Tag Archives: LLM

February 27, 2026 · 11:06

The fear behind us

There is a setting, one that requires scrutiny and one that demands closer looks. You see, I do not completely agree with the setting that The Guardian gives us (at https://www.theguardian.com/technology/2026/feb/26/how-to-replace-amazon-google-x-meta-apple-alternatives) with the illustrious title ‘Leave big tech behind! How to replace Amazon, Google, X, Meta, Apple – and more’ the first big thing is that there is no mention of Microsoft in that title. So that is the very first thing that comes to mind. Especially as CoPilot was mentioned earlier this week of sifting through our confidential emails. I can drop the ‘alleged’ as Microsoft admitted to this and basically said ‘Oops’ as an implied reason. So what gives?

It starts with “So many ills can be laid at its door: social media harms, misinformation, polarisation, mining and misuse of personal data, environmental negligence, tax avoidance, the list goes on. Added to which, Silicon Valley’s leaders seem all too keen to cosy up to the Trump administration, to shower the president with bribes – sorry, gifts – and remain silent about his worsening political overreach. And that’s before we get to the rampant “enshittification”, as the tech writer Cory Doctorow describes it, which means that by design many big tech products have become less useful and more extractive than they were when we originally signed up to them.” OK, I can go along with this. And the sentence “many big tech products have become less useful and more extractive than they were when we originally signed up to them” gets a mention from me because some of these ‘culprits’ seemingly have no idea what innovation is, for the you have to look towards China, specifically Huawei and Tencent. So we get to the first hurdle. 

“Google has cornered 90% of the search market for the past decade, but it is often no better, and sometimes demonstrably worse than its rivals, perhaps on purpose – Doctorow has called Google: “the poster-child for enshittification” citing its alleged strategy of worsening search quality so that users spend more time on the site. But changing the default search engine on any device is extremely easy. I’ve been using Ecosia for years. Instead of using your searches to fill corporate coffers, it uses them to plant trees. The Berlin-based company claims to have planted nearly 250m trees since it launched in 2009 (you can even get your own personal counter to feel extra virtuous). Ecosia commits 100% of its profits to climate action (over €100m so far), produces more clean energy than it consumes via its own solar plants, and collects minimal data on its users. Ecosia’s search results are not always as thorough as Google, admittedly (in the “news” category, for example), though the toolbar does give you options to search via Google and Bing if you need to.” The issue is that Ecosia is for all intent and matters Microsoft Bing. So this is seemingly a sales talk by a journalist because there is a massive problem finding anything by Microsoft reliable. And then we get the real stuff, Microsoft knows it is in hot waters, so we are given “The French company Qwant is similarly privacy-oriented (its slogan is “The search engine that values you as a user, not as a product”) and is now mostly independent (having started out based on Bing). It is now partnering with Ecosia to build a new “European search index”.” Yes but Microsoft is American ands as such your data will be copied and frowned on, browsed through to all their hearts content. If this is wrong, Ecosia and Qwant better clearly state that they are independent of Microsoft, because it is still the issue in Europe and for what they state the their DATA is completely secure, the issue becomes where are the backups? If they are on an American cloud or server, the setting of privacy is set to 0%. 

I can agree with the Browser chapter and even as I still rely on Google (it has never failed me), I get that no everyone is in that chapter of things. I get the Office part. I myself downloaded LibreOffice (download only, no installation yet) and I will look at it at some point, the Apple apps do their work brilliantly. So we are given “Many of them, including Austria’s military and local governments in Germany and France, are switching to LibreOffice, created by the Berlin-based, nonprofit, The Document Foundation. Businesses and individuals are doing the same. Ethical Consumer has used LibreOffice for some time, says Fraser. “It’s an open-source version of Word, and all of the Office tools. It works and looks basically the same.”” I personally reckon that this is the problem Microsoft has and getting the data from Ecosia might be their last handhold to European data, this is not a given, but I expect that this is the inside not Europe to some degree. And whilst everyone is concerned with the privacy of data, I reckon that similar to the setting of 1998-2002, no one is digging and questioning the stages of backups. But that might merely be me and as I am no longer living in Europe, I casually don’t care.

Then we see the mobile settings with a shoutout to Fairphone in the Netherlands. I have nothing against Fairphone, but it always makes me wonder if Fairphone had the same idea that Tulip had in the 90’s. That doesn’t make it wrong, it is merely a Business Ploy that should be considered. I am now and always have been a Google guy. So when we see “There is a catch: most of these phones still rely on Google’s Android operating system, but any phone can be fully “de-Googled” with the /e/OS operating system (it comes as standard with Murena phones), developed by the global, mostly European, nonprofit, e Foundation.” I can think of a way where Google can set this with their Pixels. When the consumer can select Google or A Linux version that does most of the stuff, Google clearly wins in several chapters. I reckon that these flower can merely snap market share because of this, when Google leaves it to the consumers, Google wins nearly automatically. Oh and in all this there is no mention of HarmonyOS in this and I reckon that these smaller players are adjusting to HarmonyOS as we speak, or cater to, or appease that branch. Not everyone in Europe is ‘China hating’ material. And that is merely the smallest setting of these parts. I am personally not touching the shopping side. I was raised as a follower of ‘Support your local hooker’ a phrase from the late 70’s. In that age we got malls, supermarkets and such and die to that escalation loads of local stores went through a foreclosure setting. In that same way I don’t order from Amazon. I have nothing against Amazon and they closed the gap of rural places having no way to get stuff to them having plenty of stuff and over 60% or Europe and 71% of rural USA is now served. As such Amazon did them right. I just believe that I should get to the local stores to get what I need. I only had to resort to Amazon twice in the last 10 years. So I am happy. And all these Amazon haters can go sit in a corner trying to work out the function of a cheese slicer (revelation: the red corners that are diminishing have figured it out).

But my issue is that Microsoft is shown in a ‘favorable’ light, they aren’t and they aren’t due that setting as I personally see it. The fear behind this is not the Big-tech, it is the policy that comes through the CLOUD Act (2018), it gives America too much ability to get to out data and in several cases non-American IP, which is even more frightfully. these hundreds of data centers have no reason to exist if the CLOUD Act (2018) what made illegal, that is how I see it and there is no saving Microsoft, because we get ‘blunder’ after ‘blunder’ and how long until we get another ‘Oops’ setting but now corporate IP was set in some AI hole? That is the larger fear that I see and there is no stopping it, whilst corporations are breathing the AI cloud through wannabe’s who want to move up in the world, that data is most likely to get compromised and as corporations are not setting the HR and data loops to any scrutiny, this is likely already happening and will continue to happen until the then valueless corporations see that they had to act a lot sooner than the day before all their data is in other hands. We already have Thomson Reuters v. ROSS Intelligence (2025), Bartz v. Anthropic (2025/2026), Disney & NBCUniversal v. Midjourney and the best case is United States v. Heppner (2026) where we see that documents drafted using a public, consumer-grade AI tool were not protected by attorney-client privilege or the work product doctrine. And that is the setting that people miss. Should someone at IBM use that setting this work becomes public, so consider that this is not IBM, but Microsoft using Copilot or OpenAI (ChatGPT) the work of your corporation becomes for all intent and purposes Public Domain, did you sign up for that?

There is plenty in the article that makes sense, but the ones that aren’t mentions are a larger fear creator than anything you are trying to hide from. Just an idea to consider. Have a great day this day.

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February 18, 2026 · 15:23

The deluded new congregation

That is the thought I had when I looked at ‘AI challenges the dominance of Google search’ (at https://www.bbc.com/news/articles/c1dx9qy1eeno)  where we see a picture of a pretty girl and the setting that “Like most people, when Anja-Sara Lahady used to check or research anything online, she would always turn to Google. But since the rise of AI, the lawyer and legal technology consultant says her preferences have changed – she now turns to large language models (LLMs) such as OpenAI’s ChatGPT. “For example, I’ll ask it how I should decorate my room, or what outfit I should wear,” says Ms Lahady, who lives in Montreal, Canada.” It seems like a girly girly thing to do (no judgement) but the better angels of our nature, stated by Abraham Lincoln in his 1861 inaugural address requires reliability and the fake AI out there doesn’t have it, it is trained on massively inaccurate data, some sources give us that Reddit and Wikipedia is the main source of trained data in excess of 60%, whilst it uses Google data for a mere 23.3%, as such your new data becomes a lot less accurate and when I seek information, I like my data to be as accurate as possible. And of course she adds a little byline “Ms Lahady says her usage of LLMs overtook Google Search in the past year when they became more powerful for what she needed. “I’ve always been an early adopter… and in the past year have started using ChatGPT for just about everything. It’s become a second assistant.” While she says she won’t use LLMs for legal tasks – “anything that needs legal reasoning” – she uses it in a professional capacity for any work that she describes as “low risk”, for example, drafting an email.” I would hazard the thought that she wasn’t even old enough to touch a keyboard when she ‘early adopted’ Google. We now see more and more the setting that influencers (to be) will shout the “AI vibe” but the setting is nowhere near ready and whilst we look at the place, consider that she might be doing it in French (Montreal, Canada) so where is the linguistic setting in all this BBC? So whilst we get “A growing number are heading straight for LLMs, such as ChatGPT, for recommendations and to answer everyday questions.” My thought is ‘A what cost to our private data?’ And then the BBC makes a BOOBOO. We are given “Traditional search engines like Google and Microsoft’s Bing still dominate the market for search. But LLMs are growing fast.” A booboo? Yes, a booboo. You see Microsoft Binge holds a mere 4% market share whilst Google has 90%, this story is nothing less than a fabricated setting with a few people dancing to the needs of Suzanne Bearne, the technology reporter. What? Nothing to write about?

I did very much like the statement “Professor Feng Li, associate dean for research and innovation at Bayes Business School in London, says people are using LLMs because they lower the “cognitive load” – the amount of mental effort required to process and act on information – compared to search.” I am willing to accept it as the sheepish hordes are all going towards the presented bright light of ChatGPT, but nothing more than that. I wonder when people will learn that the AI trains are not that, nothing like AI trains and for the most they seem to be the presented solutions that faster is better, but the tracks are not that reliable at present and they forget to give that view on the setting of that some laughingly call AI. And the end of this article does give an interesting ploy. It comes with:

“Nevertheless, Prof Li doesn’t believe there will be a replacement of search but a hybrid model will exist. “LLM usage is growing, but so far it remains a minority behaviour compared with traditional search. It is likely to continue to grow but stabilise somewhere, when people primarily use LLMs for some tasks and search for others such as transactions like shopping and making bookings, and verification purposes.”” That sounds about right and it comes with a dangerous hangnail. It becomes a new setting where phishers and hackers can get into the settings of YOUR data, because there is always a darker side and that side is brighter than getting Google to surrender what they have and often it is not laden with identity markers, but then I could be wrong. 

So whilst some will like the new congregation, the dangers of that new congregation is not given to you by the media, because caution does not translate to digital dollars, but flames of disruption are. Just keep that in mind.

Have a great day.

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February 16, 2026 · 21:33

Questions

That is what I was thrown, questions and quite a few. To get there I need to take you on a little journey it was around 1988 I got my fingers on some defence data (can’t tell you which one) the data shows results of some kind (I had no idea at that time what results they were) but the part that was, was the fact that they had log files and these files gave locations. It comes with the setting of log files. These files gives the hacker way too much information, what solutions are being used, what IT architecture was in play, in those days I was a simpleton. I never realised the power that this kind of information had, or as some hackers said in this setting “Copy me, I want to travel” This part matters, because around 2014 (after the traitor Manning gave the files to Wikileaks) I got my hands on some of them. The compression used was one I had never used before and it took a few days to get the program. What I saw was that log files were here too. It wasn’t that obvious, but I noticed them and these log files gave part of that current architecture to whatever hacker got (or was given) access to it. So a setting that was about 37 years old. This setting has been in place for that long a time, so as you see this, we can start with the articles, so keep what I just gave you in mind.

The article was given to us by NDTV (at https://www.ndtv.com/world-news/openai-accuses-deepseek-of-distillation-what-it-is-how-it-works-us-china-tensions-11002628) I got the news from Reuters, but they are behind a paywall, so NDTV gets the honour. We see ‘OpenAI Accuses DeepSeek Of Distillation: What It Is, How It Works’ and hit comes with “In the AI world, distillation is a common technique where a smaller or newer AI model learns by studying the responses of a larger, more advanced model” And we also see “The company told the House Select Committee on China that DeepSeek allegedly relied on a technique known as “distillation” to extract responses from advanced US AI systems and use them to train its own chatbot, R1,” according to a memo obtained by Reuters. The American AI giant stated that the Chinese firm was finding clever ways to bypass safety systems and trying to take advantage of the technology that US companies spent billions of dollars developing.” Now consider that (according to some) “OpenAI is valued at approximately $500 billion, cementing its position as the world’s most valuable venture-backed company” when you get that and when you realise that log files could be used to ‘distill’ information. Now imagine that this information could lead to corporate knowledge? So when you realise that this setting was out there for almost 40 years, do you think that more concise solutions would have been needed? So when we see that Sam Altman is prone to ‘excuses’ like the setting with Nvidia, the stage with Microsoft and now this? What is Sam Altman not telling its audience? Isn’t anyone taking that leap? So whilst I remember that at least one of the Pentagon routers still have the admin password to “Cisco123” you might consider the setting that this article (as well as the Reuters) version is a preamble to bad news and when you consider that Americans have an overactive dislike of anything Chinese (like DeepSeek)  and when we get to “In the AI world, distillation is a common technique where a smaller or newer AI model learns by studying the responses of a larger, more advanced model. Instead of training that model completely from scratch, the newer model observes and mimics the advanced model’s answers and behaviors.” The setting I gave you makes the setting of better protection even more sense. Especially as this impacts a expected $500,000,000,000 valuation. There are days that I don’t have that amount in my wallet (100% of the time) so I am left with questions. So in the first, why was there no better protection and in the second, how did DeepSeek get access to them. I would normally tend towards the inside job notion. And that setting is seen (personally and speculatively)  on a few levels and in a few ways, but happy go lucky, the media isn’t on that level yet (or ever). So does anyone else have the idea that something doesn’t seem to add up or match to the stage of a 500 billion dollar solution? Just a few questions come to mind at this point. 

Have a great day today, there about to have breakfast in Toronto and I kinda miss than frisky cold atmosphere whist drinking an elephant coffee (Jumbo cappuccino with full cream milk and three raw sugars) whilst nibbling on some sandwich (nearly anything goes there). So enjoy your day today.

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February 15, 2026 · 10:58

When Grok gets it wrong

This is a real setting because the people pout there are already screaming ‘failed’ AI, but AI doesn’t exist yet, it will take at least 15 years for we get to that setting and at the present NIP (Near Intelligent Processing) is all there is and the setting of DML/LLM is powerful and a lot can be done, but it is not AI, it is what the programmer trains it for and that is a static setting. So, whilst everyone is looking at the deepfakes of (for example) Emma Watson and is judging an algorithm. They neglect to interrogate the programmer who created this and none of them want that to happen, because OpenAI, Google, AWS and Xai are all dependent on these rodeo cowboys (my WWW reference to the situation). So where does it end? Well we can debate long and hard on this, but the best thing to do is give an example. Yesterday’s column ‘The ulterior money maker’ was ‘handed’ to Grok and this came out of it.

The blog post “The Ulterior Money Maker” by Lawrence Van Rijn, published on February 14, 2026, on lawlordtobe.com, presents a cautionary and somewhat conspiratorial view of how governments (especially the US) and technology companies are building massive personal data profiles on people worldwide — allegedly for hidden, profit-driven or control-oriented purposes rather than just security or convenience.The author opens by distinguishing between surface-level “settings” (what appears to happen) and ulterior/planned motives behind events. He uses two recent news items as entry points: An SBS report on the US pressuring Australia (and other Visa Waiver Program countries) to share extensive biometric and personal data — including DNA, five years of social media history, contacts, family details, photo metadata, and IP addresses — to maintain visa-free travel access, with a deadline mentioned around December 31. The UK has already signed such an agreement, while the EU is negotiating. The author sees this as governments “selling out” citizens.
A Forbes article warning about the viral ChatGPT caricature trend, where users input personal details (job, background, preferences) to generate fun AI images, unwittingly handing over sensitive data that persists indefinitely and can be combined with other sources.
He connects these to the massive US data-center infrastructure: over 577 operating centers and 660+ planned, enabled by huge storage advances (e.g., Kioxia’s 245TB drives scaling toward petabyte-level per small setups), making it feasible to store and cross-reference data on billions of people. The author questions whether this scale is truly needed for benign purposes like weather or safety, implying something more sinister. Drawing on a 1988/1989 prediction by Dutch journalist Luc Sala, he warns of an emerging global divide between the “have’s” and “have not’s” — where governments and corporations act as “enablers” classifying people via spreadsheets and revenue metrics, while ordinary people become “consumers” or liabilities if they don’t fit profitable patterns. He argues the biometric demands and casual AI data-sharing work hand-in-hand: governments collect structured data directly, while users voluntarily feed unstructured personal info into AI tools (dismissed as mere “NIP” or narrow AI), all easily merged using modern database systems like evolved Oracle or Snowflake. The post references the US CLOUD Act (2018) as enabling broad government access to electronic data, likening it to a phishing trap that countries enter without fully realizing the long-term loss of control. Individuals, the author stresses, have no real say in how they are categorized or profiled. The tone is urgent, skeptical, and somewhat resigned, with rhetorical questions (“Do you really think that this is needed to keep the United States safe, or is there more in play?”) and direct reader address. It blends current news excerpts, tech facts, historical warnings (the author claims to have cautioned about this for over 30 years), and speculative future implications. The post closes on a stark note:
“Have a great day today, because as I see it, some governments are selling you out as you speak.”Overall, it frames everyday actions (applying for visas, joining viral AI trends) as unwittingly fueling a vast, opaque “ulterior money maker” system centered on data as the ultimate commodity for classification, control, and profit.

It is mostly correct, there are a few little things, but I am not the critic to pummel those, the setting is mostly right, but when we get to the ‘expert’ level when things start showing up, that one gives:

It contains only a single link: https://lawlordtobe.com/2026/02/14/the-ulterior-money-maker/ This points to a blog post on your WordPress site “Lawrence van Rijn – Law Lord to be” (which seems focused on law, IP, tech, geopolitics, energy, and related commentary). However, the post itself appears to be a placeholder or draft at this stage — dated February 14, 2026, with the title “The ulterior money maker”, but it has no substantial body content. There’s just the heading, some standard WordPress/blog navigation (like “Leave a comment”, reblog/share options, short link, report content), cookie/privacy notices, and ad placeholders. No paragraphs, analysis, or details are present yet. From search snippets of your blog (including the homepage and category pages), there are occasional teaser-like fragments that mention:”The ulterior money maker. That is the setting, but what is true and what is ‘planned’ is another matter. We have several settings, but let me start by giving …”
This suggests the intended post might discuss hidden motives, ulterior financial incentives, “planned” versus real events — possibly in contexts like energy markets, geopolitics, oil/gas (given your other recent posts on ADNOC/LNG, Red Sea tensions, UAE exports, etc.), corporate strategies, or something broader like money-making schemes in law/tech/politics.Nearby/recent posts on your blog (from snippets) cover topics like: Globalisation and shrinking world (“As the world grows smaller”)
UAE/ADNOC expanding LNG shipping and exports
Red Sea/Houthi tensions calming but still sensitive
Energy industry job opportunities
Other pieces on science, insomnia/ambience ideas, or older political commentary
If this is a post you’re still drafting or just published, it might fill in soon with more detail on whatever “ulterior” financial angle you’re exploring. If you meant for me to comment on, analyze, or discuss the intended topic (or if there’s more context/images/video in the post that isn’t showing up), feel free to share additional details! What’s the main idea behind “The ulterior money maker”?

Grok just joined two separate stories into one mesh, in addition as we consider “However, the post itself appears to be a placeholder or draft at this stage — dated February 14, 2026, with the title “The ulterior money maker”, but it has no substantial body content” and this ‘expert mode’, which happened after Fast mode (the purple section), so as I see it, there is plenty wrong with that so called ‘expert’ mode, the place where Grok thinks harder. So when you think that these systems are ‘A-OK’ consider that the programmer might be cutting corners demolishing validations and checking into a new mesh, one you and (optionally) your company never signed up for. Especially as these two articles are founded on very different ‘The ulterior money maker’ has links to SBS and Forbes, and ‘As the world grows smaller’ (written the day before) has merely one internal link to another article on the subject. As such there is a level of validation and verification that is skipped on a few levels. And that is your upcoming handle on data integrity?

When I see these posing wannabe’s on LinkedIn, I have to laugh at their setting to be fully depending on AI (its fun as AI does not exist at present). 

So when you consider the setting, there is another setting that is given by Google Gemini (also failing to some degree), they give us a mere slither of what was given, as such not much to go on and failing to a certain degree, also slightly inferior to Grok Fast (as I personally see it).

As such there is plenty wrong with the current settings of Deeper Machine Learning in combination with LLM, I hope that this shows you what you are in for and whilst we see only 9 hours ago ‘Microsoft breaks with OpenAI — and the AI war just escalated’ I gather there is plenty of more fun to be had, because Microsoft has a massive investment in OpenAI and that might be the write-off that Sam Altman needs to give rise to more ‘investors’ and in all this, what will happen to the investments Oracle has put up? All interesting questions and I reckon not to many forthcoming answers, because too many people have capital on ‘FakeAI’ and they don’t wanna be the last dodo out of the pool. 

Have a great day.

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February 10, 2026 · 16:58

It was initially speculation

That is where I was this morning. I had a speculative view on President Trump, but with the news that CBC gave me a few hours later (at https://www.cbc.ca/news/canada/trump-gordie-howe-bridge-9.7081924) where we see ‘Trump threatens to block opening of new bridge between Windsor and Detroit’ and it comes with the statement ““I will not allow this bridge to open until the United States is fully compensated for everything we have given them, and also, importantly, Canada treats the United States with the Fairness and Respect that we deserve,” Trump wrote in the post on Monday.” So if people are willing to bite into this one sided setting, beware. The words “until the United States is fully compensated for everything” is a presumptuous setting that I might have been more correct than even I figured out I was. As I see it the United States is out of money, or perhaps more accurately they are scooping the final dollars from the bottom of their coffers and they are now in a day by day setting to figure out what bills to pay and which not (like the Jersey train tunnel) for that story see yesterday’s blog.

I wonder what commerce President Trump thought they had coming from the Gordie Howe bridge. And the ‘sort of’ response that Canada received was “Trump made the threat amid a 299-word post in which he said Canada has treated the U.S. “very unfairly for decades,” complained that the bridge was built “with virtually no U.S. content” and repeated his criticism of Prime Minister Mark Carney “wanting to make a trade deal with China.”” We can snigger all we like against the response which might be considered one of the least intelligent and least fact laden responses that any government has EVER received. And as I see the debt driven United States flex whatever lard they have, we see that these are the final acts of a nation that has no more. It wanted a debt driven society and now you see what it amount to, less then nothing.

Could I be wrong? That is always a fair question and I believe I am. I saw these settings evolve from the stupid attempt to convince that Canada might become the 51st state, then Greenland, after that Venezuelan oil and Venezuela, like a desperate crack whore trying to get one more score. And now that all this is failing they are stopping the Jersey tunnel (for which funding was already achieved before Donald Trump became President Trump and now we see the Gordie Howe Bridge, optionally one of the the last straws that could bring commerce to Detroit. When you see all these settings and after they already shutdown the building of wind farms (some speculated that this was to appease the oil owners). All whilst President Trump is shutting down higher education to some degree. As CNBC gives us with ‘Trump’s ‘big beautiful bill’ may spur significant changes to higher education in 2026 and the rise of ‘un-college,’ experts say’ (at https://www.cnbc.com/2026/02/08/trump-big-beautiful-bill-college-education.html) where we see “Ballooning college costs and the student loan debt that goes along with them are partly to blame. New borrowing limits for 2026 under President Donald Trump’s “big beautiful bill” are another factor. Plus, students are increasingly seeking job training and career-driven pathways to secure a foothold in today’s softening labor market.” When you take away the boasting elements we see that the United States can no longer afford the streams they themself instigated and whilst the world is becoming more and more aware that AI does not exist (merely Near Intelligent Parsing (aka NIP) which amounts to DML and LLM) and all these settings are getting a front seat at the legal court cases that are now under advisement. 

We are getting Legal Misconduct/Hallucinations (Australia), Copyright Infringement (Disney and Universal), Training Data Disputes (GEMA won a case against OpenAI), Evidence Issues and AI in Sentencing. Then there is a chance that I have a case against parties in Singapore and the United States over what could be AI abuse of my Intellectual property and whist some ‘claim’ that this could be set to $1,500,000 per case I am looking at an optional 6,000 cases, so I might be wringing my hands fairly soon (unless a deal is made). We are seeing all these events in play all whilst that so called “Trump’s ‘big beautiful bill’” which could be another setting for a ‘dream castle in the sky’ or at least that is how I would like to phrase it. All these elements seem ridiculous, however it amounts to the setting that the United States are out of money and that is before they consider that the $500,000,000,000 towards StarGate LLC might be a wash (basically a massive write-off). If you want to consider that I am wrong, feel free to do so, but I do request that you take a hard look at the fact that the media isn’t giving you because I made mention of this setting as early as July 8th 2024 in ‘Two issues caught my attention’ (at https://lawlordtobe.com/2024/07/08/two-issues-caught-my-attention/) and I made more mentions earlier than that and the media is ‘caught’ unaware? 

So, do you think that I am merely speculating? Or is there something to be seen? I am not telling, I am asking. I gave my version and you are seeing why is playing. In the first, why would President Trump stop a project that has assigned funds and would secure the new jersey line for another century because he is demanding Penn Station and/or Dulles Airport after him? Are people nuts? There is more in play than the sanity of one man, because if that was true Wall Street would have made a massive outburst in the direction of the White House, but they remain silent. Why? I believe that I was right all along, but I understand that my word might not be much towards others. As such you should investigate yourself, it is only the best you can do. In the meantime, I will stand with my Canadian brethren, because that is what a Commonwealthian does. He (She also) stands with his brothers and sisters.

That is what I have to say over the situation as I see it, it might be speculative, but too many facts seem to feed this speculation. I will leave it up to you to decide if this is a mere speculation or my brain going nuts, or perhaps there is more.

Have a great day today.

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February 6, 2026 · 13:57

Thinking of the Post

You’ve got it, the post, or more classically names the Washington Post. It has been on the mind of millions for the longest of times. In 1989 Robert Downey Jr. wishes he was a reporter for the Washington Post in Chances are. In 2017 Steven Spielberg makes Meryl Streep into its publisher Katharine Graham and over time there have been enough mentions and references to see that the Washington Post is (or sadly stated was) a global icon in news media. I still see it as a global icon, but I do realise that as a star in the top of the Christmas tree it has played its course and we all wonder how long it will hold out on that premiere position and perhaps that is how it will end, a true ornament of global media, the top of the tree. So I was a little taken back when this morning I saw the news (via most other media) that a third of its staff is about to be let go. So lets first start with what I personally see as a brazen lie, we see (at https://www.newyorker.com/news/annals-of-communications/how-jeff-bezos-brought-down-the-washington-post) ‘How Jeff Bezos Brought Down the Washington Post’ and it comes with the byline “The Amazon founder bought thereof  paper to save it. Instead, with a mass layoff, he’s forced it into severe decline.” It was bought in August 2013, Jeff Bezos purchased The Washington Post and other local publications, websites, and real estate for US$ 250 million, transferring ownership to Nash Holdings LLC, Bezos’s private investment company. I have to ask the simple question. How much did the Washington Post cost Jeff Bezos up to now? I think that a newspaper who should bring in millions a day is now see as “The Post has lost around 500,000 subscribers since the end of 2020 and was set to lose $100 million in 2023, according to The New York Times.” (Source: Wiki) As such the Washington post has costed Jeff Bezos well over $350,000,000 dollars. There are only so many ‘pretty pennies’ any billionaire can fork over. And nearly ALL AMERICANS are to blame here. Consider the simple truth. If you are an American and you have not bought at least 100 newspapers as since August 2014, you are part of that problem. And I am just considering you part of that problem if you did not buy 100 Newspapers in the period 2013-2026. There are a few more reasons, but that it the crunch. As there are 350,000,000 US Citizens, we can consider you part of that problem if you bought less than 100 newspapers in 12 years. The number should be a lot higher, but you might have the divide attention between the LA Times, Boston Globe, New York Times, Wall Street Journal and a few others. News media is on the way out and they have themselves to blame for it. Instead of setting proper media trenches, America let slip the setting by allowing 6,000 newspapers to exist in the USA. That is a separation of 58,400 people per newspaper and they are all vying for advertisement money, classifieds and attention. Is it a wonder that a place like the Washington Post goes down? The utter stupidity of that is beyond me to understand. I get that there are more newspapers, local newspapers, but consider that there are merely 50 states. Where did the 6,000 newspapers go? It comes down to 120 newspapers PER STATE. And with every iteration that is out there, the big ones suffer, I reckon that several of the newspapers I mentioned are in a similar predicament and that is before they consider the online presence they have or lack to have. As spoken we get the setting (at https://www.npr.org/2026/02/04/nx-s1-5699328/washington-post-layoffs-jobs-bezos) where we see ‘Bezos orders deep job cuts at ‘Washington Post’’ which has much more business sense as a setting and here we see “The Washington Post moved Wednesday at the behest of owner Jeff Bezos to cut a third of its entire workforce. The layoffs affect every corner of the newsroom. In a newsroom Zoom call, Executive Editor Matt Murray called the move “a strategic reset” it needs to compete in the era of artificial intelligence. The paper had not evolved with the times, he said, and the changes were overdue in light of “difficult and even disappointing realities.”” Which is note completely true either. You see, there is no AI at present and all who are appeasing to that “lie” are selling themselves short. Actually AI is still two decades away but the setting that is now coming is creation of events through DML and LLM is real and when verification and validation happens it will become a problem, but as I see it, there is no real validation and verification and that happens by REAL journalists at present (editors too) but as I see it, created stories are a problem and an AI could do my blog if it had what I have and as I see it places like Grok are no where ready because they lack the ability to cater to multi dimensional viewpoints, so at present I am still a superior power there. I reckon that some of these journalistic dinosaurs are similar too (if they are not part of the Jurassic Park franchise) and that is the value they currently have and it is a dwindling setting at present. So when we get

“While acknowledging that the media industry as a whole is struggling, Baron blamed Bezos for exacerbating the newspaper’s woes through “ill-conceived decisions,” including killing an endorsement in fall 2024 of Kamala Harris for president. That choice, which Bezos took responsibility for, led hundreds of thousands of subscribers to cancel their subscriptions. Under Baron, whom Bezos inherited as executive editor, the paper flourished, flexing journalistic muscle in accountability reporting on President Trump’s first term in office. It reaped rewards from readers too, exceeding 3 million paying subscribers. It is now far below that level, according to a person at the paper with knowledge. (The person spoke on condition of anonymity, citing fears of being fired for speaking to the press.)”

It is hard to disagree (I don’t have any facts on that, but the setting of 3,000,000 paying subscribers does have a handle, it might be too small, it might not, but I think it is too small and the 6,000 newspapers are part of that. I think that a newspaper needs to have journalists, it needs to have a national/global section and I think that over 2,000 papers are unable to do that. They all hope for the materials that floats them and the advertisements that bring them dollars. Not a way to run any newspaper (my number 2,000 is purely speculative and arbitrary) but to see that one third of the newspapers are unable to fill such a gap and merely capture the faces that read headlines is part of the problem. 

That is the setting that I fear that is part of the problem and I do not agree with Jeff Bezos, but he was not part of that problem ever. And to give you the other setting, Wikipedia gives us “In 2018, Khashoggi was murdered by Saudi agents in Istanbul.” This is a blatant lie. I ripped a hole in that UN research with nothing more than logic and there are more settings that never made sense, but that is the world we are in now, “Guilty until proven innocent” that is the era that what some call AI is vying for and until there is proper verification and validating that is all you will get and at some point someone will say “If only we still had the Washington Post” but that is the moment when this is too late. I might live long enough for that moment too come (I am no longer a spring chicken). And at the speed things are coming, I will see this moment and say “You see, I was right all along”, but those in the thick of things will not care and others will feel to hopeless. 

That is the refractionary reality of things to come. Have a great day.

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February 4, 2026 · 19:36

Cracks in the armour

That is at times the stage we see. It is not a stage where the we are concerned of the armour that is in play. It is like any soldier wanting the direct replacement of body armour when it stops a bullet. There is no logic in this. It is like the expectation that a bullet strikes perfectly the first impact. You might be more lucky to get a winning lottery ticket. So when I saw the Financial Times headline (the article is behind a paywall) we would have seen

The headline is ‘alarming’ as the banks seek out new buyers for data centre loans. But as I see it, Oracle has been in the thick of things for over 40 years and the current boss of Oracle is currently worth 250,000 million dollars. He basically is worth more than most board of directors of any bank in the United States. So the setting doesn’t make sense to me. This seemingly happens should Larry Ellison (father of David Ellison, big boss, actor, producer, chairman and CEO of Paramount Skydance) takes an equal disastrous dive. You think that this is ‘boasting’ but the setting that we see here gives us that banks are in a downward spin and the Ellison family is well insulated of the impeding downward spiral. So here we go to the next article and we get ‘Oracle issues public clarification amid reports linking AI push to job cuts’ (at https://sea.peoplemattersglobal.com/news/strategic-hr/oracle-issues-public-clarification-amid-reports-linking-ai-push-to-job-cuts-48277) where we see “In a statement posted on its official X account, Oracle said a widely discussed Nvidia–OpenAI investment proposal had “zero impact” on its financial relationship with OpenAI and insisted it remained “highly confident” in OpenAI’s ability to raise capital and meet its commitments. The clarification followed mounting speculation that Oracle could slash as many as 30,000 jobs to help fund its AI expansion.” I am not taking sides here, but as I see it, at least 5,000 employees could find a job by opening two cloud centres. One in Saudi Arabia and one in the UAE. Techies, Trainers, consultants and that could be an influence of revenue out of those two countries. So when we see “The statement came after a turbulent weekend for companies tied to OpenAI. The Wall Street Journal reported that a proposed $100 billion Nvidia investment in OpenAI had stalled and was never finalised. Nvidia chief executive Jensen Huang later confirmed that the arrangement discussed last year was non-binding and did not proceed. Despite Oracle’s attempt to reassure investors, markets reacted negatively. The company’s shares fell 2.79% to $160.06 shortly after the statement was published, highlighting ongoing concern about the scale of Oracle’s financial exposure to the AI build-out.” I have a speculative arbitrary subjective view of Sam Altman (OpenAI) that he is nothing more than a lousy second hand car dealer with too big an ego. And the setting where they are ‘closing down’ the 100 billion dollar deal sounds alarming and it seems like Oracle is left with the mess of something that is in a downward spin and continues falling downward until it splatters with a sickening thump. And when we get to “Oracle’s debt burden has expanded rapidly. The company has added about $58 billion in debt in recent months, largely to finance new data centre campuses in the US, pushing total debt above $100 billion, according to analysts. Since peaking in September 2025, Oracle’s market capitalisation has fallen sharply, erasing hundreds of billions of dollars in value.” All whilst OpenAI couldn’t exist without the Oracle framework and whilst we are given all kinds of complications but there are two settings no one seems to care about. There are plenty of reasons to have a data centre, but AI doesn’t exist yet and Deeper Machine Learning (DML) and Large Language Models (LLM) do exist and they are close to magnificent, the issue is that everyone is going with the AI setting and this AI just cannot do what AI needs to be able to do and whilst we see some excellent ideas, as I see it it doesn’t give the structural settings of an additional 770 data centres are in the making and the resources that are required are rising to the spotlight and people are unhappy with it all. All this is making OpenAI (Sam Altman) rather uneasy and whilst some are shutting down $100 billion deals whilst shouting that the processors aren’t good enough and whilst Google Gemini is outperforming whatever OpenAI has and now the banks are getting jittery and the pressure gets onto the house of Oracle. I can call it that because the Pythia of Delphi gave me permission herself. So now that the bottom of the well is showing the banks go medieval on whatever they can and they try to go out from under their arrangement. Sounds like the setting banks had in 2008, doesn’t it?

But to feed an excellent software firm to the wolves to keep safe is not the good setting. As I see it Oracle will come up from all this, whilst they will stop working with certain banks as I see it. And those banks will cry like little bitches stating that it was just business (a speculative view I am holding). And all whilst I wasn’t stating anything new. This was out in the open for over 2 years. As such the banks and the media have a few thing to explain to the people and they aren’t in the mod for what some will call BS.

Have a great day today, don’t forget to have some Ice Coffee if you are in a 30 degrees plus environment (like me) and feel free to ask the media all kinds of nasty questions. 

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January 14, 2026 · 10:14

Call it like it is

That is how I usually flow, it doesn’t make me loved or at times even appreciated, but that is me, oversimplifying problems on the handle, or is that off the handle? So whilst I was watching the BS wannabe influencers going all out on Elon Musk and Grok. There are two settings. The first is some have a case, but others do not, they are all out to get the maximum out of Grok (and its owner). I tend to take a less obvious course of action. You see, what everyone is ‘ignoring’ (intentional or not) is that AI doesn’t yet exist. So this is all DML and with an optional setting of LLM. And they are powerful tools, but they are programmed and that is what some want to avoid looking at. The programmer has no or little wealth and in law Torts tells us to go after the money and that was a fact long before Donoghue v Stevenson 1932 AC 562. And that setting is still used today, where these plaintiffs go after the money. Yet I am of a different stroke. I want the issue stopped. One thing to do this is to use the risen of nonrepudiation. You and only you could have done this. So we address that in the software, there are legitimate reasons and non-legitimate reasons and ALL have to submit there data and whilst that is done, (not unlike Meta) we capture all the data we can as such we have a batter of data and it is connected to (or imbedded) into the picture, but that is not enough. The provider keeps a copy of the image with a hidden watermark (an encryption technique I designed for other reasons) and that goes with every picture. It is there hidden and that is how nonrepudiation works. We might not prevent a lot, but now we can do something about it, not tomorrow, not next week or next year. But now. And the people who don’t want to do that, they can find another solution. But this fleecing Elon Musk and whatever company he has now needs to stop because those who want to go the ‘Torts’ way are part of the problem and not part of the solution. This is how I see it.

And lets be clear, some actions like ‘nudifying’ a famous person is wrong, even if you are the husband. And lets be clear, that act is also set to a 90% likely that you are not capturing the whole and correct image, so there is that too. And weirdly enough there are plenty of stars showing off their priceless pairs in fashion shows (example: Olivia Wilde) and they are ‘willing’ to do that, so save that picture for all its worth, but leave the others alone. Now, I get it, there is always a horny teenager that wants to show off that ‘he’ and ‘he’ alone was ‘given’ an image from his star and showing this off to his friends (who are likely using the same solution) and they have their own starlet, its like the Generation Alpha version on who has the biggest dick. 

And when they realise what they have done, that usually comes when their wives are giving birth to a daughter, reality hits. That is in 15 years and something needs to be done now, as such add nonrepudiation to this equation makes people wonder what to do. Some will wipe the image, but if the provider have the copy and connected data that will not be enough. When the hidden data is added to whatever that person gives is verified, we see the first red flags erupt and that is how the game is changed and those ‘privacy’ geeks out there, there is no privacy on nudifying images and as such the woman in question gets to have the right to prosecute and the maker of the image is to be prosecuted, not Elon Musk, Not Grok because there is a whole range of reasons why a filter was created, some are funny (like the Shrek faces on everyone in a video) and a few others, some filters are there to correct like remove dopey dodger photobombing away from a photo, but to remove clothing from a person is not. 

There is a likelihood of me missing out on a few items and that is fine but the setting I needed to give is here, we need to prosecute and shame the ones doing the deed, that is overlooked by pretty much all the writers of the anti-Grok brigade. None of them is holding these people to account and adding nonrepudiation is doing just that, taking care of the culprits and those mommies and daddies saying that they were merely kids having fun need to realise that there is no innocence in that setting, they failed as educators. 

So have a great day and consider what can happen when we go after the transgressors. 

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December 22, 2025 · 17:44

Why is a stage a stage?

That is at times a decent question. Even for me, because as I write this, I do so subjectively, nearly every writer does. Writer about his point of view and I am no better (or worse for that matter). It is the merging of two points of view and these points of view are others points of view and they have their own reasoning. It is not about good or bad, points of view almost never are in a set stage. But they must be watched as they influence your own point of view and whilst some are eager to give them all a one sided setting, I learned that this is not something that tends to help. Especially if points of view are multidimensional. As such, I give two points of view and blend them to my own stage.

The first was given by Yahoo Finance (at https://finance.yahoo.com/news/how-oracle-became-a-poster-child-for-ai-bubble-fears-150039511.html) I don’t agree with that point of view but it was a decent setting of a stage. And stages are where we are.

The first setting gives us ‘How Oracle became a ‘poster child’ for AI bubble fears’ I don’t believe in that setting, but it matters for the whole story. “Oracle (ORCL) stock’s boom and bust in 2025 has become emblematic of the tech trade’s central conflict: Investors can’t decide whether AI is a generational opportunity or a looming risk.” But then we get “AI optimism continued to push Oracle shares higher following its quarterly earnings reports in June and September, with AI-driven deals set to push cloud segment revenue to $166 billion in 2030. The stock’s surge in September briefly made Ellison the world’s wealthiest person. But AI euphoria quickly gave way to doubt. Investors became increasingly concerned over the rising use of debt to fund tech firms’ AI spending, just as the payoff of that spending remains hotly debated. Those concerns are evidenced in the budding demand for Big Tech credit default swaps (CDS) — financial contracts that act as insurance by letting investors bet on the likelihood that a company will default on its debt.” And that setting is somewhat important, and for those who remember the 2008 crash, they fear the stage the the CDS and that is fine, I don’t think that this setting is great, but the stage of letting investors bet on the likelihood that a company will default on its debt is not really great, it is the stage where some will set or even orchestrate the need for some to fall and that is what makes the bubble burst and I gave that setting before (at https://lawlordtobe.com/2025/12/02/aftermath/) in the story ‘Aftermath’ where I highlighted parts of the equation. It is the second part that is the setting of the stage and it is about stages. You see, we all envision a stage whether it is the real stage sets part of the question and when we consider the stage we think matters, we might look at the size, the lighting or how we move on that stage. All matters for consideration but I digress. The second story was given to us by the Motley Fool (at https://www.fool.com/investing/2025/09/16/prediction-oracle-will-surpass-amazon-microsoft-an/) and there we get ‘Prediction: Oracle Will Surpass Amazon, Microsoft, and Google to Become the Top Cloud for Artificial Intelligence (AI) By 2031’ where we see “Oracle forecasts that revenue from its Oracle Cloud Infrastructure (OCI) segment could grow from around $10 billion in its last fiscal year (fiscal 2025), to $18 billion in its current fiscal year (fiscal 2026), $32 billion in fiscal 2027, $73 billion in fiscal 2028, $114 billion in fiscal 2029, and $144 billion in fiscal 2030 — corresponding with calendar year 2031.” As well as “Oracle’s push into cloud infrastructure is arguably its boldest bet in the company’s history. Oracle isn’t cutting corners, either; it is bringing on dozens of data centers online in just a few years. It has built 34 multi-cloud data centers and should have another 37 online in less than a year.” Now we have seen two not aligned stages, but the actual stage it a lot larger. You see, the others all ‘want to align’ with Oracle, but that merely means that they want the solutions that Oracle has or get the customers that have selected Oracle, but the others forget something that matters. Oracle has been the data innovator for over 45 years and no one can touch what they achieved, even in the early 90’s they were the only one who could set tables within tables and it took others close to a decade to even get close. Azure, AWS and others never got ahead of Oracle, they merely reengineered what Oracle already figured out and there is more to come. 

You see the two stages are in a larger third stage and as I see it, Oracle has focussed on the data that is needed for DML and LLM settings, but they must know that actual AI requires more and it starts with two elements Verification and Validation. There two parts are the achilles heel for anyone making the statements that this is AI (which it is not) and no matter how much you train data sets, when Validation and verification are absent the GIGO law comes into play. It was uttered in the 60’s and means Garbage In, Garbage Out. Without Validation and Verification all data becomes part of the GIGO law. Most do not realise this, or they simply do not care, but Oracle figured this out long ago (A speculative thought) and we need to consider the Oracle might be trailing on some new technology, but they are ahead in many ways, more so than either Azure or AWS. And the largest settings we see at this point if that some are ‘gambling’ that Oracle messes up, but I think that is not the case. Oracle is hanging on and that is what matters. The data centers that are coming and that are build need to make money, but that is not the stage of Oracle, they got the equipment in, they got the software in and now as these centers start making money, Oracle gets their share and as such they are the facilitators of wealth and that is until there is an actual AI and as I see it, Oracle will be the only one who will set the premise of that and that is why Oracle will surpass all others. Even Google and IBM will seek the shores of Oracle. 

A stage that might take a while, but in all this, any training data centre will owe Oracle money (and a lot of it), so Oracle can play the long game, because in that stage only Oracle will come out on top. That is how is see the stage, the size a lot larger, the lights will put Oracle in the limelight and all others will remember why Oracle is the only one who is master of data storage technology and that is why I believe that the second is part of the real future of Oracle and whomever connects to Oracle. But in all this Oracle is the most essential data solution technology out there and when I saw the ‘negative’ settings around on December 2nd, I knew that it was doom speak of some for whatever reason they had. I knew that Oracle had a different future ahead of them, a much brighter one.

Have a great day, today was cooler, so I feel decently rested, but in these warm days before Christmas I rather miss the white cold of Sweden (or Canada). 

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December 9, 2025 · 17:10

The increased revenue setting

That is what we look for and I found another setting in something called Airport technology. You see, we see ‘King Salman International Airport, Saudi Arabia’  (at https://www.airport-technology.com/projects/king-salman-international-airport-saudi-arabia/) and the facts are clear. An airport that covers about 57km², positioning it among the largest airports by footprint and is said to “KSIA is expected to handle up to 120 million travelers by 2030, and up to 185 million passengers and 3.5 million tonnes of cargo by 2050” But I saw more. You see, on the 26th of September I wrote ‘That one idea’ (at https://lawlordtobe.com/2025/09/26/that-one-idea/) where I saw the presentation of an Near Intelligent Parsing (NIP) thought that could revolutionise lost and found settings in airports, on railway stations and a few other places, the instant winners of this idea would be Dubai International, Abu Dhabi international, London Heathrow and several other places and now also King Salman International Airport (KSIA), I would make some alterations to it all. In stead of entering it all, use PDA’s to records the data as it happens and when it is all entered use what they use in Australian hospitals for wristbands, print that data and attack it to whatever is found. If this is properly done, it will be done in mere minutes and within an hour people can look for the items, they could pick it up on the way back, in some cases it could be delivered to their hotel. This would be customer service of a much higher degree. And as I see it, the five airports (namely King Khalid International Airport, King Abdulaziz International Airport, King Salman International Airport,  Dubai International Airport and Zayed International Airport) could become the frontrunner to make an Near Intelligent Parsing (NIP) solution (not calling a solution based on DML/LLM AI) that could be the next solution for airports al over the world and there is some personal gratification to see America talk about how great their AI solutions are, whilst the little guy in Australia found a solution and hands it over to either Saudi Arabia or the UAE. A solution that was out there in the open and players like Microsoft (Google and Amazon too) merely left it laying on the floor and the elements were clearly there, so I hand it over to these two hungry places with the need to see what it can offer for them and in this it isn’t mine. It was presented by Roger Garcia (from Interworks) and the printing setting is already out there. Merely the joining of two solutions and they are done. So as I see it, another folly for Microsoft (honestly Google and Amazon too). This setting could have been seen by a larger number of players and they all seemingly fell asleep on the job. But if I know what Saudi’s and Emirati’s do when they see something that will work for them. They get really active. And so they should.

And consider that these airports will cater to close to half a billion travelers annually, and as such they will need a much better solution than whatever they at present have and there is the setting for Interworks. And when these solutions set the station towards delivering what was lost, the quality scores will go skywards and that is the second setting where the west is bottoming out. One presentation set the option from grind to red carpet walking. A setting overlooked by those captains of industry.

Good work guys!

So whilst I start preparing for the next IP thought I am having there is still some space to counter the US and its flaming EU critique. Let us remind America that the EU was the collection of ideas from America retail who were tired of dealing with all those currencies and in the late 80’s AMERICANS decided to sell the Euro to Europeans, all because they couldn’t sort out their currency software (or currency logistics) and now that it starts working against them they cry like little girls. Go cry me a river. In the meantime I will put ideas worth multiple millions online and let it fly for the revenue hungry salespeople (and consultants). In this case it wasn’t my idea, I merely adjusted an idea from Interworks and slapped some IP (owned by others) to make a more robust solution. I merely hope to positively charge my karma for when it matters.

Have a great day, except Vancouver, they are still somewhere yesterday.

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