Pagina's

Outlier ai - Meta x Scale AI

 🧠 Meta × Scale AI — the quiet merger of data and power

In June 2025, Meta announced an investment of US$ 14.3 billion to acquire a 49% stake in Scale AI.

Formally, Scale AI remains independent, yet the commercial ties are now “substantially expanded.”

As part of the deal, Alexandr Wang, founder of Scale AI, joined Meta to lead its new Superintelligence Lab — while still holding a board seat at Scale.


⚠️ What this means

This isn’t just a business move.

It’s a structural shift in who owns and governs the training data behind artificial intelligence.

Insiders report that Meta researchers have questioned the quality of Scale’s labeled data — even while the acquisition was underway.

At the same time, several of Scale’s former clients, including Meta’s competitors, have reduced or ended their contracts, citing conflicts of interest.


🌐 Why it matters

When data vendors become subsidiaries of tech giants, the ecosystem that feeds AI narrows.

Transparency fades.

And the same handful of corporations end up controlling both the models and the material that trains them.

This merger doesn’t just reshape the AI market  it reshapes the boundaries between knowledge, ownership, and accountability.


> The age of open data is ending.

What begins now is the era of curated intelligence — owned, filtered, and aligned.


Categorie: AI-ethiek, Digitale integriteit, Juridische

Smartphones & Privacy

 🔒 Digital sustainability begins with privacy


Every smartphone carries a unique Advertising ID that tracks what you watch, type and read — information shared across apps to feed the ad economy.


📱 The good news: you can turn it off.


On Android: Settings → Privacy → Ads → Delete advertising ID


On iPhone: Settings → Privacy → Tracking → Turn off “Allow Apps to Request to Track”



You’ll still see ads, but no longer based on a personal profile.


A small click with a big impact — for more calm, less data waste, and a cleaner digital ecosystem.


🌿 JAS Sustainable Advice

Sustainability also means using information consciously.


🔒 Advertentie ID en data tracking

 🔒 Digitale duurzaamheid begint bij privacy


Wist je dat elke smartphone een advertentie-ID heeft die precies bijhoudt wat jij bekijkt, tikt en leest?

Die code wordt gedeeld met talloze apps en bepaalt welke reclames je ziet.


📱 Gelukkig kun je dat zelf uitschakelen:

Instellingen → Privacy → Advertenties → “Advertentie-ID verwijderen”


Zo voorkom je dat bedrijven jouw gedrag blijven volgen.

Je krijgt nog wel advertenties, maar niet langer persoonlijke profielen over jou.


Een kleine klik met een groot effect — voor meer rust, minder dataverbruik en een schoner digitaal ecosysteem.


🌿 JAS Duurzaam Advies

Duurzaamheid is ook: zuiver omgaan met informatie.


⚖️ Legal Note — EU & Dutch Framework on Digital Fraud

 

⚖️ Legal Note — EU & Dutch Framework on Digital Fraud


Digital deception — whether through romance scams, impersonation or malware — falls within the broader scope of cyber-enabled fraud.

While there is no single international law covering it, several existing instruments apply:


Dutch Criminal Code (Wetboek van Strafrecht)


Art. 326 Sr — Fraud / Oplichting: intentional deception for unlawful gain.


Art. 231 Sr — Identity fraud: use of another person’s identifying data.


Art. 225 Sr — Forgery / Valsheid in geschrifte, including digital evidence.



European & International Frameworks


Budapest Convention on Cybercrime (2001) — cross-border cooperation in online crime.


EU Digital Services Act (2022) — imposes a duty of care on online platforms to prevent misuse.


General Data Protection Regulation (GDPR) — protects personal data used in identity scams.


Together, these norms form a fragmented but evolving system — one that urgently needs a next step:

a clear, international standard for digital integrity and platform responsibility.


More

 

🕵️‍♀️ When Trust Turns Digital: The New Face of Online Deception


The line between privacy and deception has never been thinner.

Many people choose not to show their real photo or name on dating platforms — understandable, especially when colleagues or clients might be there too. But behind that legitimate caution hides a new risk: identity-based scams and malware traps.


From conversation to compromise


Scammers now use simple tactics: moving the chat from the dating app to WhatsApp or Telegram, sending a “photo” that looks harmless — but hides malware. Once it downloads automatically, your device may be exposed to data theft or remote control.


This is why turning off automatic media download is more than a tech tip; it’s a matter of digital self-protection.


A wider issue: platforms and accountability


The real question is not only how individuals can protect themselves, but why platforms still allow full anonymity without responsibility.

If a digital space functions like a house, then its owner has a duty of care: to know who comes in, to keep the doors safe, and to act when harm occurs.


This principle lies at the heart of a new initiative I am developing — the International Recommendation on Digital Integrity and Platform Responsibility — calling for verified registration, cross-border cooperation, and user protection across Europe and beyond.


Practical takeaway


Until policy catches up, awareness is your best defence.


Never open files from unknown contacts.


Keep your device and apps updated.


Disable automatic downloads (see my LinkedIn post for exact steps).


Report suspicious profiles and conversations.



> Privacy is your right —

but responsibility, yours and theirs, is what keeps the digital world human.




Joan D. Mulder

www.jasduurzaamadvies.nl

⚠️ New Scam Alert: Hidden Malware via WhatsApp Images

 ⚠️ New Scam Alert: Hidden Malware via WhatsApp Images


Cybercrime keeps evolving — and so do scams.

A new method has appeared in which malware is hidden inside images sent via WhatsApp, often by strangers met on dating platforms or messaging groups.

The risk? Simply opening or automatically downloading such an image can infect your phone and compromise personal data or bank access.


🔒 How to protect yourself


Turn off automatic media downloads in WhatsApp:

Settings → Storage and data → Media auto-download

Then open each of the three options and uncheck all boxes:


When using mobile data → uncheck all


When connected on Wi-Fi → uncheck all


When roaming → uncheck all



From now on, photos or files will only download when you choose to tap them.


Avoid opening files from unknown contacts, even if they seem harmless.

Legitimate connections will understand your caution — scammers rely on curiosity and trust.


> Privacy is your right.

Caution is your best defence

Recommendation J.D. Mulder

 🌐 International Recommendation on Digital Integrity and Platform Responsibility in Online Relationships


Preamble

Recognizing that human connection increasingly takes place across digital borders;

Acknowledging that online relationship fraud and identity-based deception cause significant emotional, financial and social harm;

Recalling the Budapest Convention on Cybercrime (2001) and the EU Digital Services Act (2022) as key frameworks for digital security and platform accountability;

Emphasizing that privacy is a right, but that intentional deception undermines personal autonomy, dignity and trust;

The undersigned recommend the following principles and measures to promote digital integrity and accountability in online interpersonal relations.



---


Article 1 — Purpose


This Recommendation aims to strengthen international cooperation and platform responsibility in preventing, detecting and addressing intentional digital misrepresentation within online relationship and dating environments.



---


Article 2 — Definition


1. Digital relationship deception means the deliberate and sustained use of false identity, personal data, or relational status with the purpose of gaining trust, affection, influence or advantage.



2. This excludes the use of pseudonyms or privacy measures adopted solely for personal safety or anonymity without intent to mislead.





---


Article 3 — Principles of Digital Integrity


1. Right to Privacy — Every individual retains the right to control how and when personal data is shared online.



2. Duty of Honesty — Participants in online relationships have a moral and legal duty not to intentionally misrepresent essential aspects of their identity.



3. Accountability by Design — Platforms shall embed preventive systems that deter, detect and respond to identity-based deception.





---


Article 4 — Platform Responsibility and Verification


1. Platforms facilitating interpersonal or romantic interaction shall ensure verified registration of users through secure digital identity mechanisms, without publicly revealing private data.



2. Verified data shall be held confidentially but must be available to competent authorities or courts in cases of reported harm or fraud.



3. Platforms shall maintain clear internal protocols for evidence preservation, reporting and user redress.



4. Failure to implement adequate verification and preventive measures shall constitute a breach of the duty of care under the Digital Services Act or equivalent national law.





---


Article 5 — Jurisdiction and Cooperation


1. States should apply an effects-based jurisdiction, allowing proceedings in the country where the victim suffered the harm.



2. States shall ensure mutual legal assistance for cross-border cases involving digital relationship fraud.



3. Europol, Eurojust and similar agencies are encouraged to establish dedicated units or taskforces for identity-based online fraud and interpersonal deception.





---


Article 6 — Remedies and Victim Protection


1. Victims shall have access to civil and administrative remedies in their own jurisdiction, including compensation and asset recovery.



2. Platforms must cooperate in freezing assets or accounts linked to proven identity-based deception.



3. States should simplify cross-border claims and adopt expedited digital complaint procedures.





---


Article 7 — Prevention, Education and Public Awareness


1. Governments and platforms shall jointly promote awareness campaigns on digital integrity and safe online interaction.



2. Users should be informed of verification procedures, reporting tools, and evidence preservation methods.



3. Educational materials should emphasize both privacy protection and honesty in digital relations.





---


Article 8 — Implementation and Follow-Up


1. The Council of Europe, European Union and United Nations are invited to explore the integration of these principles into existing frameworks, such as an Additional Protocol to the Budapest Convention or a Digital Integrity Charter under the DSA.



2. Platforms and civil society organizations are encouraged to adopt voluntary codes of conduct reflecting this Recommendation.



3. A periodic review mechanism shall evaluate the effectiveness of these measures and propose updates as technology evolves.





---


Closing Statement


> In the house of digital connection, every platform is a host.

Privacy is a right — but responsibility is the roof that keeps us safe.

Let integrity, not illusion, be the foundation of our shared digital lives.