Tag Archives: Bloomberg News

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.

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Let’s dance (part 2)

I promised to get back to the game of Finance, to some it is called 50 shades of Greece, to some it is called the work of Atë, yet I see it as the result of a cloud of Stupidity, Inactions and Desolation. Without massive changes Greece will end up without any future left.

This is not some prediction, because the nation is bankrupt, or in default or even in a bad place. You see, whatever ‘promise’ that comes from any of the banks, power players or politicians, throwing money at something that is inert and unproductive is just waisted money. The Juncker speech of three days ago (at http://europa.eu/rapid/press-release_SPEECH-15-5274_en.htm), gives us all those politically correct words, with the quote “And a deal could also have ensured that we, the Commission, could go ahead with a package for a ‘new start for jobs and growth’ package of 35 billion euro to help the Greek economy get back on track“, so that sounds nice, but that is not even close to the factual issue as I see it. If we include the overdue payments (yes, plural), we see that before the end of the year, Greece faces 2 payments of the ECB at 6.7 billion Euro. The IMF has coming 4 times 300 million Euro, plus 2 sets of 600 million Euro and 2 sets of 500 million Euro, in addition, there is the 1.5 billion Euro overdue and the 750 million Euro shifted payment, which Greece paid for using the IMF emergency funds. You all forgot about that last one did you not? Which makes for 5.65 billion, so these two players are due 12.35 billion Euro before the end of the year alone. In addition there are 10 treasury bills maturing with a total of 15.1 billion, the last one is an issue, you see if Greece is very very very lucky, those owners would be ‘willing’ to roll them over, if not, the max damage will be 27.5 billion in before the end of 2015. That is just expenses with NOTHING paid for and the interest due on the loans has not been taken into account either. The important part is, is the fact that over 50% of that debt is an unknown, because who exactly owns these Greek bonds? To whom is payment due? These are the events that Greece already has and I have mentioned them before, so why mention them again. Well, these facts are important to consider, because what Juncker calls ‘new start for jobs and growth’ is nice, but what will the politicians use is for? This fund covers 80% of the outstanding payments and ZERO towards reducing debt.

So how will the Greek economy get back on track? That is the killer question, because there is no given path. Greece has very little to export, it has relied on services for too long and there is no real resolution there. I personally will not trust rock star Varoufakis (a valid feeling as he has not propelled Greece forward in 6 months). A man of all smiles and no substance. His blog (at http://yanisvaroufakis.eu/2015/07/01/why-we-recommend-a-no-in-the-referendum-in-6-short-bullet-points/) gives us 6 short bullet points, yet as a professor of economy from the University of Athens, he gives us plenty of disturbing afterthoughts.

1a. refused to reduce our un-payable public debt
1b. insisted that it should be repaid ‘parametrically’ by the weakest members of our society, their children and their grandchildren.

My view?

1a. Why? Even though previous elected officials spend it, you still get to pay for it. You accepted the responsibility of office, which include a maximised credit card.
1b. Nope! It just needed to be paid in some way, again, as a result from previous elected officials.

So point one, being 2 points can be seen as a failure because Syriza did not do the following:

  1. Immediately start the investigation on prosecution of previous officials (which might be a farce trial, but it would have given the proper presentation that Greece is truly making a change, his smiley smiley rock star presentation missed the mark by a lot, with the added danger that Jean-Claude Juncker might not have any sense of rhythm or blues, making the act a double miss.
  2. Instigate a serious overhaul of the Greek tax system, mainly taxability and tax collection. Even if it was still underway today, if started in February it would have given a clear signal to those holding onto 7 billion plus, that this elected Greek government was a Greek government that wanted to create a true future for the Greek people. The stress of the last week would never have happened.
  3. Instigate prosecution of tax evaders, not just a sham trial of a man named Leonidas Bobolas (which is actually a cool name to have), that 1.9 million euro bill did not last long did it? How about placing Kostas Vaxevanis in the limelight and giving the clear message that tax evasion is now a thing of the past. Greece could have started to annex these back taxes, many nations would be on the side of Greece here (France and Italy most enthusiastically), in addition, giving the tax evaders an option to pay back tax +20% within a week, or back tax +150% when accounts needed to get frozen, misreporting would come at an additional 200% of misreported outstanding taxation. At this point Syriza would become the most popular band ever. In a group of 11 million, these 2045 people do not add statistically to number of Greeks and after the culling of outstanding taxation the debt might be a smidge lower, showing again that Syriza wanted a better Greece.

NONE of these actions had been taken by Greece in any visible way. So, Ο καθηγητής Βαρουφάκης missed the boat in point one already.

I am skipping point two!

  1. The Euro group had previously (November 2012) conceded that the debt ought to be restructured but is refusing to commit to a debt restructure.

My view? It could have been a fair point if Greece would have shown any economic evolution as mentioned in the three points (by me earlier), restructuring is pointless if the machine is not getting the overhaul it requires. I have stated before and now that in all this previous administrations have been key in the failure of the Greek economy. Not just because the Greek economy collapsed, but what was done to repair it all? What concrete actions were made between 2010 and 2015 to restart the economy? This is a much harder question to pose, because it intersects on what could have done and what should have done. Which is directly coupled to Junckers 35 billion Euro carrot, you see, dumping money somewhere, but how and where will the economy be revived? You see, no money and no plan is destitution, a plan and no money is a future, money without a plan is a spending spree and a plan with money is a solution. It is actually THAT simple. Greece has had enough spending sprees, it is in a state of destitution, so it needs to get a future and move towards a solution. This is a simple path, but 3 Greek administrations have not pulled that one off, so they are in the state they are in.

I am not proclaiming to have the solution, yet no one else have any either. With the Greying European community retirement villages are an option. How many does Greece have? Consider that the nations with a retired population over 16% is Sweden, Denmark, Germany and Austria. All nations where the life style has been good. Now add to this the people who will start their retirement in the next 5 years. Thousands of people in relatively expensive cold places, they can in some cases sub-rent their property and retire in warm, sunny Greece. The food is good, the people nice and they move from a life with 4 months of summer to a life of 7 months of summer and the removal of cold winters (compared to their home turf that is). It is not a solution, but it is a start. Greece needs to become innovative and change the game all together. It is extremely likely that these solutions have been looked at, yet, how deep. Too many people look at solutions to fill their pockets, how many looked at it with the intent to fill the treasury coffers? Greece has a second option, is to use the church. Instead of making a short sale of places that came for sale, how about ‘nationalising’ them as tourist accommodation, managed through the church? Move hotels from foreign investors to local hands! Just an idea to start growing the foundation of taxable income.

In all this, the ideas by me should be regarded as laughable. Yet, how many options have been inspected? You see the problem does not go away by throwing a few billion at it, buying all the fish leaves you with a double debt, learning how to fish and get the pond to yourself will leave you with a future. Greece has limited products to work with, so it either adds products or it adds services, services is a first, products is often longer term, unless it is the service that becomes the product.

In all this I still have to address one part I talked about earlier. I stated “they have left, what should be regarded as criminal activities open to reactivation“, there is some of it (at http://www.globalresearch.ca/goldman-sachs-doesnt-have-clean-hands-in-greece-crisis/5459498), more in the annals of history. the article gives us: “According to investigative reports that appeared in Der Spiegel, the New York Times, BBC, and Bloomberg News from 2010 through 2012, Blankfein, now Goldman Sachs CEO, Cohn, now President and COO, and Loudiadis, a Managing Director, all played a role in structuring complex derivative deals with Greece which accomplished two things: they allowed Greece to hide the true extent of its debt and they ended up almost doubling the amount of debt Greece owed under the dubious derivative deals“, no matter where all this is going, consider the Greek bonds. I massively objected in the past against Greece being allowed anywhere near the bond market in April 2014. Consider the total value of Greek bonds out there, are they covered? Consider that Greece is completely bust, the fact that from multiple sources that Greek cannot repay its debt (amongst them the Finance Minister of Greece). Consider that Yanis Varoufakis stated on March 10th 2015 “Varoufakis Says Greece Was Never Going To Repay Its Debts” (source Forbes). So how come that at THAT point certain steps were not made to use the reserve funds Greece had at that time to settle the bonds. When you consider my opposition to bonds in April 2014 comes into view with the consideration ‘The terms on which a government can sell bonds depend on how creditworthy the market considers it to be‘, so as some power players had (as I see it) inflated the Greek credit rating, the question becomes, is the Greek bond market a continuation of the ‘Greekman Sachs’ protocols as played to hide debt, as such, should there be a more serious level of criminal investigation? Moreover, who are the involved parties and why are other parties not truly digging here?

In the end, let’s be clear, there is absolutely no indication that any laws have been broken regarding the bonds, is that not the interesting part? The one part that could have limited the issues now playing (like adjusting laws) is the one action 10 years of government had not adjusted. That seems to have worked out very well for Addy Loudiadis, Chief Executive and Director, Rothesay Life Limited and Managing Director of Goldman Sachs and a few others (Addy was just the most visible one), in all this we see that Greece needs changes, the law most likely first.

So can the Greeks dance? Unless their parliament wakes up, it is only one of many skills a Greek will need to add to his/her skill set to get by after the ATM’s stop working.

 

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