Folks, I truly suck at marketing my work, but not in terms of my work. I need to work on that. But in terms of what I offer, there is no deception, no trickery, no bs. I still believe in ethical, accurate and meaningful service. In that context I am perhaps a bit "old school"... appreciate your time
11.03.2026 08:13
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2/2 Also since the much of what was hidden was unsealed during the Meta trial I can finally elaborate on this but as detailed as this is, it gets darker but this backed by evidence and science which is important
11.03.2026 07:52
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1/2 Yes, this initial release ties in with what the whole Meta Trial, Section 230 and essentially dismantling how big tech's algorithms is designed to manipulate for maximum engagement etc
11.03.2026 07:52
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Just a reminder that the following is scheduled for release in about 4.5 hourss from now. "How Algorithms Are Rewriting Your Identity" part of a multipart series. However, just a warning it is as important as it is dark. Any will post and pin post scheduled release.
11.03.2026 07:41
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2/2 now I have that which I needed to finalize this. Yeah, I suppose I just don't give up. In fact, just the inverse. Besides it is about time.
08.03.2026 04:27
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1/2 and this time, I really leave no stone unturned. If you think these algorithms are bad, you will see what EVIL lurks beneath AND be able verify it. Sleep can wait. Always had a few missing pieces but now a hug f___ing nail. Started this years ago when the shift start but it was just notes
08.03.2026 04:27
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Really really had enough of the crap that big tech shoves into their products and come this Wednesday I am exposing as much of it as I can, how they work and it will anger quite a lot of people. It is arguably one of the most potent evidence based pieces of work I have done
08.03.2026 04:27
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Any rate, I there is almost a 1:1 relationship to what is used by the plaintiffs and defendants in terms of my work on this, I would be utterly surprised if nothing from this case, something I rarely state unless I am not certain.
07.03.2026 17:07
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Regardless, it means a lot in terms of Section 230 shielding big tech and big tech, I am willing to bet is sweating bullets. But alas I am just astounded that given the nature of the case that it is not getting the coverage it deserves.
07.03.2026 16:58
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2/2 yet not trending, but regardless, it is not looking great for Meta (so much so that Snap/TT already paid their victim / settled out off court)... Anyway, come this Wed/Thu I will be releasing my work on it and YES because it deals with A LOT of what is being discussed in court
07.03.2026 16:54
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1/2 Now, Although a verdict will be reached late this month, if Meta end up losing this case expect a massive terms in of regulatory change and also unlike previously Zuck have NOT appeared in a court setting (Jury Trial, 9/12 win split). The scale of this case is massive.
07.03.2026 16:54
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As result of what is going in with the Meta Court case (which I see little mention off) I have decided that this week I will release my work done on "Algorithmic Identity Reinforcement", now it is a super in-depth piece of work but worth going into as it is super important.
07.03.2026 16:54
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Regardless where the first part deals with Biometrics in the general sense the second part deals with ethics and ultimately the granular aspects but regardless, as always just a mention of that which I will publish in time
06.03.2026 12:55
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Behavioral Biometrics is as stark as it is covert, invisible and not to seen as biometrics in the conventional sense. But as it the second part of not yet released first part. Used to dertermine risk, price, and much more.
06.03.2026 12:55
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In terms of the CTI (Cyber Threat Intel) side and my scale in terms of societal risk and so on this ranks amongst the heighest. I spend much more time on these topics for reasons that will be clear when I publish my work.
06.03.2026 07:03
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I already completed "The Biometric Frontier: Ethics and Governance of Facial Recognition" but given the given the significance of my finding I am doing a second more specific to "Behavioral Biometric and Ethics" because there is a cascade of problems IF there is a breach
06.03.2026 07:03
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2/2 that into consideration. My goal is not to undermine folks that may already be well aware, but it is because I am just sharing important information. I do blocked at times by people, that is fine. Even then I still appreciate those who do read my posts, thank you!
05.03.2026 10:43
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1/2 I will continue to make mention of these issues as it truly is super important to understand. The research presented is solid. You wellbeing and mental health is important if not I would not post information such as this, I it almost an hour long so perhaps if interested just take
05.03.2026 10:43
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A.I. Is Messing With Our Mental Health - SOME MORE NEWS
YouTube video by Some More News
A.I. Is Messing With Our Mental Health - SOME MORE NEWS
~ It is a good show in general, but I am posting this since it covers what I already did but this takes a different more general but effective approach and yes it is a great mix between fact and grit.
youtu.be/-FPJCnEIfjY?...
05.03.2026 10:43
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AI Wellness Tools: Risks in Mental Health Support [Premium] | QF-Security
Get more from QF-Security on Patreon
AI Wellness Tools: Risks in Mental Health Support [Premium]
~ same as earlier but as mentioned the full corpus of research. BUT Core is contains the essentially information and both uses the the same master thesis.
www.patreon.com/posts/ai-wel...
04.03.2026 12:27
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4/4 Part of that pushback is not just people wanting no part in this but in this work I layout how there are government that are looking at other way such as decentralization methods. Regardless just a foreshadowing of what I will be posting. I included as many trustworthy sources as possible.
04.03.2026 10:01
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3/4 That is how it started and in other countries will start, determining which services you can and cannot use, followed by who will receive loans, be able to purchase a place to live, vehicles, and it is not looking great. However, It would be far darker if there was not a pushback
04.03.2026 10:01
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2/4 You could change a hacked account's password but you cannot change you face. Veiled as a layer of protection and so-called age verification, in UK the "DIGITAL ID", that is how it is being sold as and if you don't comply in time you will not be able use services
04.03.2026 10:01
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1/4 It is not sci-fi it is reality, a reality where governments decide what freedom means, a reality where companies determine you worth based on biased data, reality meets an episode from black mirror. It is pervasive but determines you future
04.03.2026 10:01
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The End of Anonymity may be closer than we think
One thesis I have been working on for quite some time due to the severe if not existential consequences is Biometrics. It relates to much of what I have been doing but I knew no matter how dark I had to cover this
04.03.2026 10:01
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2/3 Research, the psychological implications and ultimately the agenda/motive/goals you see things for what it is people who should not create content sure it is not a topic I care about but knowing what to look out for goes a long way in terms of ones own mental wellbeing which I do consider VITAL
04.03.2026 06:26
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2/3 gets rewarded in terms of monetization, I do not support this. It is essentially another form of attritrition, resulting in negativity which is why when avoiding such content or when taking a break from it that feel of wellbeing returns (most of the time) because I deal with anatomy in what I
04.03.2026 06:26
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1/3 I find it so utterly petty people on YT is ripping each other apart when it is say movie reviews. Look all have the freedom to speak freely but none the freedom insult it is simply bad character yet some these channels have quite a number of subscribers. But rage sells and on certain plaforms
04.03.2026 06:26
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3/3 Defending against those without weapons, but sadly these things happen and yeah I suppose the point is be careful, these incidents happen real fast and with training and I still choose safety first, it is on me, I did not fous on my surroundings. Still the darn pain one used to now not so much
04.03.2026 01:19
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2/3 Back a just over a before the "big sneeze" I stopped but since I achieved the highest level I mainly continued going to the Dojo to stay in shape... see back then at my level denfending against all manner of weapons was part of the course and so was injuries so also stitches, it is one thing
04.03.2026 01:19
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