have one additional source. It is the Travel (at https://www.thetravel.com/american-airlines-passengers-concerned-hundreds-of-us-domestic-flights-cancelled-august/) giving us ‘American Airlines Has Passengers Concerned With Hundreds Of U.S. Domestic Flights Cancelled As Of August’ where we see “AA’s domestic U.S. flights. It appears that American Airlines is scaling back significantly, with hundreds of cancellations scheduled to take place as of August. AA has made these changes for several reasons. One of them involves current trends” Now, this might be fine as we are also given “while the other is due to an ongoing dispute with a specific U.S. airport” is that reason to cancel hundreds of flights? It might be, I just don’t know. But the overall news as we saw it in the last few weeks implies that passengers are seemingly absent and that makes the setting of the Google AI debatable at best. The numbers do not add up in several directions and personally I have an issue with that. I am not stating that I am above the quote that Neil deGrasse Tyson gave us all. I am saying that I merely know enough about data that there are issues and most likely in several settings. Personally I am with the setting that Canadian are shunning America (mostly due to the 51st state notion) and we have seen several settings towards view. And even as Canada is merely one nation, the tourism setting seems wrong. Especially as the media is allegedly creating a perfect storm in a teacup, because that is what is implied and the numbers do not bear out that view. 

Am I right, am I wrong? I let you consider that for yourself but when you see the ‘AI’ view, it doesn’t add up to the views that the media are giving us. So few free to disagree, feel free to adjust your views too, but something is off. Have a great day today.

Leave a comment

Filed under Finance, IT, Media, Politics, Science, Tourism

Tagged as , , , , , , , , , , , , , , , , ,

July 23, 2025 · 10:56

Speculating about the day after tomorrow

That is the question that is overwhelming me. Most of us are aware that America is now a burning house. Plenty of people are running away. In 2025 the UAE is expected to get 8800 millionaires moving in (I expect most of them are Americans). 

That and the fact that some corporations are moving out of America, heading of to Canada is merely a second setting. You see that tourism and a hostile world based on tariffs is one, the setting that comes next is not the one I am clear on. I had to think deeply about what it coming next. And I think I have worked a few things out. Apple is already opening a much larger niche in Saudi Arabia, but then? This is what I saw:

STC had a revenue of $20,238,100,000 and they can do more. As we are also given that 92% of individuals aged 12 to 65 using cell phones. As such there is a larger thought that Apple is riding the waves of next week and I know that Huawei is there already, I do not know where Google is, but Saudi Arabia is setting the premise (via Neom) that millions will need servicing in the near future and for the Saudi Telecom Company there is an additional opening for more revenue. There is the call for the STC to bring in their own mobile phone. They can do it via another, or they can grow their own ‘budget’ phone. The setting makes sense. I guess that STC will go the way of Android, a presumption I give you that. But then Saudi Arabia has its own mobile, with Pakistan (247m) and Indonesia (280m) almost too eager to accept that setting and this will allow STC to grow its beachfronts in almost all directions and as these markets are filled, they will be able to offer a much stronger mobile to Europe. This will enable STC to grow into European carriers and markets. That is the growth that the next 5 years will bring. And as America is getting deeper and deeper into trouble. Those ‘advocating’ the American dream are now hiding for dear life and they are banking that another venue opens and that is the way in for Saudi Arabia. 

A larger setting that will be opening up and you can believe the spin that will be coming from the Trump administration, but the ‘donation’ to the Trump administration will enable Saudi Arabia get access to the American carriers too. The escalations that Saudi Arabia has been setting by increasing the stronger 5G was already in motion as per June 2021, so they were already moving in this way. So as America shot themself in the foot and broke their own glasses, the options are opening stronger and faster. I reckon that Apple opening markets in Saudi Arabia too a much larger degree is the last piece of grass that I needed to foretell the settings that are coming in the next iteration and America did this all to themselves. Saudi Arabia merely saw a tactical option to control a larger piece of the 5G settings and I reckon that they will be holding the upgrade of telecom centers in Pakistan and Indonesia as a juice bone whilst at the same time offering contracts including a STC 5G phone. Consider how many people took that setting with their local telecoms including Orange, KPN, Vodafone, Optus, Telstra and several others. STC is seeing the opening and Saudi Arabia is becoming a global player in telecom and 5G and all that comes with with newly build development centers in NEOM (I’m specifically considering Aquellum) a setting that allows Saudi Arabia to grow influence on a global scale. 

If only the American stakeholders had not been ‘filtering’ out news for years and that is the setting I saw evolving 4 years ago. If only the media had properly informed us from day one. So, as I see (read presume) certain evolutionary steps, others might have seen it if they were given access to the actual news. I had an advantage knowing a handful of languages beside English, so I had an advantage. 

Now Saudi Arabia gets a much bigger advantage and it is partially due to (as I personally see it) the evolution of the STC, which should give Al Arabiya and the MBC Group a much larger setting towards the half a billion people in 2 nations and that is before the influence in Egypt and Europe will be showing markers. That will be in the papers soon enough and whilst people will ‘doubt’ this and others will spin it as ridiculous, consider the impact that advertising to a population of 500,000,000 people will bring. When Pakistan and Indonesia will grow beyond certain markers (I know that there are markers, but I have no idea what numbers are set to these markers). Advertisers will seek new channels taking them out of the once they have (like YouTube, TikTok) and other advertising settings. The channels will not completely go away, but they will see dwindled revenue numbers. That is the second tier in this and this is another evolution branch for the STC (optionally the MBC group too). 

A setting that was almost chiseled in stone and I saw parts of this in 2021. There is a pride setting for Saudi Arabia, but to set the telecom of 5G to 700% of what America offers seems a little over the top. At that time I thought it was Huawei and China that were the driving parties, but with the settings I saw develop in the last few weeks I reckon that Saudi Arabia was ahead of the settings by a lot. I presume that the evolutions over the last month merely brought this all to the surface. 

So lets see what America does next. All have a great day and consider what damage will be done to America tomorrow, because that is still very much on the mind of many.

Leave a comment

Filed under Finance, IT, Media, Politics, Science

Tagged as , , , , , , , , , , , , , , , , , , , , , , , , , , , ,

July 16, 2025 · 23:22

Message to a boss

Yup, there it is. A message for Sergey Brin, big boss (aka fearless leader) of Google, aka Alphabet the leader of a firm from A to Z. And the message starts with “Wakey, wakes, its day breakey.” It is 05:53 in the morning in California now and it is Wednesday over there (I am not that early, it is 22:53 here in Sydney) even if we are on the same day, there is a difference. So I went on my merry way this morning and I forgot to charge my Google Watch 2, so I started my day with a watch on 25%. Now there is no bad ending, but it gave me an idea and this idea is meant for Sergey Brin, so he can upgrade his warez.

This is a magnet connected charge point for the Google Watch, Considering that my Google Pixel 9 Pro can share power this device could be used to charge my watch whilst having a coffee, or when sitting behind a desk. The benefit of this is that it could connect to wireless charging the phone and/or the watch using a wireless power bank, as such there are several solutions to make. There is the benefit to add it as a direct connection to a power bank, but the versatility of this as a separate device might be the better solution as this would enable the customer to choose their own power bank, or as seen as a versatile solution in other directions, even as a new third party solution. 

As such this might seem like a short story (it is for Sergey), but as I was on a roll, I decided to look at something else, basically I was stuck in season 3 and I had a hard time getting progress in the series Engines, but then I remembered the game Chains of Olympus, which I never replayed on the PSP. But a thought came to me and that was connected to the Furies and in specific Orkos, but there is a link to the Hecatonchires. As such there was a new cog in the story and I was considering the approach to start in season 2 but that is basically as far as I got, but there is a new stage added to Engonos. But more on that soon, as long as I now set aside Resituam Vitam and take a new look at Engonos and transform the stories that I had put into my blog and set the papers to create the scripts for season one and two, so I reckon that I have plenty to do in the near future. But more on that later. 

As such, my day is done, but there will be more options to consider tomorrow, so have a great day.

Leave a comment

Filed under IT, Media, Science, Stories

Tagged as , , , , , , , , , , , , , , ,

July 13, 2025 · 11:25

Speculating on language

That was the setting I found myself in. There is the specific on an actual AI language, not the ones we have, but the one we need to create. You see, we might be getting close to trinary chips. You see, as I personally see it, there is no AI as the settings aren’t ready for it (I’ve told that before), but we might be getting close to it as the Dutch physicist has had a decade to set the premise of the proven Epsilon particle to a more robust setting and it has been a decade (or close to it) and that sets the larger premise that an actual AI might become a reality (were still at least a decade away), but in that setting we need to reconsider the programming language. 

BinaryTrinary
NULLNULL
TRUETRUE
FALSEFALSE

BOTH

We are in a binary digital world at present and it has served our purpose, but for an actual AI it does not suffice. You can believe the wannabe’s going on about we can do this, we can do that and it will come up short. Wannabe’s who will hide behind data tables in data tables solutions and for the most (as far as I saw it) only Oracle ever got that setting to work correctly. The rest merely grazes on that premise. You see, to explain this in the simplest of ways. Any intelligence doesn’t hide behind black or white. It is a malleable setting of grey, as such both colors are required and that is where Trinary systems with both true and false activated will create the setting an AI needs. When you realise this, you see the bungles the business world needs to hide behind. They will sell these programmers (or engineers) down the drain at a moments notice (they will refer to it as corporate restructuring) and that will put thousands out of a job and the largest data providers in class action suits from start to up the wazoo. 

When you see what I figured out a decade ago, the entire “AI” field is driven to nothing short of collapse. 

My mind kept it in the back of my mind and it worked on the solutions it had figured out. So as I see it something like C#+ is required. An extended version of C# with LISP libraries (the IBM version) as the only one I also had was a Borland program and I don’t think it will make the grade. As I personally see it (with my lack of knowledge) is that LISP might be a better fit to connect to C#. You see, this is the next step. As I see it ‘upgrading’ C# is one setting, but LISP has the connectors required to make it work and why reinvent the wheel? And when the greedy salespeople figure out what they missed over the last decade (the larger part of it) they will come with statements that it was a work in progress and that they are still addressing certain items. Weird, I got there a decade ago and they didn’t think I was the right material. As such you can file their versions in a folder called ‘What makes the grass grow in Texas?’ (Me having a silly grin now). I still haven’t figured it all out, but with the trinary chip we will be on the verge of getting an actual AI working. Alas, the chip comes long after we bid farewell to Alan Turing as he would have been delighted to see that moment happen. The setting of gradual verification, a setting of data getting verified on the fly will be the next best thing and when the processor gives us grey scales that matter, we will see that contemplated ideas that will drive any actual AI system forward. It will not be pretty at the start. I reckon that IBM, Google and Amazon will drive this And there is a chance that they all will unite with Adobe to make new strides. You think I am kidding, but I am not. You see, I refer to greyscales on purpose. The setting of true and false is only partially true. The combination of the approach of BOTH will drive solutions and the idea of both bing replaced through channels of grey (both true and false) will be in first a hindrance and when you translate this to greyscales, the Adobe approach will start making sense. Adobe excels in this field and when we set the ‘colorful’ approach of both True and False, we get a new dimension and Adobe has worked in that setting for decades, long before the Trinary idea became a reality. 

So is this a figment of my imagination?
It is a fair question. As I said there is a lot of speculation through the date here and as I see it, there is a decent reason to doubt me. I will not deny this, but those deep into DML and LLM’s will see that I am speaking true, not false and that is the start of the next cycle. A setting where LISP is adjusted for trinary chips will be the larger concern. And I got to that point at least half a decade ago. So when Google and Amazon figure out what to do we get a new dance floor, a boxing square where the lights influences the shadows and that will lead to the next iteration of this solution. Consider one of two flawed visions. One is that a fourth dimension cases a 3D shadow, by illuminating the concept of these multiple 3D shadows the computer can work out 4D data constraints. The image of a dot was the shade of a line, the image of a 2D shape was the shadow of a 3D image and so on. When the AI gets that consideration (this is a flaky example, but it is the one that is in my mind) and it can see the multitude of 3D images, it can figure out the truth of the 4D datasets and it can actually fill in the blanks. Not the setting that NIP gives us now, like a chess computer that has all the games of history in its mind, so it can figure out with some precision what comes next. That concept can be defeated by making what some chess players call ‘A silly move’, now we are in the setting of more as BOTH allows for more and the stage can be illustrated by an actual AI to figure out what should be really likely to be there. Not guess work, but the different images make a setting of nonrepudiation to a larger degree, the image could only have been gotten by what should have been there in the first place. And that is a massive calculation, don’t think it won’t be deniable, the data that Nth 3D images gives us set the larger solution to a given fact. It is the result of 3 seconds of calculations, the result to a setting the brain could not work out in months. 

It is the next step. At that point the computer will not take an educated guess, it will figure out what the singular solution would be. The setting that the added BOTH allows for. 

A proud setting as I might actually still be alive to see this reality come to pass. I doubt I will be alive to see the actual emergence of an Artificial Intelligence, but the start on that track was made in my lifetime. And with the other (unmentioned) fact, I am feeling pretty proud today. And it isn’t even lunchtime yet. Go figure.

Have a great day today.

Leave a comment

Filed under Finance, IT, Science

Tagged as , , , , , , , , , , , , , , ,

July 12, 2025 · 05:34

IT said vs IT said

This is a setting we are about to enter. It was never rocket science, it was simplicity itself. And I mentioned it before, but now Forbes is also blowing the trumpet I mentioned in a clarion call in the past. The article (at https://www.forbes.com/councils/forbestechcouncil/2025/07/11/hallucination-insurance-why-publishers-must-re-evaluate-fact-checking/) gives us ‘Hallucination Insurance: Why Publishers Must Re-Evaluate Fact-Checking’ with “On May 20, readers of the Chicago Sun-Times discovered an unusual recommendation in their Sunday paper: a summer reading list featuring fifteen books—only five of which existed. The remaining titles were fabricated by an AI model.” We have seen these issues in the past. A Law firm stating cases that never existed is still my favourite at present. We get in continuation “Within hours, readers exposed the errors across the internet, sharply criticizing the newspaper’s credibility. This incident wasn’t merely embarrassing—it starkly highlighted the growing risks publishers face when AI-generated content isn’t rigorously verified.” We can focus on the setting about the high cost of AI errors, but as soon as the cost becomes too high, the staters of this error will get a Trump card and settle out of court, with the larger population being set in the dark on all other settings. But it goes into a nice direction “These missteps reinforce the reality that AI hallucinations and fact-checking failures are a growing, industry-wide problem. When editors fail to catch mistakes before publication, they leave readers to uncover the inaccuracies. Internal investigations ensue, editorial resources are diverted and public trust is significantly undermined.” You see, verification is key here and all of them are guilty. There is not one exception to this (as far as I can tell), there was a setting I wrote about this in 2023 in ‘Eric Winter is a god’ (at https://lawlordtobe.com/2023/07/05/eric-winter-is-a-god/) there on July 5th, I noticed a simple setting that Eric Winter (that famous guy from the Rookie) played a role in The Changeling (with the famous actor George C. Scott). The issue is two fold. The first is that Eric was less than 2 years old when the movie was made. The real person was Erick Vinther (playing a Young Man(uncredited)) This simple error is still all over Google, as I see it, only IMDB has the true story. This is a simple setting, errors happen, but in over 2 years that I reported it, no one fixed this. So consider that these errors creep into a massive bulk of data, personal data becomes inaccurate, and these errors will continue to seep into other systems. The fact that Eric Winter at some point sees his biography riddled with movies and other works where his memory fades under the guise of “Did I do this?”. And there will be more, as such verification becomes key and these errors will hamper multiple systems. And in this, I have some issues on the setting that Forbes paints. They give us “This exposes a critical editorial vulnerability: Human spot-checking alone is insufficient and not scalable for syndicated content. As the consequences of AI-driven errors become more visible, publishers should take a multi-layered approach” you see, as I see it, there is a larger setting with context checking. A near impossible setting. As people rely on granularity, the setting becomes a lot more oblique. A simple  example “Standard deviation is a measure of how spread out a set of values is, relative to the average (mean) of those values.” That is merely one version, the second one is “This refers to the error in a compass reading caused by magnetic interference from the vessel’s structure, equipment, or cargo.” 

Yet the version I learned in the 70’s is “Standard deviation, the offset between true north and magnetic north. This differs per year and the offset rotates in eastern direction in English it is called the compass deviation, in Dutch the Standard Deviation and that is the simple setting on how inaccuracies and confusions are entered in data settings (aka Meta Data) and that is where we go from bad to worse. And the Forbes article illuminates one side, but it also gives rise to the utter madness that this StarGate project will to some extent become. Data upon data and the lack of verification. 

As I see it, all these firms relying on ‘their’ version of AI and in the bowels of their data are clusters of data lacking any verification. The setting of data explodes in many directions and that lack works for me as I have cleaned data for the better pat of two decades. As I see it dozens of data entry firms are looking at a new golden age. Their assistance will be required on several levels. And if you doubt me, consider builder.ai, backed my none other than Microsoft and they were a billion dollar firm and in no time they had the expected value of zero. And after the fact we learn that 700 engineers were at the heart of builder.ai (no fault of Microsoft) but in this I wonder how Microsoft never saw this. And that is merely the start. 

We can go on on other firms and how they rely on ai for shipping and customer care and the larger setting that I speculatively predict is that people will try the stump the Amazon system. As such, what will it cost them in the end? Two days ago we were given ‘Microsoft racks up over $500 million in AI savings while slashing jobs, Bloomberg News reports’, so what will they end up saving when the data mismatches will happen? Because it will happen, it will happen to all. Because these systems are not AI, they are deeper machine learning systems optionally with LLM (Large Language Modules) parts and as AI are supposed to clear new data, they merely can work on data they have, verified data to be more precise and none of these systems are properly vetted and that will cost these companies dearly. I am speculating that the people fired on this premise might not be willing to return, making it an expensive sidestep to say the least. 

So don’t get me wrong, the Forbes article is excellent and you should read it. The end gives us “Regarding this final point, several effective tools already exist to help publishers implement scalable fact-checking, including Google Fact Check Explorer, Microsoft Recall, Full Fact AI, Logically Facts and Originality.ai Automated Fact Checker, the last of which is offered by my company.” So here we see the ‘Google Fact Check Explorer’, I do not know how far this goes, but as I showed you the setting with Eric Winter has been there for years and no correction was made. Even as IMDB doesn’t have this. I stated once before that movies should be checked against the age the actors (actresses too) had at the time of the making of the movie. And flag optional issues, in the case of Eric Winter a setting of ‘first film or TV series’ might have helped. And this is merely entertainment, the least of the data settings. So what do you think will happen when Adobe or IBM (mere examples) releases new versions and there is a glitch setting these versions in the data files? How many issues will occur then? I recollect that some programs had interfaces built to work together. Would you like to see the IT manager when that goes wrong? And it will not be one IT manager, it will be thousands of them. As I personally see it, I feel confident that there are massive gaps in the assumption of data safety of these companies. So as I introduced a term in the past namely NIP (Near Intelligent Parsing) and that is the setting that these companies need to fix on. Because there is a setting that even I cannot foresee in this. I know languages, but there is a rather large setting between systems and the systems that still use legacy data, the gaps in there are (for as much as I have seen data) decently massive and that implies inaccuracies to behold. 

I like the end of the Forbes article “Publishers shouldn’t blindly fear using AI to generate content; instead, they should proactively safeguard their credibility by ensuring claim verification. Hallucinations are a known challenge—but in 2025, there’s no justification for letting them reach the public.” It is a fair approach, but there is a rather large setting towards the field of knowledge where it is applied. You see, language is merely one side of that story, the setting of measurements. As I see it (using an example) “It represents the amount of work done when a force of one newton moves an object one meter in the direction of the force. One joule is also equivalent to one watt-second.” You see, cars and engineering use Joule in multiple ways, so what happens when the data shifts and values are missed? This is all engineer and corrector based and errors will get into the data. So what happens when lives are at stake? I am certain that this example goes a lot further than mere engineers. I reckon that similar settings exist in medical application, And who will oversee these verifications?

All good questions and I cannot give you an answer, because as I see it, there is no AI, merely NIP and some tools are fine with Deeper Machine Learning, but certain people seem to believe the spin they created and that is where the corpses will show up and more often than not in the most inconvenient times. 

But that might merely be me. Well time for me to get a few hours of snore time. I have to assassinate someone tomorrow and I want it too look good for the script it serves. I am a stickler for precision in those cases. Have a great day.

Leave a comment

Filed under Finance, IT, Media, Science

Tagged as , , , , , , , , , , , , , , , , , , , , ,