Weekly output: Robust.ai, United Airlines Starlink rollout, Ookla speed test rankings, UpScrolled, Shop with Points fraud risk, commercial space stations

This past week had me flying a long distance to trade snow for sand, in the form of Web Summit Qatar. This coming week will also have me flying from snow to sand, but not nearly as far: I’m headed to Las Vegas for the customer-experience company Medallia’s annual conference. (The organizers of each event are covering my travel costs.)

2/2/2026: Automation in the wild: Why real environments break perfect models, Web Summit Qatar

My one panel at Web Summit’s Qatar conference had me quizzing John Spinale, chief strategy officer at Robust.ai, about how that company has gone about designing robots to help ease the work of humans in warehouses.

2/2/2026: United Airlines: More Than 25% of Our Daily Departures Now Offer Starlink Wi-Fi, PCMag

I was able to add some context to this post because I’m an avgeek and know there’s a volunteer-run site tracking the state of United’s fleet–a site that I wrote about nine years ago.

2/3/2026: Latest Speed Tests Put T-Mobile Ahead of Rival Carriers, PCMag

I’ve been wondering why Ookla issues scores for AT&T’s fiber broadband, ignoring the rest of that company’s residential broadband services, while it grades other providers on a company-wide basis, and this time I asked Ookla far enough ahead of time to get a clear answer to include in my writeup of this survey.

2/4/2026: CEO of Would-Be TikTok Rival UpScrolled: We Won’t Censor Anybody, PCMag

Watching UpScrolled founder and CEO Issam Hijazi go on at Web Summit Qatar’s opening night about how that social platform would not practice censorship reminded me of all of the other times I’ve seen other social-networking executives say versions of that and then be proved wrong by reality.

2/4/2026: Shop on Amazon? Watch Out for This Sneaky Credit Card Points Scam, PCMag

I had started reporting this post in late December, then had to set it aside for CES, then had to set it aside for other pressing deadlines, and finally filed it on the last day of January.

2/6/2026: Space Startups to NASA: Hurry Up and Pick Someone to Build ISS Replacement, PCMag

Appropriately enough, considering a prior topic of my coverage this week, I finished and filed this post via Starlink from my Qatar Airways flight back to Dulles.

#AxiomSpace #ChaseSapphireReserve #Doha #inflightWiFi #InternationalSpaceStation #ISS #IssamHijazi #JohnSpinale #milesAndPoints #nasa #Ookla #pointsFraud #Qatar #robots #RobustAi #ShopWithPoints #spaceStation #Speedtest #Starlink #TikTok #UA #UnitedAirlines #UnitedAirlinesStarlink #UpScrolled #VastSpace #warehouses #WebSummitQatar
Web Summit Qatar is live | Web Summit Qatar, Doha | January 31 - February 3, 2027

Get 50% off tickets for Web Summit Qatar 2027 in our limited-time flash sale. Returning to Doha from January 31 to February 3 next year.

Web Summit Qatar, Doha

How easy is to persuade a large language model?

The Interchange Forum for Reflecting on
Intelligent Systems (IRIS @Stuttgart_IRIS @Uni_Stuttgart) invites all interested students and university staff to their next IRIS colloquium on March 26 at 2 PM in the room UN 302.101, where Mara Seyfert will talk about uncertainty and robustness against persuasion in large language models.

#LargeLanguageModels #AI #GPT #GPT4 #RobustnessAgainstPersuasion #AIResearch #MachineLearning #LLMs #ArtificialIntelligence #TechTalk #RobustAI #DataScience #AIethics #Innovation

We cordially invite all interested parties at the Universität Stuttgart to our IRIS Colloquium on March 26, at 2 p.m., in Room 101 at Universitätsstr. 32.
🟦
Mara Seyfert will give her lecture, „Uncertainty and robustness against persuasion in large language models.“
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Today's large language models (LLMs) excel at providing convincing answers across a broad spectrum of inquiries, with their conversational capabilities enabling them to closely align with users' needs. However, this adaptability is beneficial only to the extent as models remain robust to adopting wrong statements from user inputs.
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Recent research demonstrates that even advanced models like GPT-4 can shift from initially correct answers to incorrect ones during multi-turn conversations solely due to user input. In my talk, I will present my research exploring how uncertainty in LLMs can provide insights into their robustness against persuasion while highlighting the specific challenges of quantifying uncertainty in these models.
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The lecture is held in English. Registration is not necessary.
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#LargeLanguageModels #AI #GPT #GPT4 #robustnessagainstpersuasion #AIResearch #MachineLearning #LLMs #ArtificialIntelligence #TechTalk #RobustAI #DataScience #AIethics #Innovation

Excited to attend my first PhD defence at TU Delft: Daniël Vos will be defending his thesis "Decision Tree Learning: Algorithms for Robust Prediction and Policy Optimization", containing work he did under supervision of Prof. Dr. Ir. R.L. Lagendijk and Dr. Ir. Sicco Verwer.

#AcademicMastodon #AcademicChatter #PhDLife #Delft #TUDelft #DelftUniversityOfTechnology #Dissertation #Defence #PhD #PhDDefence #DecisionTrees #Optimization #Optimisation #Algorithms #ExplainableAI #RobustOptimization #RobustAI #Defense #PhDDefense

Optimizing Fairness and Robustness in Machine Learning Models. Keynote at #NeurIPS 2022 - #LXAI workshop. #TrustworthyAI #RobustAI #EthicalAI #SafeAI #ResponsibleAI
https://baylor.ai/?tag=ai-orthopraxy
AI Orthopraxy – BAYLOR AI

BAYLOR AI

Share with us your research on #generativeAI and #KnowledgeGraphs!

Deadline approaching:
Workshop on Generative AI and Knowledge Graphs (GenAIK 2025), co-located with COLING 2025.

Submission deadline: 5 November 2024

🌐 Website: https://genetasefa.github.io/GenAIK2025/

@GenAIK @GenAsefa @fizise @fiz_karlsruhe @albertmeronyo #coling2025 #genaik2025 #AI #SemanticWeb #llms #explainableAI #robustAI #robustLLMs

Workshop on Generative AI and Knowledge Graphs (GenAIK)

Over 100 #PhD students from across Europe joined the ELLIS Doctoral Symposium #EDS2024 in Paris this year. A recap of the vibrant five-day event, themed ‘AI and Sustainability,’ featuring keynotes by top #AI experts, poster sessions, and an industry fair: https://ellis.eu/news/over-100-phd-students-from-across-europe-gather-in-paris-for-this-year-s-ellis-doctoral-symposium

And plans for 2025 are already in full swing: Next year’s symposium will be hosted by our #ELLISUnit in #Warsaw at IDEAS NCBR. The theme: #RobustAI. Stay tuned!

#MachineLearning #Sustainability #ELLISPhD #PhDProgram

Over 100 PhD students from across Europe gather in Paris for this year’s ELLIS Doctoral Symposium

The ELLIS mission is to create a diverse European network that promotes research excellence and advances breakthroughs in AI, as well as a pan-European PhD program to educate the next generation of AI researchers. ELLIS also aims to boost economic growth in Europe by leveraging AI technologies.

European Lab for Learning & Intelligent Systems

Curious about attending the workshops organized by our #ELLISProgram ‘Robust Machine Learning’ this summer? Then save the dates now!

- ELLIS Robust ML Workshop 2024: June 27-28, Helsinki 🇫🇮
- ELLIS Robust LLMs Workshop 2024: July 29-30, Oxford 🇬🇧

For more information and updates on the programs, check out this page: https://sites.google.com/view/robustml2024/

Learn more about the program & the researchers who are part of it here: https://ellis.eu/programs/robust-machine-learning-group

#ELLISRobustML #RobustAI #AI #ML #MachineLearning

ELLIS RobustML Programme

We are back! Following the success of our Robust ML Workshop in 2023, we are organising two robustness-related ELLIS workshops this year Robust ML Workshop 2024. 27-28 June 2024 in Helsinki, Finland. Robust LLMs Workshop 2024. 29-30 July 2024 in Oxford, UK.

📢This winter semester, a SAIL lecture series will be held on the topic of "Robust AI".

👉It will kick off on 2nd November at 4 pm with Prof. Barbara Hammer giving a talk on "How to Attack Neural Networks."🤩

➡️The lecture will take place online at: https://uni-bielefeld.zoom-x.de/j/64775735478?pwd=TFpEUVFPME5EQXFKMHZHY1ZsM2Y4Zz09

#SAILnetwork #RobustAI #LectureSeries

Join our Cloud HD Video Meeting

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Very happy that the ROBUST long term research program on trustworthy AI received funding!

51 partners, 10 years, 170 PhD students, 17 labs. As TU Delft we participate in 3 such labs, covering, e.g., explainability and safety in health and transport.

https://www.tudelft.nl/en/2023/tu-delft/tu-delft-in-robust-with-3-new-icai-labs-and-ai-clinics-for-smes-thanks-to-nwo-funding-of-25-million-euro

#trustworthyAI #robustAI #NWO #ICAI

TU Delft in ROBUST with 3 new ICAI labs and AI clinics for SMEs thanks to NWO funding of 25 million euro

TU Delft