Overload 2: Main Draft Report

• Since September 2024, the authors have collected over 700 targeted emails alongside content disseminated via Telegram, X, Bluesky, and, most recently, TikTok. A core tactic of the operation remains the direct targeting of media, fact-checkers, and researchers to overload them with specific content to fact-check. The network creates falsified narratives through manipulated content, and now increasingly AI-generated materials, for the purpose of soliciting engagement with fact-checkers. Alas, some publishers continue to routinely debunk individual falsehoods related to the operation without framing them within the broader context of Operation Overload.

Tasks

• Apply to FCC – done
• MORE ride on Thursday!
• Suz at gallery – done
• Work on Interactions paper – progress!
• Got some good TE time

Tasks

• Bills – done
  • Sande – not yet
• Chores – done
• Dishes – done
• Pedals on the Brompton – done
• Ritchey back together – done
• Library
• Laundry?
• Dump run

Lots of meetings today and still hot. Going to go for an early ride, I think

Tasks

• ULis passwords are working for the VPN and webmail. I guess it just needed time to ripple through
• Groceries – done

SBIRs

• Try to get the next PySide6 tutorial in? Got a little in!
• 9:00 Standup – done
• 11:00 Orest – Monday
• 2:00 Matt – straightforward
• 4:00 Tim – need to put together a spreadsheet based on my rate that will provide a starting point based on the funds available, the loaded rate, and available working days. To begin, Dec 10, and Feb 28

Generative AI Is an Engineering Disaster – The Atlantic

• The problem with generative AI, in the industry’s own jargon, is that it does not scale. The cost of growing from, say, a thousand users to a million is a key factor that venture capitalists examine when they evaluate start-ups. They want to see that the cost of adding each new user decreases over time, so that the company can support millions of users and make increasing profits. This is achieved partly through the careful engineering of computer systems that can efficiently handle more users who want to post photos, hail Ubers, or stream music.

Tasks

• ULisboa password 2nd try. This may be a problem. Hmm got the password reset, but things still don’t work.
• Book
  • Alt-text
  • Anything else?
  • Look at interactions article before:
• 3:30 meeting with Jimmy & Shimei – fun!

SBIRs

• 9:00 algorithm meeting
• PySide6 tutorials – rough start with drivers and hardware, but things are working now

Tasks

• Sande – started
• ULisboa password – first try

SBIRs

• 2:00 Sprint planning -done
• Finish slides – done
• Wrote an RFI response in 90 minutes

Finished first pass at the Book Information and Marketing Form. Uploaded to assets

https://www.ft.com/content/9c8ff45b-7c20-4c2e-93c9-c52339ffdcee?syn-25a6b1a6=1

Tasks

• Laundry running
• Groceries
• Storage visit
• Get mail
• 4:40 Sande

SBIRs

• Work on tech summit slides
  • Sycophantic AI Decreases Prosocial Intentions and Promotes Dependence
  • Sycophantic AI increases attitude extremity and overconfidence
  • Deep-Research Agents Can Be Poisoned via User-Generated Content
  • Weird Generalization and Inductive Backdoors: New Ways to Corrupt LLMs
  • Chatbots Can Go Into a Delusional Spiral. Here’s How It Happens.
  • AI and Data Voids: How Propaganda Exploits Gaps in Online Information | Lawfare
  • A Pro-Russia Disinformation Campaign Is Using Free AI Tools to Fuel a ‘Content Explosion’
  • AI and Data Voids: How Propaganda Exploits Gaps in Online Information
  • Overload 2: Main Draft Report
• 9:00 Sprint review
• Stories
• 3:00 Sprint planning

Forgot to do this yesterday!

Billionaire solipsism, dictator solipsism, AI, and the fascist paradigm

• Writing for Columbia’s Knight First Amendment Institute, political scientist Henry Farrell and statistician Cosma Rohilla Shalizi have produced the definitive account of how AI psychosis has infected our political classes:
• https://knightcolumbia.org/content/ai-as-social-technology
• Farrell and Shalizi use this political AI psychosis to explain DOGE, framing DOGE as a project where politicians and their loyal vassals cut a deep wound in the administrative state on the basis that general AI was about to emerge. With godlike AI around the corner, these bureaucrats – who insist on having opinions based on long experience and ethical sensibilities – could be replaced with sycophantic chatbots who’d turn the will of the unitary executive into policy without any filtration through unreliable, squishy humans.

Tasks

• UL password reset – done, hopefully.
• Book
  • Some back and forth with Karen
  • Complete book information form (We have not received the author bio and photo which will accompany the book)
  • Provide short alt text descriptions for all figures in their book
• Library run
• Bills – done
• 10:30 Fidelity

SBIRs

• Tech summit prep
• Timesheet – done

Brown Professor Suspects Most of His Class Used AI to Cheat

• As the cheating scandal unfolded in Serrano’s classroom, a Brown committee on generative AI in teaching and learning was examining how the technology was being used at the university and formalizing recommendations for how Brown can adapt and respond to AI developments. Its inaugural report was published Tuesday.

AI is already rewriting reality for billions of people. It is getting women wrong.

• A study of 133 AI systems found that 44 per cent demonstrated gender bias and 26 per cent demonstrated both gender and racial bias. Yet only 51 per cent of marketers currently use human oversight to test AI-generated creative before release. Ahead of the United Nations Global Dialogue on Artificial Intelligence Governance from 6 – 7 July and AI for Good Global Summit in Geneva, Switzerland from 7-10 July, UN Women sets out what is at stake – and what must change – to build a gender-equal digital future.

Tasks

• Book
  • Complete book information form (We have not received the author bio and photo which will accompany the book) -started
  • Provide alt text descriptions for all figures in their book – long versions are done need to do the short ones
• Start reworking Interactions article – email is in “articles and Speaking” folder.
• Ping Shimei and Jimmy on Tolulope O. Abiola email
• Library returns and ordering – done
• Bills
• 3:00 Alden meeting – done

SBIRs

• Tech summit prep – nope did some proposal work instead
• 11:00 SBIR response – done
• 3:00 – 5:00 start on IWARE app – PySide6 tutorials today – nope did some proposal work instead

It’s Not Polarization; It’s the Radicalization of the Political Right | Perspectives on Politics | Cambridge Core

• Polarization has become the master concept for diagnosing contemporary democratic crises. The notion denotes three features: symmetry between parties, politics as an opinion space where positions diverge, and mutual repulsion between opposing camps. Yet none of these capture current realities. Across democracies, the central dynamic is not two poles drifting apart but the transformation of the political right into authoritarianism, norm breaking, and openness to political violence. Social democratic and center-right parties tend to respond in the opposite way from what “polarization” implies: by accommodating rightward. Attempts to salvage the polarization frame with modifiers (“asymmetric,” “affective,” “sectarian,” “pernicious”) concede these realities but risk hollowing out the concept’s definitional core. These limitations reveal a deeper misdiagnosis: when one party turns antidemocratic and illiberal, incivility and conflict are inevitable—but they are symptoms, not the root problem. Misdiagnosing them as the central issue leads to viewing civility and compromise as remedies, thereby risking the legitimation of authoritarian actors. This article proposes an alternative lens: the radicalization of the political right. Developed in the study of extremism, the radicalization framework better captures asymmetric change, identity-driven politics, and the mainstreaming of illiberalism. It foregrounds identity fusion, threat narratives, elite entrepreneurship, and escalation. Concepts are never politically innocent and persisting with “polarization” risks both misdiagnosing and normalizing authoritarian threats.

Tasks

• Book
  • Complete book information form (We have not received the author bio and photo which will accompany the book)
  • Provide alt text descriptions for all figures in their book – started
  • In chapter 14 “??” appears for a Figure citation – can you let us know what figures this refers to?
• Start reworking Interactions article – email is in “articles and Speaking” folder.
• Ping Shimei and Jimmy on Tolulope O. Abiola email
• Library returns and ordering
• Bills

SBIRs

• 9:00 Standup
• 12:30 Tech summit something
• 3:00 – 5:00 start on WG browser plugin – Started! Discovered PySide6

That was a nice trip

Worship me at the office altar: Why narcissistic leaders resist remote work

• Leaders have displayed diverging reactions to remote work, with some supporting it and others resisting it. Surprisingly little research has examined the personality roots of leader opposition to virtual work. Integrating the extended agency model of narcissism with media richness theory, we hypothesize that narcissistic leaders resist remote work because it threatens their motivations for power and status. In Study 1, an archival analysis of 259 Fortune 500 CEOs, unobtrusive measures of narcissism via photo size, signature size, and relative compensation predicted greater resistance to remote work in public statements early in the COVID-19 pandemic. This relationship was partially explained by exploratory proxies for narcissistic leaders’ power and status motivations, contingent on their industry not depending on frontline workers. Study 2, a preregistered three-wave survey with 359 leaders, constructively replicated and extended these results. Leader narcissism predicted resistance to remote work, mediated by power and status motivations—even after controlling for trust, the Big Five, and the remaining Dark Triad traits. In Study 3, a preregistered experiment with 546 leaders, manipulating state narcissism evoked resistance to remote work via power but not status motivation. Our findings extend knowledge about remote work and narcissistic leadership.

Tasks

• Book
  • Complete book information form (We have not received the author bio and photo which will accompany the book)
  • Provide alt text descriptions for all figures in their book
  • In chapter 14 “??” appears for a Figure citation – can you let us know what figures this refers to?
• Start reworking Interactions article – email is in “articles and Speaking” folder.
• Ping Shimei and Jimmy on Tolulope O. Abiola email
• Library returns and ordering
• Laundry! Done
• Bills
  • Trip spreadsheet – Done!
• Order replacements for the things that I seem to have lost – done
• Ping Fidelity about SN’s annuity – done
• TE – done

SBIRs

• 4:00 Meeting
• Tech summit slides in the correct format. Found the format
• Set up a daily 2 hour slot for development with Aaron

Russian saboteurs hired third operative for UK attacks

• The FT identified the previously unknown person from footage posted by Direct Action, a fake English-language far-right group run by Russia-based actors. The footage showed a man with a distinctive barbed-wire tattoo on his right wrist, spray-painting an Islamic primary school in Leyton, east London, in January last year.

Tasks

• Fidelity – Done
• Driver’s license? Tomorrow
• Finish packing bike – done
• Library – done

SBIRs

• More clustering – still running

Went on a nice, fast ride on a lovely day. Reteired-ish is nice!

Tasks

• Started breaking down the Ritchey
• Voted!
• Working on the GL/R post some more

SBIRs

• Finished the run on hdbscan parameters:

• Kicked off a run with min_cluster_size = 3 and min_samples = 15

Tasks

• Groceries – done
• Break down Ritchey Tomorrow
• Logistics with SP – done
• Vote? Tomorrow

SBIRs

• My new Linux OS had no network adaptor support. Struggled for about 2 hours before figuring out how to roll back to the earlier version using GRUB on the boot screen
• Now I can start of adding clustering in. Running!
• Clustering optomization

The Puzzling Success of Overparameterization: Lottery Tickets or Escape Dimensions?

• Lotteries and tickets are often used as a didactical analogy to explain the success of overparameterized neural networks: “larger networks succeed because they more likely contain a well-initialized subnetwork that can learn the task in isolation, much like buying more tickets increases the chances of winning a lottery.” This explanation is intuitive but misleading: it suggests that subnetworks can be treated in isolation from the rest of the network. Following this reasoning leads to interpreting learning in wide networks as a multi-start optimization process, where gradient descent simply conducts a parallel search over subnetworks. We argue that this view is flawed since, among other reasons, winning tickets can be made to fail by perturbing the rest of the network. We put forward a more accurate intuitive picture for the success of overparameterization based on the geometry of loss landscapes: increasing width expands the set of available dimensions for optimization, making it easier to escape bad local minima. Moreover, as width grows, bad minima become increasingly rare relative to good minima. As the field grows mature, it is important to refine the analogies we use to explain foundational phenomena, such as the apparent redundancy of large networks, reconciling practitioners’ intuitions with modern theoretical insights.

Tasks

• Bills – done
• Chores – started
• Dishes – done
• Work on the GL/R post. Start adding in the end of R, where words transition to deeds and why that matter
• Library run – done
• 3:00 Fidelity – done

SBIRs

• Finish the embedding run and verify that everything worked. Then power down and do clustering Monday – done