#datahandling — Public Fediverse posts

During the Trump administration, sensitive but unclassified CISA contracting documents were uploaded into a public AI platform by the agency’s acting director, triggering security alerts and a DHS-level assessment.

While no classified data was involved, the case highlights governance risks tied to AI exceptions, access controls, and data handling in high-security environments.

Source: https://www.politico.com/news/2026/01/27/cisa-madhu-gottumukkala-chatgpt-00749361

What practical guardrails should govern AI usage in public-sector security roles?

Share insights and follow @technadu

#InfoSec #TrumpAdministration #AIUsage #DataHandling #CyberGovernance #CISA #PublicSectorSecurity

During the Trump administration, sensitive but unclassified CISA contracting documents were uploaded into a public AI platform by the agency’s acting director, triggering security alerts and a DHS-level assessment.

While no classified data was involved, the case highlights governance risks tied to AI exceptions, access controls, and data handling in high-security environments.

Source: https://www.technadu.com/cisa-acting-directors-chatgpt-uploads-again-draw-internal-anonymous-claims-as-dhs-pushes-to-clarify/619314/

What practical guardrails should govern AI usage in public-sector security roles?

Share insights and follow @technadu

#InfoSec #TrumpAdministration #AIUsage #DataHandling #CyberGovernance #CISA #PublicSectorSecurity

During the Trump administration, sensitive but unclassified CISA contracting documents were uploaded into a public AI platform by the agency’s acting director, triggering security alerts and a DHS-level assessment.

While no classified data was involved, the case highlights governance risks tied to AI exceptions, access controls, and data handling in high-security environments.

Source: https://www.technadu.com/cisa-acting-directors-chatgpt-uploads-again-draw-internal-anonymous-claims-as-dhs-pushes-to-clarify/619314/

What practical guardrails should govern AI usage in public-sector security roles?

Share insights and follow @technadu

#InfoSec #TrumpAdministration #AIUsage #DataHandling #CyberGovernance #CISA #PublicSectorSecurity

During the Trump administration, sensitive but unclassified CISA contracting documents were uploaded into a public AI platform by the agency’s acting director, triggering security alerts and a DHS-level assessment.

While no classified data was involved, the case highlights governance risks tied to AI exceptions, access controls, and data handling in high-security environments.

Source: https://www.technadu.com/cisa-acting-directors-chatgpt-uploads-again-draw-internal-anonymous-claims-as-dhs-pushes-to-clarify/619314/

What practical guardrails should govern AI usage in public-sector security roles?

Share insights and follow @technadu

#InfoSec #TrumpAdministration #AIUsage #DataHandling #CyberGovernance #CISA #PublicSectorSecurity

During the Trump administration, sensitive but unclassified CISA contracting documents were uploaded into a public AI platform by the agency’s acting director, triggering security alerts and a DHS-level assessment.

While no classified data was involved, the case highlights governance risks tied to AI exceptions, access controls, and data handling in high-security environments.

Source: https://www.technadu.com/cisa-acting-directors-chatgpt-uploads-again-draw-internal-anonymous-claims-as-dhs-pushes-to-clarify/619314/

What practical guardrails should govern AI usage in public-sector security roles?

Share insights and follow @technadu

#InfoSec #TrumpAdministration #AIUsage #DataHandling #CyberGovernance #CISA #PublicSectorSecurity

Looking for a good book about, well(?), strategies, data-structures, algorithms for handling encrypted data. Some questions I would like to see discussed:
- user has thousands of encrypted files, must change the key.
- path names encrypted or not, when/why, how?
- access to encrypted files by many users ... key handling?
- pros/cons of encryption algorithms for the above

NOT: encryption algorithms themselves, the math, as it is covered well online.

#encryption #security #dataHandling

🚀 Our #PyDataGlobal 2025 tutorial recording on modern #Blosc2 & #Caterva2 features is out!
We show how compression is more than just a space saver, boosting performance for large in-memory & out-of-memory arrays via auto-chunking & parallelism.

We also cover: 🌐 Serving Blosc2/#HDF5 data online with Caterva2 ☁️ Computing directly in the cloud (no downloads needed!)

Watch here: 👉 https://www.youtube.com/watch?v=tUvSI3EpTBQ&list=PLGVZCDnMOq0qmerwB1eITnr5AfYRGm0DF&index=80

#Python #DataScience #BigData #HPC #DataHandling

🚀 Our #PyDataGlobal 2025 tutorial recording on modern #Blosc2 & #Caterva2 features is out!
We show how compression is more than just a space saver, boosting performance for large in-memory & out-of-memory arrays via auto-chunking & parallelism.

We also cover: 🌐 Serving Blosc2/#HDF5 data online with Caterva2 ☁️ Computing directly in the cloud (no downloads needed!)

Watch here: 👉 https://www.youtube.com/watch?v=tUvSI3EpTBQ&list=PLGVZCDnMOq0qmerwB1eITnr5AfYRGm0DF&index=80

#Python #DataScience #BigData #HPC #DataHandling

🚀 Our #PyDataGlobal 2025 tutorial recording on modern #Blosc2 & #Caterva2 features is out!
We show how compression is more than just a space saver, boosting performance for large in-memory & out-of-memory arrays via auto-chunking & parallelism.

We also cover: 🌐 Serving Blosc2/#HDF5 data online with Caterva2 ☁️ Computing directly in the cloud (no downloads needed!)

Watch here: 👉 https://www.youtube.com/watch?v=tUvSI3EpTBQ&list=PLGVZCDnMOq0qmerwB1eITnr5AfYRGm0DF&index=80

#Python #DataScience #BigData #HPC #DataHandling

🚀 Our #PyDataGlobal 2025 tutorial recording on modern #Blosc2 & #Caterva2 features is out!
We show how compression is more than just a space saver, boosting performance for large in-memory & out-of-memory arrays via auto-chunking & parallelism.

We also cover: 🌐 Serving Blosc2/#HDF5 data online with Caterva2 ☁️ Computing directly in the cloud (no downloads needed!)

Watch here: 👉 https://www.youtube.com/watch?v=tUvSI3EpTBQ&list=PLGVZCDnMOq0qmerwB1eITnr5AfYRGm0DF&index=80

#Python #DataScience #BigData #HPC #DataHandling

🚀 Our #PyDataGlobal 2025 tutorial recording on modern #Blosc2 & #Caterva2 features is out!
We show how compression is more than just a space saver, boosting performance for large in-memory & out-of-memory arrays via auto-chunking & parallelism.

We also cover: 🌐 Serving Blosc2/#HDF5 data online with Caterva2 ☁️ Computing directly in the cloud (no downloads needed!)

Watch here: 👉 https://www.youtube.com/watch?v=tUvSI3EpTBQ&list=PLGVZCDnMOq0qmerwB1eITnr5AfYRGm0DF&index=80

#Python #DataScience #BigData #HPC #DataHandling

🌐📜 Behold, the grand unveiling of the HTTP QUERY method! The revolutionary innovation for tech wizards who dream of POST without the commitment! 🤖💬 Now you can send your data into the void and receive a response with zero concern for consequences—perfect for those who thrive on #indecision and unlimited retries. #InnovateByDoingNothing
https://www.ietf.org/archive/id/draft-ietf-httpbis-safe-method-w-body-14.html #HTTPQUERY #POSTmethod #TechInnovation #DataHandling #HackerNews #ngated

Wenn man sich so selten zu Wort meldet wie wir, sollte man dann 'was Schauriges 🎃 zu sagen haben?

Am 📅 28.10.2025 um 14h
öffnen wir den Sargdeckel: wir stellen unsere #ResearchDataScaryTale auf #GitLab vor

Unseren #blackstories zum #Datahandling jetzt:
💀 als Karten im pdf-Format
🧙 mit Kategorienfilter
🦇 für Eure Schulungen verwendbar

Den #DataHorrorWeek-Dienstag nutzen wir für einen Rückblick und zeigen wie 's Repo funktioniert.

Kommt vorbei – wenn ihr euch traut 😈
https://t1p.de/scarygit_demo

🚀✨ Behold, Murex: the Swiss Army knife of shells that promises to revolutionize your command line experience by letting you juggle #JSON, #YAML, and #CSV like a circus clown. 🤹‍♂️✨ Spoiler alert: it's just another way to practice your eye-roll reflex while trying not to accidentally cast your data types into oblivion. 🙄💥
https://murex.rocks/ #Murex #CommandLine #Revolution #DataHandling #HackerNews #ngated

🚀✨ Behold, Murex: the Swiss Army knife of shells that promises to revolutionize your command line experience by letting you juggle #JSON, #YAML, and #CSV like a circus clown. 🤹‍♂️✨ Spoiler alert: it's just another way to practice your eye-roll reflex while trying not to accidentally cast your data types into oblivion. 🙄💥
https://murex.rocks/ #Murex #CommandLine #Revolution #DataHandling #HackerNews #ngated

🚀✨ Behold, Murex: the Swiss Army knife of shells that promises to revolutionize your command line experience by letting you juggle #JSON, #YAML, and #CSV like a circus clown. 🤹‍♂️✨ Spoiler alert: it's just another way to practice your eye-roll reflex while trying not to accidentally cast your data types into oblivion. 🙄💥
https://murex.rocks/ #Murex #CommandLine #Revolution #DataHandling #HackerNews #ngated

🚀✨ Behold, Murex: the Swiss Army knife of shells that promises to revolutionize your command line experience by letting you juggle #JSON, #YAML, and #CSV like a circus clown. 🤹‍♂️✨ Spoiler alert: it's just another way to practice your eye-roll reflex while trying not to accidentally cast your data types into oblivion. 🙄💥
https://murex.rocks/ #Murex #CommandLine #Revolution #DataHandling #HackerNews #ngated

When working with the whole content of the block editor, I noticed something odd: the getBlocks() selector does not necessarily return the current content of the editor. Let’s check why and how to correct it.

https://epiph.yt/en/blog/2025/dont-use-getblocks-to-get-the-current-post-content/

#Block #BlockEditor #DataHandling #WordPress

Wir können uns kaum erinnern, ob wir schonmal in kürzerer Zeit von Wegbegleitern auf einen unerwarteten Verweis auf unsere #ResearchDataScaryTale s angesprochen wurden👀 Was diese Weggefährten gemeinsam haben: sie hören @minkorrekt 📻
Mit >80k Lauschenden pro Folge einer DER deutschen Wissenschafts-Podcasts. Wir freuen uns, dass unsere #blackstories zum #Datahandling bedacht worden sind - hört mal in Folge325 rein: https://minkorrekt.de/mi325-fragen-an-das-bindegewebe/
Alle "Scaries" gibt's weiterhin auf
https://forschungsdaten-thueringen.de/fdm-scarytales/articles/ueberblick.html

Eine #Datahandling-Geschichte, auf die manche vielleicht leicht gekommen sind, da sie dazumal "Wellen schlug":
Deutschland im April 2021: inmitten einer der stärksten Covid19-Wellen in Deutschland, entschied sich das Robert-Koch-Institut, das Datenformat für die Ausgabe der täglichen Impfzahlen ohne Ankündigung zu verändern.
Unsere kurze Rekapitulation aus #FDM-Sicht schließt mit der letzten #ResearchDataScaryTale unsere diesjährige #ResearchDataHorrorWeek 🧟💾 2024 ab:
https://forschungsdaten-thueringen.de/geschichten/articles/20241025-vor-die-welle-kommen.html

Tag5 und damit leider schon unsere letzte schaurige Daten-Geschichte der #ResearchDataHorrorWeek 2024 🧟💾
Sie heißt heute:
"Vor die Welle kommen"

**Die plötzliche Veränderung gab dem Virus einen unfairen Vorsprung.**

❓ Auf welche #Datahandling-Horrorgeschichte wollten wir wohl mit dieser vagen Andeutung und unserem Bild hinaus? 🤔🧐
Dabeisein & Mitraten, #ResearchDataScaryTale -Kartenspiel gewinnen🃏✨ :
👉 https://forschungsdaten-thueringen.de/nachricht/data-horror-week-2024-de.html 📚👻

Die Auflösung gibt es am Montag!

Tag4 der #ResearchDataHorrorWeek 🧟💾
Eine weitere schaurige Daten-Geschichte unter dem Titel:
"Der bestohlene Dieb"

**Wie aus einer Notdurft ein Kriminalfall wurde.**

❓ Welche Daten-Horrorgeschichte verbirgt sich wohl hinter dieser überaus vagen Andeutung und unserem Bild?
Welche Fehler haben hier wohl wozu geführt? 🤔🧐
Dabeisein & Mitraten, #ResearchDataScaryTale -Kartenspiel gewinnen🃏✨ -- täglich eine neue Geschichte um die Gefahren sorglosen #Datahandling s hier:
👉 https://forschungsdaten-thueringen.de/nachricht/data-horror-week-2024-de.html 📚👻

Die Geschichte am Tag3 der #ResearchDataHorrorWeek 🧟💾
trägt den Titel:
"Das gute alte Skript"

**Wer war Svenja?**

❓ Welche Daten-Horrorgeschichte verbirgt sich wohl hinter dieser durchaus sehr vagen Andeutung und unserem Bild dazu?
Welche Fehler haben hier wohl wozu geführt? 🤔🧐
Dabeisein & Mitraten, #ResearchDataScaryTale -Kartenspiel gewinnen🃏✨ -- täglich eine neue Geschichte um die Gefahren sorglosen #Datahandling s hier:
👉 https://forschungsdaten-thueringen.de/nachricht/data-horror-week-2024-de.html 📚👻

Tag2 der #ResearchDataHorrorWeek 🧟💾
Eine Geschichte unter dem Titel:
"Saubere Wissenschaft"

**Der steinige Weg zur Wahrheit hätte vermieden werden können.**

❓ Welche Daten-Horrorgeschichte verbirgt sich wohl hinter dieser vagen Andeutung und unserem Bild?
Welche Fehler haben hier wohl wozu geführt? 🤔🧐
Dabeisein & Mitraten, #ResearchDataScaryTale -Kartenspiel gewinnen🃏✨ -- täglich eine neue Geschichte um die Gefahren sorglosen #Datahandling s hier:
👉 https://forschungsdaten-thueringen.de/nachricht/data-horror-week-2024-de.html 📚👻

Tag1 der #ResearchDataHorrorWeek 🧟💾
Eine Geschichte unter dem Titel:
"Tödliche Checkbox"

**So kommt man auch auf unvergleichbare Werte.**

❓ Welche Daten-Horrorgeschichte verbirgt sich wohl hinter dieser vagen Andeutung und unserem Bild?
Welche Fehler haben hier wohl wozu geführt? 🤔🧐
Dabeisein & Mitraten, #ResearchDataScaryTale -Kartenspiel gewinnen🃏✨ -- täglich eine neue Geschichte um die Gefahren sorglosen #Datahandling s hier:
👉 https://forschungsdaten-thueringen.de/nachricht/data-horror-week-2024-de.html 📚👻

🎃🔍 2024 zum 5. Mal, gleichwohl zum 1. Mal hier:
die #ResearchDataHorrorWeek 🧟💾
Ab dem 21.10. präsentieren wir täglich eine neue Geschichte um die Gefahren sorglosen #Datahandling s und die schaurigen Konsequenzen von schlechtem #forschungsdatenmanagement
Welche Fehler haben zu den verheerenden Folgen geführt?😱📉 Was hat diesesmal die Katastrophe ausgelöst?🤔🧐
Dabeisein & Mitraten, #ResearchDataScaryTale -Kartenspiel gewinnen🃏✨ -- die neuen Geschichten sind hier: 👉 https://forschungsdaten-thueringen.de/nachricht/data-horror-week-2024-de.html 📚👻

Hey, the pre-sell registration of the Statistics Globe #rstats online course is closing in 3 hours.

The topic of the course: "Data Manipulation in R Using dplyr & the tidyverse"

Make sure to secure your seat now: https://statisticsglobe.com/online-course-data-manipulation-r-dplyr-tidyverse

Thank you so much and see you soon.

Joachim

#rstudio #rprogramming #datamanipulation #datahandling #datacleaning #datascience #statistics

Dive into Dolma: Unveiling 3 trillion tokens, AI2's key to open-access AI progress. 🚀 Empower your AI journey today! 💡🌐

#AI #Dolma #AI2 #LanguageModels #OpenAccess #Transparency #AIProgress #DataHandling #Innovation #Research #Empowerment #llm #llms

https://kinews24.de/dolma-worlds-largest-free-dataset-with-3-trillion-tokens-for-llm-training-released

Dive into Dolma: Unveiling 3 trillion tokens, AI2's key to open-access AI progress. 🚀 Empower your AI journey today! 💡🌐

#AI #Dolma #AI2 #LanguageModels #OpenAccess #Transparency #AIProgress #DataHandling #Innovation #Research #Empowerment #llm #llms

https://kinews24.de/dolma-worlds-largest-free-dataset-with-3-trillion-tokens-for-llm-training-released

Dive into Dolma: Unveiling 3 trillion tokens, AI2's key to open-access AI progress. 🚀 Empower your AI journey today! 💡🌐

#AI #Dolma #AI2 #LanguageModels #OpenAccess #Transparency #AIProgress #DataHandling #Innovation #Research #Empowerment #llm #llms

https://kinews24.de/dolma-worlds-largest-free-dataset-with-3-trillion-tokens-for-llm-training-released

Just finished reading this post about "The Modern #Data #Graph" https://stkbailey.substack.com/p/the-modern-data-graph, in which the author argues about considering all the pieces, tools and components of #DataHandling, more like an interconnected graph than a stack, and, perhaps, discover patterns underlying the whole.