Mariano Ortega Mues

Water,IoT,CEP/ESP,Ontologies, AI ,Smart Grid, K.Gödel, Philosophy of Mathematics,Computers and Information Ethics,PMP.

[Mariano Ortega Mues @cartesio]

Check out my latest article: ¿Inferencia más rápida en LLMs sin perder calidad… y reduciendo costes? Ahora es posible. https://t.co/fiOpznG8KP a través de @LinkedIn

[Intel News @intelnews]

The best way to start the year. 🎊

Intel Oregon welcomes major components of @ASMLcompany’s first shipped High-NA EUV technology to help enable the continued and relentless pursuit of Moore’s Law.

Learn more: https://t.co/a5RVr1iWLX

[EPP Group @EPPGroup]

🇪🇸 Millions of Spaniards took to the streets to defend the #RuleOfLaw against the deal between Spanish PM Sánchez and the Catalan separatists.

We must support Spain.

Rule of law principles are not negotiable in the EU!

#EspañaNoSeRinde

[Sachin Katti @sk7037]

Our next chapter begins today - @Intel launched the 5th Gen #IntelXeon Scalable processors & Intel Core Ultra processors. Both are going to bring incredible capabilities to the #edge & truly revolutionize #AI everywhere. Huge congrats to all. #IAmIntel

https://t.co/B55MkEsQRM

[Iberdrola @iberdrola]

🥇 ¡HAN HECHO 𝑯𝑰𝑺𝑻𝑶𝑹𝑰𝑨! 🇪🇸

🛼 ¡España es 𝐂𝐀𝐌𝐏𝐄𝐎𝐍𝐀 𝐃𝐄 𝐄𝐔𝐑𝐎𝐏𝐀 de hockey patines y se convierte en la primera en ganar 7️⃣ europeos seguidos en cualquier deporte! 😯

🙌🏼 ¡Suma tu felicitación a esta generación de leyenda!

[Borja Adsuara Varela ⚖️ @adsuara]

Carta abierta a los líderes europeos a favor de la #regulación de la #IA por el Parlamento (Reglamento) y en contra de la #autorregulación por el sector
¿Por qué no ambas cosas? #corregulación? 🤔
https://t.co/uciV1ZWiSY
Por @Floridi, @MBaracchiBon y otros autores en @el_pais

[Luiza Jarovsky, PhD @LuizaJarovsky]

📢Excellent AI paper alert, especially for those interested in AI ethics and the intersection of AI and privacy: "Supporting Trustworthy AI Through Machine Unlearning" by @EmmieHine, @novelli_claudio, @RosariaTaddeo, @Floridi. Important quotes:

"Machine unlearning (MU) is not, as its name may suggest, the inverse of machine learning (ML), although they are related. In ML, an algorithm trains a model to perform a task using some data. MU does not involve “forgetting” a task, but how specific data contribute to a model. In other words, it seeks to “undo” the influence of some data on an ML model." (page 1)
-
"MU is valuable also on a collective level, an aspect often overlooked in literature. Regarding the right to be forgotten, unlearning specific datapoints can support group privacy, which could be especially important for marginalized groups and in contexts where group profiling is increasingly common. However, when discussing the limits of MU, we shall see it is crucial to ensure that the process does not compromise the accuracy of models or increase bias, as unlearning can affect classification model accuracy and hence negatively impact the groups it is intended to benefit." (page 5)
-
"MU is a novel subfield of ML that holds great promise as a technical measure to support trustworthy AI. We have argued that unlearning datapoints, features, labels, and classes can help AI applications uphold the OECD’s principles of trustworthy AI and ensure that AI is more sustainable, inclusive, transparent, robust, and accountable. However, it is important to stress that MU cannot compensate for misuses of ML and the lack, or poor quality, of training data." (page 9)

Data subjects' rights, such as the right to be forgotten, right of access, and right to rectification, are challenges in the context of machine learning/AI. This is a very important discussion, and the paper brings an interesting contribution. I'm happy to see more research and debates in this sense.

Link to the paper below.

[EPP Group @EPPGroup]

Standing together against a massive amnesty in #Spain.

We can't stay silent!

Europe, the time for collective action is now.

We must uphold the #RuleOfLaw universally.

No one is above the law!

#EspañaNoSeRinde

[EPP Group @EPPGroup]

🇪🇸 To the millions of Spaniards defending the rule of law in Spain:

🇪🇺 You are not alone.

Listen to @SMuresan, @DolorsMM, @jeroen_lenaers, @ManfredWeber, @fxbellamy, @PauloRangel_pt, @AndrzejHalicki, @lidiafopereira and @FZarzalejos.

#EspañaNoSeRinde #RuleOfLaw #EPlenary

[PeterSweden @PeterSweden7]

PROTESTS IN SPAIN 🇪🇸

People are out protesting against the Socialist coup for the 20th day in a row.

The media continues to ignore these massive protests 👇

[El Debate @eldebate_com]

🔴 Netanyahu le para los pies a Sánchez cuando trataba de darle lecciones sobre la guerra en Israel

✍️ @M_perez_pichel

👉 Lee la noticia completa aquí: https://t.co/drSJoecF6F

[Javier Rubio Donzé @Sr_Donze]

Cristian Terheș estuvo en el partido socialdemócrata rumano hasta el año 2020. Ahora milita en el PNȚ-CD (centro derecha). Hoy ha pedido la dimisión de Pedro Sánchez desde el Parlamento Europeo. 🇪🇺

Curiosamente los medios no se han hecho eco de su discurso. Ya lo subo yo.

[Siegfried Muresan 🇷🇴🇪🇺 @SMuresan]

Todo político que atenta contra el #EstadodeDerecho quiere que la gente se calle.
Esto es exactamente lo que nos dicen el presidente del gobierno español #Sánchez y su gobierno.

No, no nos callaremos.
Europa no se callará.
Defenderemos el #EstadodeDerecho en España.

[PeterSweden @PeterSweden7]

The people of Spain protesting against Socialism for the 18th night in a row.

The media is continuing to ignore this👇

🇪🇸🇪🇸🇪🇸

[End Wokeness @EndWokeness]

It’s not just America, England, and Italy… It’s every Western nation on earth.

Spain is currently being invaded by a huge caravan of military-age Africans.

If this goes on, Western civilization as we know it will be gone within a generation.
https://t.co/0N6lbreQxl

[Manfred Weber @ManfredWeber]

The EU has a huge responsibility to prevent the breakdown of the rule of law in Spain. The protests of civil society, the judiciary and citizens cannot be ignored. The amnesty deal is unprecedented and irresponsible. My interview @elespanolcom @ADPrietoPYC https://t.co/PF3HkTXo6j

[PeterSweden @PeterSweden7]

SPAIN PROTESTS 🇪🇸

Police are brutally attacking people protesting against the Socialist coup.

Look closely and you can see them firing at people at point blank range.

SHARE - The media is not showing you this 👇

[EPP Group @EPPGroup]

Europe must join the Spaniards who protested across the country to defend the rule of law.

The EU cannot remain silent when irresponsible politicians put democracy at risk for their purposes.

#Spain #EspañaNoSeRinde

[End Wokeness @EndWokeness]

There is a massive revolution going down in Spain against the socialist regime and the media is barely talking about it

[PeterSweden @PeterSweden7]

Incredible scenes from Spain today.

15th day in a row they protest against Socialism.

🇪🇸🇪🇸🇪🇸