Tootfinder

Toward Effective AI Governance: A Review of Principles
Danilo Ribeiro, Thayssa Rocha, Gustavo Pinto, Bruno Cartaxo, Marcelo Amaral, Nicole Davila, Ana Camargo
https://arxiv.org/abs/2505.23417

Toward Effective AI Governance: A Review of Principles
Artificial Intelligence (AI) governance is the practice of establishing frameworks, policies, and procedures to ensure the responsible, ethical, and safe development and deployment of AI systems. Although AI governance is a core pillar of Responsible AI, current literature still lacks synthesis across such governance frameworks and practices. Objective: To identify which frameworks, principles, mechanisms, and stakeholder roles are emphasized in secondary literature on AI governance. Method: We…

"I hate [politician on my side not doing what I want], they need to go!"
You can blame people you basically agree with, or you can work with the people available to try to work toward better.
1st feels good for maybe 5 minutes, then ruins improvement right now, the 2nd has a chance to make things better.
Try to take your anger, your resentment, which I share, to those chiefly responsible for problems, and not to those nearest and ablest to help, even if not as fla…

Creative Commons launches “CC Signals”. Quote:
“TL;DR – What are CC signals?
“CC signals are a proposed framework to help content stewards express how they want their works used in AI training—emphasizing reciprocity, recognition, and sustainability in machine reuse. They aim to preserve open knowledge by encouraging responsible AI behavior without limiting innovation.”

CC Signals: A New Social Contract for the Age of AI - Creative Commons
TL;DR – What are CC signals? CC signals are a proposed framework to help content stewards express how they want their works used in AI training—emphasizing reciprocity, recognition, and sustainability in machine reuse. They aim to preserve open knowledge by encouraging responsible AI behavior without limiting innovation. 💗Love it! How can I show my support?…

This https://arxiv.org/abs/2407.02381 has been replaced.
link: https://scholar.google.com/scholar?q=a

What Should Be Considered to Support well-being with AI: Considerations Based on Responsible Research and Innovation
To achieve people's well-being with AI systems, we should enable each user to be guided to a healthier lifestyle in a way that is appropriate for her or him. However, there is a dilemma between general well-being as defined in academic and medical discussions and the autonomy users should have when deciding how to promote their well-being. In this position paper, we discuss the difficulty for AI application developers to fully consider in the design phase what might happen to the user, taking a…

Company walks back 'inappropriate' criticism of Cowboys WR George Pickens over youth camp https://cowboyswire.usatoday.com/story/sports/nfl/cowboys/2025/06/28/cowboys-wr-george-pickens-apology…

'The Responsible AI Ecosystem: Seven Lessons from the BRAID Landscape Study'
Report just released: https://braiduk.org/the-responsible-ai-ecosystem-seven-lessons-from-the-braid-landscape-study

The Responsible AI Ecosystem: Seven Lessons from the BRAID Landscape Study

TL;DR: Before the US bullied the International Criminal Court chief prosecutor its office was about to submit international arrest warrants against racist Israeli government members Ben Gvir and Bezalel Smotrich.
"ICC reportedly weighed arrest warrants for Ben-Gvir, Smotrich before prosecutor's leave"

This https://arxiv.org/abs/2501.16472 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_hept…

Revisiting color superconductors in bottom-up holography
We revisit the problem of constructing a color superconducting phase in bottom-up holography. We introduce a model that describes the five-dimensional dynamics of a scalar field dual to a chiral symmetry breaking condensate, which is coupled to the RR 4-form. The coupling is given by a topological WZ term, which is elegantly responsible both for scalar condensation at high density, and color Higgsing in the condensed phase. This construction realizes both properties at finite density and Higgsi…

Swiss nonprofit health organization breached by Sarcoma ransomware group https://therecord.media/sarcoma-ransomware-breach-swiss-healthcare-nonprofit-radix

Modeling extreme events and intermittency in turbulent diffusion with a mean gradient
Mustafa A Mohamad, Di Qi
https://arxiv.org/abs/2505.21688 https://

Modeling extreme events and intermittency in turbulent diffusion with a mean gradient
We study the statistical properties of passive tracer transport in turbulent flows with a mean gradient, emphasizing tracer intermittency and extreme events. An analytically tractable model is developed, coupling zonal and shear velocity components with both linear and nonlinear stochastic dynamics. Formulating the model in Fourier space, a simple explicit solution for the tracer invariant statistics is derived. Through this model we identify the resonance condition responsible for non-Gaussian…

Looked at @…'s Signals page (https://creativecommons.org/ai-and-the-commons/cc-signals/) again.
I think this…

CC Signals: A New Social Contract for the Age of AI - Creative Commons
TL;DR – What are CC signals? CC signals are a proposed framework to help content stewards express how they want their works used in AI training—emphasizing reciprocity, recognition, and sustainability in machine reuse. They aim to preserve open knowledge by encouraging responsible AI behavior without limiting innovation. 💗Love it! How can I show my support?…

"Get rid of all of the old Democrats"
partly means
"Jettison people who were responsible for the Civil Rights Movement"
which is stupid
#uspol #blackmastodon #blackfedi

Incomprehensible USG self-sabotage. The combination of arrogance, stupidity and ignorance required to burn down hurricane and weather forecasting -- IN THE FIRST WEEKS OF THE HURRICANE SEASON?! -- will, incontrovertibly, kill people. I hope their surviving friends, family, coworkers etc get together and sue those responsible into smoking holes in the ground.
#NHC

"While I am responsible for changing what I can, I have to let go of the rest if I want peace of mind. Just for today I will love myself enough to give up a struggle over something that is out of my hands." - Courage to Change (Al-Anon), pg. 129
#serenity #boundaries #mentalhealth

[OT] The force is with us, always? Tuning quantum vacuum forces from attractive to repulsive https://news.asu.edu/20190304-force-us-always-tuning-quantum-vacuum-forces-attractive-repulsive Now can we tune The vOICe soundscapes f…

Series A, Episode 08 - Duel
BLAKE: You were responsible for what happened to my ship.
SINOFAR: It will be restored when this matter has been settled, [to Travis] as will yours. No harm will come to your crews or your ships.
https://blake.torpidity.net/m/108/240 B7B5

Blakes7Bot | Search
Companion site to the Blakes7Bot Twitter, Mastodon, and Bluesky accounts. Automated lines of Blakes 7 dialog. Includes a script search facility.

My fair city of Roanoke attained “Bee City USA” status in 2022, which aims to “promote healthy, sustainable habitats for bees and other pollinators, responsible for the reproduction of nearly 90% of the world’s flowering plant species and one in every three bites of food we eat.”
Last night, a couple of garden clubs teamed up with the city to screen a new PBS Nature documentary, “My Garden of a Thousand Bees”.

My Garden of a Thousand Bees
New PBS documentary following wildlife filmmaker Martin Dohrn as he films more than 60 species of bees in his urban garden in Bristol, England, during the COVID-19 2020 lockdown.

The ICE List: Tracking Deportation Agents Across America
Crowdsourced database of individuals involved in deportations, ICE operations, and associated abuses.
https://icelist.info/

Home - ICE List
The ICE List: Tracking Deportation Agents Across America Crowdsourced database of individuals involved in deportations, ICE operations, and associated abuses.  The ICE List is an open journalistic project created by the Crustian Daily. Report an Agent What is the ICE List? The ICE List is a public, open-source effort to document the people responsible for […]

Njoki Njoroge Njehû
Principal Political Advisor – Movement Building, Pan-African Fight Inequality Alliance.
Begins with a series of Qs on personal experience of poverty/wealth.
Live in Age of Multiple Crises fed by global capitalism. No accidents: deliberate policies from IMF/WB, extraction, sacrifice of communities, over-consumption: by design peoples pushed back. It's systemic, driving inequality and climate collapse.
Those responsible have names.

Making the Right Thing: Bridging HCI and Responsible AI in Early-Stage AI Concept Selection
Ji-Youn Jung, Devansh Saxena, Minjung Park, Jini Kim, Jodi Forlizzi, Kenneth Holstein, John Zimmerman
https://arxiv.org/abs/2506.17494

Making the Right Thing: Bridging HCI and Responsible AI in Early-Stage AI Concept Selection
AI projects often fail due to financial, technical, ethical, or user acceptance challenges -- failures frequently rooted in early-stage decisions. While HCI and Responsible AI (RAI) research emphasize this, practical approaches for identifying promising concepts early remain limited. Drawing on Research through Design, this paper investigates how early-stage AI concept sorting in commercial settings can reflect RAI principles. Through three design experiments -- including a probe study with ind…

I don’t object to giant vehicles on our roads. They serve important purposes.
Of course, obviously, just like (for example) semi trucks, they should require commercial licenses that come with an annual fee and a stringent certification process, and should be banned from most residential streets.
I’m sure any responsible truck owner would agree.
https://weird.autos/@Mark/114724601078279286

Agreed, great series about the enshittification
https://famichiki.jp/@lazysupper/114551206200705897

Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor
Alexandra Olteanu, Su Lin Blodgett, Agathe Balayn, Angelina Wang, Fernando Diaz, Flavio du Pin Calmon, Margaret Mitchell, Michael Ekstrand, Reuben Binns, Solon Barocas
https://arxiv.org/abs/2506.14652

Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor
In AI research and practice, rigor remains largely understood in terms of methodological rigor -- such as whether mathematical, statistical, or computational methods are correctly applied. We argue that this narrow conception of rigor has contributed to the concerns raised by the responsible AI community, including overblown claims about AI capabilities. Our position is that a broader conception of what rigorous AI research and practice should entail is needed. We believe such a conception -- i…

May 2025 recap | The latest edition of the GÉANT School of Software Engineering, hosted by PCSS, brought together developers and experts from across Europe to explore generative #AI tools, risks, secure coding practices.
Highlights:
🔹#GenAI Buzz-Free Programming with LLMs – training by Maciej Łabędzki…

Responsible AI in Practice: Shaping a Safer Future for AI-Powered Software Development | GÉANT CONNECT Online
Poznań, 20–22 May 2025 — The latest edition of the GÉANT School of Software Engineering, held at the Poznań Supercomputing and Networking Center (PSNC), brought together top-tier developers and experts from across Europe for a deep-dive into generative AI tools, risks, and secure coding practices. At the core of the event was the acclaimed training

Q&A with comedian Andrew Schulz about becoming America's "foremost political journalist", interviewing Donald Trump and others, "podcast bros", and more (David Marchese/New York Times)
https://www.

Andrew Schulz, ‘Podcast Bro,’ Might Be America’s Foremost Political Journalist
The comedian and host has a huge audience and many thoughts on what podcasters like him are responsible for now.

Modeling society with a responsible elite
Yana Tsodikova, Pavel Chebotarev
https://arxiv.org/abs/2506.15877 https://arxiv.org/pdf/250…

Modeling society with a responsible elite
Within the framework of the ViSE (Voting in a Stochastic Environment) model, we examine the dynamics in a society, part of which can be considered an elite. The model allows us to analyze the influence of social attitudes, such as collectivism, individualism, altruism on the well-being of agents. The dynamics is determined by collective decisions and changes in the structure of society, in particular, by the formation of groups of cooperating agents. It is found that the presence of a "responsi…

Ukraine tallies up Russian cyberattacks on local media since start of war https://therecord.media/ukraine-media-cyberattacks-russia-ssscip-report

Right-wing America believes in 'replacement theory'. It's not theory, and they don't have to 'believe' it. They should know it's real, as America has been at it for hundreds of years already. In fact, America is responsible for the largest example of population replacement in modern history, virtually wiping out the original indigenous people.

FuncVul: An Effective Function Level Vulnerability Detection Model using LLM and Code Chunk
Sajal Halder, Muhammad Ejaz Ahmed, Seyit Camtepe
https://arxiv.org/abs/2506.19453

FuncVul: An Effective Function Level Vulnerability Detection Model using LLM and Code Chunk
Software supply chain vulnerabilities arise when attackers exploit weaknesses by injecting vulnerable code into widely used packages or libraries within software repositories. While most existing approaches focus on identifying vulnerable packages or libraries, they often overlook the specific functions responsible for these vulnerabilities. Pinpointing vulnerable functions within packages or libraries is critical, as it can significantly reduce the risks associated with using open-source softw…

As the head of the Anti-Defamation League, Jonathan Greenblatt has done little to uphold his organization’s claims to fight antisemitism
as the “leading anti-hate organization in the world.”
Instead, he’s shored up the ADL’s role as little more than a fierce pro-Israel lobby group known for defending Israel by attacking its critics.
With no sense of irony, much of this effort manifests as defamatory speech
— at least in the everyday, if not the legal, sense
— by…

MIT Student Condemned Genocide — So ADL Chief Said She Helped Cause Boulder Attack
Jonathan Greenblatt accused commencement speakers of spreading antisemitic lies — and suggested they’re responsible for violent attacks.

I gave in to temptation and decided to watch a couple of Murderbot episodes.
Being a responsible person I resolved to ration the rest out over the next 3 weeks. This would ensure that I could keep watching a couple of episodes every week as the final 3 episodes were released.
Great plan. In theory. But what did I do? I binged all of the 7 available episodes tonight!
☠️📺🤖🤦‍♀️
#Murderbot

Every tech oligarch wants to build an Everything App - because they now have the power to do so, but also because they're completely out of ideas.
This week's issue of my newsletter tackles the rise of the "data-driven" Nothing Manager responsible for building Everything, with the "power" of #GenAI.

The Everything App is a symptom of Nothing Management (part 1)
Leaders who surrender their point of view inevitably arrive at the same conclusion: we must solve every problem for every user. This approach demolishes the possibility of real impact.

High-Frequency and Microwave Magnetic Properties of Ni$_{0.5}$Zn$_{0.5}$Fe$_2$O$_4$ Spinel Ferrite Ceramics
M. Kempa, V. Bovtun, V. Kukhar, S. Solopan, A. Belous, O. Vyunov, Y. Yakymenko, S. Kamba
https://arxiv.org/abs/2506.20477

High-Frequency and Microwave Magnetic Properties of Ni0.5Zn0.5Fe2O4 Spinel Ferrite Ceramics
Magnetic properties of the Ni0.5Zn0.5Fe2O4 (NZF) spinel ferrite ceramics were studied over a broad frequency range (1 MHz - 50 GHz). Between 10 MHz and 2 GHz, strong temperature-dependent resonance-like magnetic permeability dispersion was observed and attributed to the magnetic domain-wall dynamics. It is responsible for the high magnetic losses, absorption and shielding ability of NZF, and provides high nonlinearity and tunability of the permeability under a weak magnetic field. The attenuati…

This https://arxiv.org/abs/2505.04104 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csLG_…

Position: We Need Responsible, Application-Driven (RAD) AI Research
This position paper argues that achieving meaningful scientific and societal advances with artificial intelligence (AI) requires a responsible, application-driven approach (RAD) to AI research. As AI is increasingly integrated into society, AI researchers must engage with the specific contexts where AI is being applied. This includes being responsive to ethical and legal considerations, technical and societal constraints, and public discourse. We present the case for RAD-AI to drive research th…

I'm not exactly sure what the specific lesson is, but It's getting close to being able to *credit* the people who stayed on X/Twitter for at least being partially responsible for Musk crashing out. He's getting bullied hard there, in the way he deserves.
"Leave Twitter or you're a Nazi" was always goofy
#socialmedia

The Sex-Dependent Effects of Psychedelics on Myelination in APOE4 Mice
Sanjana Shankar
https://arxiv.org/abs/2506.17293 https://arxiv…

The Sex-Dependent Effects of Psychedelics on Myelination in APOE4 Mice
Several studies have linked myelin abnormalities with neuropsychiatric disorders; others have implicated psychedelics as a potential therapeutic for such conditions. One risk factor for these demyelinating disorders is a mutation in the Apolipoprotein E gene known as APOE4. This variant impedes the cholesterol regulation of oligodendrocytes responsible for the myelination, or insulation, of neurons when compared to the wild-type phenotype. In this work, I advance knowledge of cellular pathways …

I think it’s pretty notable that Greta Thunberg has openly blamed capitalism for the climate crisis we’re in.
She argues that the current system, driven by fossil fuel interests, colonialism, imperialism, and exploitation, is fundamentally responsible for environmental destruction and social injustice.
While she has been a prominent figure for several years, her media presence has fluctuated. Recently, she has received renewed attention, particularly after high-profile events lik…

Last week, our students learned how to conduct a proper evaluation for an NLP experiment. To this end, we introduced a small textcorpus with sentences about Joseph Fourier, who counts as one of the discoverers of the greenhouse effect, responsible for global warming.

Thermal phase slips in superconducting films
Mikhail A. Skvortsov, Artem V. Polkin
https://arxiv.org/abs/2506.18130 https://arxiv.org…

Thermal phase slips in superconducting films
A dissipationless supercurrent state in superconductors can be destroyed by thermal fluctuations. Thermally activated phase slips provide a finite resistance of the sample and are responsible for dark counts in superconducting single photon detectors. The activation barrier for a phase slip is determined by a space-dependent saddle-point (instanton) configuration of the order parameter. In the one-dimensional wire geometry, such a saddle point has been analytically obtained by Langer and Ambega…

Stakeholder Participation for Responsible AI Development: Disconnects Between Guidance and Current Practice
Emma Kallina, Thomas Bohn\'e, Jat Singh
https://arxiv.org/abs/2506.09873

Stakeholder Participation for Responsible AI Development: Disconnects Between Guidance and Current Practice
Responsible AI (rAI) guidance increasingly promotes stakeholder involvement (SHI) during AI development. At the same time, SHI is already common in commercial software development, but with potentially different foci. This study clarifies the extent to which established SHI practices are able to contribute to rAI efforts as well as potential disconnects -- essential insights to inform and tailor future interventions that further shift industry practice towards rAI efforts. First, we analysed 56…

MeidasTouch: "This is an important reminder: even the LAPD acknowledged yesterday that everything was peaceful. Then Trump brought the chaos. He is responsible." — Bluesky
https://bsky.app/profile/meidastouch.com/post/3lr5clnaqcc2j

Solnit: "It's...routine to blame the Democratic Party for what the Republican Party does. The two parties are unconsciously regarded as akin to a husband and wife in a traditional marriage in which it's the job of the wife to placate and soothe the husband and help him realize his goals or be held responsible for his outbursts and outrages."

Some Notes on the City of Angels and the Nature of Violence
I think maybe it's begun, the bigger fiercer backlash against the Trump Administration which is itself a violent backlash against every good thing that's happened over the past several decades – the advance of rights for nature, women, children, indigenous peoples, BIPOC and immigrants/refugees, queer people, trans people, people with

That painter/decorator is responsible for some truly dire songs being unleashed upon the world. #TOTP

This https://arxiv.org/abs/2411.18289 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csRO_…

Don't Let Your Robot be Harmful: Responsible Robotic Manipulation via Safety-as-Policy
Unthinking execution of human instructions in robotic manipulation can lead to severe safety risks, such as poisonings, fires, and even explosions. In this paper, we present responsible robotic manipulation, which requires robots to consider potential hazards in the real-world environment while completing instructions and performing complex operations safely and efficiently. However, such scenarios in real world are variable and risky for training. To address this challenge, we propose Safety-a…

For some reason, this does not strike as a rational act by ICE. Who do they think are responsible for getting food from the farm to the markets? (Critiquing on woke values is pointless, so I'm appealing to the self interest of those who think food comes from the supermarket)

ICE agents chase after farmworkers as they flee fields during latest raid in Ventura County | abc7.com
Immigration%20and%20Customs%20Enforcement%20(ICE)%20targeted%20workers%20on%20produce%20farms%20in%20Ventura%20County%20Tuesday%20morning%20in%20one%20of%20the%20latest%20raids.

For some reason, this does not strike as a rational act by ICE. Who do they think are responsible for getting food from the farm to the markets? (Critiquing on woke values is pointless, so I'm appealing to the self interest of those who think food comes from the supermarket)

ICE agents chase after farmworkers as they flee fields during latest raid in Ventura County | abc7.com
Immigration%20and%20Customs%20Enforcement%20(ICE)%20targeted%20workers%20on%20produce%20farms%20in%20Ventura%20County%20Tuesday%20morning%20in%20one%20of%20the%20latest%20raids.

ICE raids appear to be giving criminals license to do whatever the f--- they want. But silly me... this has always been about Trump's racism, not law & order.
All you Trump voters are responsible for the misery of millions.
Original post: https://bsky.app/profile/did:plc:6m7rb…

NFL executive Brian Rolapp leaving for PGA Tour CEO position https://www.nytimes.com/athletic/6422717/2025/06/12/brian-rolapp-nfl-pga-tour-ceo/

„This loss of income cannot be explained by women's career paths or their exit from the workforce. Nor can it be explained by the very real constraints imposed by the birth of a child.
Not only do heterosexual men not experience any loss of income related to the birth of a child, which might be explained by mothers still being primarily responsible for childcare, but the same is true for both fathers in a same-sex couple.“
Menopause leads to an av. 10% loss in income

Thinking about different communities on the train. This evening I was handing out pompoms to volunteer race marshals, tomorrow I'm at a BRAID community gathering on arts and humanities research and responsible AI

Reality of raising rabbits for meat in Spain. We reveal what the livestock industry doesn't want you to know. Now it's your turn to change this reality, sign the petition! #AnimalRights

Let's shut down factory farms once and for all
Industrial farming is devouring the planet and is the cruelest and dirtiest face of the business that profits from the lives of animals. These huge meat factories are responsible for climate change, unsustainability and cruelty to animals. With your signature, you help us to put an end to them.

Topologically protected edge oscillations in nonlinear dynamical units
Sayantan Nag Chowdhury, Hildegard Meyer-Ortmanns
https://arxiv.org/abs/2506.18699 ht…

Topologically protected edge oscillations in nonlinear dynamical units
Many examples from quantum and classical physics are known where topological protection is responsible for the robustness of the dynamics. Less explored is the role of topological protection in the context of classical oscillatory systems. As on-site dynamics, we consider prototypical oscillator models with possible applications in biochemical systems. However, our choice of coupling geometry is inspired by models from condensed matter physics which -- in isolation -- guarantee non-trivial topo…

Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking
Wuwei Zhang, Fangcong Yin, Howard Yen, Danqi Chen, Xi Ye
https://arxiv.org/abs/2506.09944

Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking
Recent work has identified retrieval heads (Wu et al., 2025b), a subset of attention heads responsible for retrieving salient information in long-context language models (LMs), as measured by their copy-paste behavior in Needle-in-a-Haystack tasks. In this paper, we introduce QRHEAD (Query-Focused Retrieval Head), an improved set of attention heads that enhance retrieval from long context. We identify QRHEAD by aggregating attention scores with respect to the input query, using a handful of exa…

The National Institutes of Health is responsible for more than 80% of the world’s grant investment in biomedical research.
Its funding has sparked countless medical breakthroughs
— on cancer, diabetes, strokes
— and plays a fundamental role in the development of pharmaceutical drugs.
Scientists compete vigorously for a slice of the more than $30 billion that the agency doles out annually;
they can spend years assembling grant applications that stretch thousand…

Science Shattered
The Trump administration cut research funding that sought cures for future pandemics, examined the causes of dementia and tried to prevent HIV transmission. More than 150 researchers shared with ProPublica what is being lost.

Extracting transient Koopman modes from short-term weather simulations with sparsity-promoting dynamic mode decomposition
Zhicheng Zhang, Yoshihiko Susuki, Atsushi Okazaki
https://arxiv.org/abs/2506.14083

Extracting transient Koopman modes from short-term weather simulations with sparsity-promoting dynamic mode decomposition
Convective features-here represented as warm bubble-like patterns-reveal essential, high-level information about how short-term weather dynamics evolve within a high-dimensional state space. We introduce a data-driven framework that uncovers transient dynamics captured by Koopman modes responsible for these structures and traces their emergence, growth, and decay. Our approach incorporates the sparsity-promoting dynamic mode decomposition into the framework of Koopman mode decomposition, yieldi…

Inhibiting Alzheimer's Disease by Targeting Aggregation of Beta-Amyloid
Ananya Joshi, George Khoury, Christodoulas Floudas
https://arxiv.org/abs/2506.14052

Inhibiting Alzheimer's Disease by Targeting Aggregation of Beta-Amyloid
Alzheimer's disease is characterized by dangerous amyloid plaques formed by deposits of the protein Beta-Amyloid aggregates in the brain. The specific amino acid sequence that is responsible for the aggregates of Beta-Amyloid is lys-leu-val-phe-phe (KLVFF). KLVFF aggregation inhibitors, which we design in this paper, prevent KLVFF from binding with itself to form oligomers or fibrils (and eventually plaques) that cause neuronal death. Our binder-blocker peptides are designed such that, on one s…

Enduring Disparities in the Workplace: A Pilot Study in the AI Community
Yunusa Simipa Abdulsalam, Siobhan Mackenzie Hall, Ana Quintero-Ossa, William Agnew, Carla Muntean, Sarah Tan, Ashley Heady, Savannah Thais, Jessica Schrouff
https://arxiv.org/abs/2506.04305

Enduring Disparities in the Workplace: A Pilot Study in the AI Community
In efforts toward achieving responsible artificial intelligence (AI), fostering a culture of workplace transparency, diversity, and inclusion can breed innovation, trust, and employee contentment. In AI and Machine Learning (ML), such environments correlate with higher standards of responsible development. Without transparency, disparities, microaggressions and misconduct will remain unaddressed, undermining the very structural inequities responsible AI aims to mitigate. While prior work invest…

Of course we can adjust the event poster design to accommodate your 131 characters lecture title, although at this point I am rather hesitant to ask our responsible staff member to do so.

The Multi-Wavelength Context of Delayed Radio Emission in TDEs: Evidence for Accretion-Driven Outflows
Kate D. Alexander, Raffaella Margutti, Sebastian Gomez, Michael Stroh, Ryan Chornock, Tanmoy Laskar, Y. Cendes, Edo Berger, Tarraneh Eftekhari, Noah Franz, Aprajita Hajela, B. D. Metzger, Giacomo Terreran, Michael Bietenholz, Collin Christy, Fabio de Colle, S. Komossa, Matt Nicholl, Enrico Ramirez-Ruiz, Richard Saxton, Genevieve Schroeder, Peter Williams, William Wu

The Multi-Wavelength Context of Delayed Radio Emission in TDEs: Evidence for Accretion-Driven Outflows
Recent observations presented in Cendes et al. (2024a) show that optically selected tidal disruption events (TDEs) commonly produce delayed radio emission that can peak years post-disruption. Here, we explore the multi-wavelength properties of a sample of radio-observed optically selected TDEs to shed light on the physical process(es) responsible for the late-rising radio emission. We combine new late-time X-ray observations with archival optical, UV, X-ray, and radio data to conclude that a di…

Unveiling defect motifs in amorphous GeSe using machine learning interatomic potentials
Minseok Moon, Seungwoo Hwang, Jaesun Kim, Yutack Park, Changho Hong, Seungwu Han
https://arxiv.org/abs/2506.15934

Unveiling defect motifs in amorphous GeSe using machine learning interatomic potentials
Ovonic threshold switching (OTS) selectors play a critical role in non-volatile memory devices because of their nonlinear electrical behavior and polarity-dependent threshold voltages. However, the atomic-scale origins of the defect states responsible for these properties are not yet fully understood. In this study, we use molecular dynamics simulations accelerated by machine-learning interatomic potentials to investigate defects in amorphous GeSe. We begin by benchmarking several potential arc…

Well those #bash and #awk scripts that I wrote to check to see if the SFTP server has files for us worked in detecting that files didn't arrive in our expected window.
I wish the team responsible would have a tool to monitor when the server has issues... Wait, silly me! They are using a…

This https://arxiv.org/abs/2501.07071 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csAI_…

Value Compass Leaderboard: A Platform for Fundamental and Validated Evaluation of LLMs Values
As Large Language Models (LLMs) achieve remarkable breakthroughs, aligning their values with humans has become imperative for their responsible development and customized applications. However, there still lack evaluations of LLMs values that fulfill three desirable goals. (1) Value Clarification: We expect to clarify the underlying values of LLMs precisely and comprehensively, while current evaluations focus narrowly on safety risks such as bias and toxicity. (2) Evaluation Validity: Existing …

Trustworthiness Preservation by Copies of Machine Learning Systems
Leonardo Ceragioli, Giuseppe Primiero
https://arxiv.org/abs/2506.05203 https://

Trustworthiness Preservation by Copies of Machine Learning Systems
A common practice of ML systems development concerns the training of the same model under different data sets, and the use of the same (training and test) sets for different learning models. The first case is a desirable practice for identifying high quality and unbiased training conditions. The latter case coincides with the search for optimal models under a common dataset for training. These differently obtained systems have been considered akin to copies. In the quest for responsible AI, a l…

Pairing-induced Momentum-space Magnetism and Its Implication In Optical Anomalous Hall Effect In Chiral Superconductors
Bin Geng, Yang Gao, Qian Niu
https://arxiv.org/abs/2506.18005

Pairing-induced Momentum-space Magnetism and Its Implication In Optical Anomalous Hall Effect In Chiral Superconductors
The intrinsic mechanisms of the magneto-optical Kerr signal in chiral superconductors often involve multi-orbital degree of freedom. Here by considering a generic single-orbital and spinful Hamiltonian, we generalize the Onsager's relation to obtain the necessary conditions for the optical anomalous Hall effect. Using the down-folding method, we identify two types of effective momentum-space magnetism responsible for the optical anomalous Hall conductivity from non-unitary and unitary pairing p…

Social engineering and Signal chats led to new Russian malware attacks, Ukraine says https://therecord.media/ukraine-new-russian-malware-social-engineering-signal-chats

I really like this approach
https://infosec.exchange/@masek/114624183034377452

The Freight Multimodal Transport Problem with Buses and Drones: An Integrated Approach for Last-Mile Delivery
E Su, Hu Qin, Jiliu Li, Rui Zhang
https://arxiv.org/abs/2506.10311

The Freight Multimodal Transport Problem with Buses and Drones: An Integrated Approach for Last-Mile Delivery
This paper proposes a novel freight multimodal transport problem with buses and drones, where buses are responsible for transporting parcels to lockers at bus stops for storage, while drones are used to deliver each parcel from the locker to the corresponding customer. The integrated bus-drone system synergistically expands drone service coverage using the bus network to ensure efficient final delivery. Minimizing the total operational costs while satisfying customer demands necessitates the jo…

Encouraging Students' Responsible Use of GenAI in Software Engineering Education: A Causal Model and Two Institutional Applications
Vahid Garousi, Zafar Jafarov, Aytan Movsumova, Atif Namazov, Huseyn Mirzayev
https://arxiv.org/abs/2506.00682

Encouraging Students' Responsible Use of GenAI in Software Engineering Education: A Causal Model and Two Institutional Applications
Context: As generative AI (GenAI) tools such as ChatGPT and GitHub Copilot become pervasive in education, concerns are rising about students using them to complete rather than learn from coursework-risking overreliance, reduced critical thinking, and long-term skill deficits. Objective: This paper proposes and empirically applies a causal model to help educators scaffold responsible GenAI use in Software Engineering (SE) education. The model identifies how professor actions, student factors, …

Gravitational Wave Signals in a Promising Realization of SO(10) Unification
Injun Jeong (Center for Quantum Spacetime, Sogang University, Department of Physics, Sogang University), J\"orn Kersten (Department of Physics and Technology, University of Bergen, Department of Physics and IPAP, Yonsei University), Stefano Scopel (Center for Quantum Spacetime, Sogang University, Department of Physics, Sogang University), Liliana Velasco-Sevilla (Center for Quantum Spacetime, Sogang Univer…

Gravitational Wave Signals in a Promising Realization of SO(10) Unification
We investigate gravitational wave signals in a non-supersymmetric grand unified model where the group $SO(10)$ is broken in two steps to the Standard Model gauge group. We calculate the analytical form of the one-loop effective potential responsible for the first step of symmetry breaking and show that it can lead to a first-order phase transition with gravitational wave production. We also determine the gravitational wave background produced by the primordial plasma of relativistic particles. …

This https://arxiv.org/abs/2404.17589 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csIR_…

An Offline Reinforcement Learning Algorithm Customized for Multi-Task Fusion in Large-Scale Recommender Systems
As the last critical stage of RSs, Multi-Task Fusion (MTF) is responsible for combining multiple scores outputted by Multi-Task Learning (MTL) into a final score to maximize user satisfaction, which determines the ultimate recommendation results. Recently, to optimize long-term user satisfaction within a recommendation session, Reinforcement Learning (RL) is used for MTF in the industry. However, the offline RL algorithms used for MTF so far have the following severe problems: 1) to avoid out-o…

Backward Responsibility in Transition Systems Beyond Safety
Christel Baier, Rio Klatt, Sascha Kl\"uppelholz, Johannes Lehmann
https://arxiv.org/abs/2506.05192

Backward Responsibility in Transition Systems Beyond Safety
As the complexity of software systems rises, methods for explaining their behaviour are becoming ever-more important. When a system fails, it is critical to determine which of its components are responsible for this failure. Within the verification community, one approach uses graph games and the Shapley value to ascribe a responsibility value to every state of a transition system. As this is done with respect to a specific failure, it is called backward responsibility. This paper provides ti…

At various times Trump has invoked, and lost, both presidential immunity and Westfall immunity.
The Westfall Act says that the US is responsible for any govt employee’s tort within the scope of his/her employment.
https://skywriter.blue/pages/did:plc:v

This https://arxiv.org/abs/2312.08454 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_qu…

Unifying non-Markovian characterisation with an efficient and self-consistent framework
Noise on quantum devices is much more complex than it is commonly given credit. Far from usual models of decoherence, nearly all quantum devices are plagued both by a continuum of environments and temporal instabilities. These induce noisy quantum and classical correlations at the level of the circuit. The relevant spatiotemporal effects are difficult enough to understand, let alone combat. There is presently a lack of either scalable or complete methods to address the phenomena responsible for…

Elon Musk will singlehandedly be responsible for the wholly unnecessary deaths & misery of millions worldwide. And he & Trump couldn't care less.
You did this, #Trump voter.
And anyone that didn't vote.
http…

Elon Musk’s Reign of Terror Is Only Just Beginning
His “departure” from the government is anything but.

Towards Neural Audio Codec Source Parsing
Orchid Chetia Phukan, Girish, Mohd Mujtaba Akhtar, Arun Balaji Buduru, Rajesh Sharma
https://arxiv.org/abs/2506.12627

Towards Neural Audio Codec Source Parsing
A new class of audio deepfakes-codecfakes (CFs)-has recently caught attention, synthesized by Audio Language Models that leverage neural audio codecs (NACs) in the backend. In response, the community has introduced dedicated benchmarks and tailored detection strategies. As the field advances, efforts have moved beyond binary detection toward source attribution, including open-set attribution, which aims to identify the NAC responsible for generation and flag novel, unseen ones during inference.…

This https://arxiv.org/abs/2409.10397 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_…

Quantifying Observational Projection Effects with a Simulation-based hot CGM model
The hot phase of the circumgalactic medium (CGM) allows us to probe the inflow and outflow of gas within a galaxy, which is responsible for dictating the evolution of the galaxy. Studying the hot CGM sheds light on a better understanding of gas physics, which is crucial to inform and constrain simulation models. With the recent advances in observational measurements probing the hot CGM in X-rays and tSZ, we have a new avenue for widening our knowledge of gas physics and feedback by exploiting t…

Concerning the Responsible Use of AI in the US Criminal Justice System
Cristopher Moore, Catherine Gill, Nadya Bliss, Kevin Butler, Stephanie Forrest, Daniel Lopresti, Mary Lou Maher, Helena Mentis, Shashi Shekhar, Amanda Stent, Matthew Turk
https://arxiv.org/abs/2506.00212

Concerning the Responsible Use of AI in the US Criminal Justice System
Artificial intelligence (AI) is increasingly being adopted in most industries, and for applications such as note taking and checking grammar, there is typically not a cause for concern. However, when constitutional rights are involved, as in the justice system, transparency is paramount. While AI can assist in areas such as risk assessment and forensic evidence generation, its "black box" nature raises significant questions about how decisions are made and whether they can be contested. This pa…

Effect of current on terahertz plasmons in AlGaN/GaN heterostructures
M. Dub (CENTERA, CEZAMAT, Warsaw University of Technology, 02-822 Warsaw, Poland, Institute of High Pressure Physics PAS, 01-142 Warsaw, Poland), P. Sai (CENTERA, CEZAMAT, Warsaw University of Technology, 02-822 Warsaw, Poland, Institute of High Pressure Physics PAS, 01-142 Warsaw, Poland), Y. Ivonyak (CENTERA, CEZAMAT, Warsaw University of Technology, 02-822 Warsaw, Poland, Institute of High Pressure Physics PAS, 01…

Effect of current on terahertz plasmons in AlGaN/GaN heterostructures
Terahertz transmittance spectra of plasmonic crystals based on two-dimensional electron gas in AlGaN/GaN heterostructures were studied in grating-gate and gateless plasmonic crystals as a function of lateral bias. The decrease of the plasmon resonance frequencies (redshift) with increase of the lateral current was observed for both types of structures. We show that the change of the electron concentration profile and Joule heating are the main phenomena responsible for the shift of plasma reson…

Trump’s appeal of EJ Carroll’s $83.3 million defamation verdict against him is set for oral argument June 24
Trump & DOJ have jointly moved to postpone
This case involves alleged defamations in 2019, when Trump was president.
At various times Trump has invoked, and lost,
both presidential immunity and "Westfall immunity".
The Westfall Act says that the US is responsible for any govt employee’s tort within the scope of his/her employment

This https://arxiv.org/abs/2505.21688 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csCE_…

Modeling extreme events and intermittency in turbulent diffusion with a mean gradient
We study the statistical properties of passive tracer transport in turbulent flows with a mean gradient, emphasizing tracer intermittency and extreme events. An analytically tractable model is developed, coupling zonal and shear velocity components with both linear and nonlinear stochastic dynamics. Formulating the model in Fourier space, a simple explicit solution for the tracer invariant statistics is derived. Through this model we identify the resonance condition responsible for non-Gaussian…

The undeniable, uncomfortable truth #Trump voters will never escape is there's absolutely NO ONE ELSE that's at fault for empowering a sociopathic, senile criminal to become a US dictator.
Only #TrumpVoters are responsible for this.

Donald Trump's most heinous actions in his first 100 days
Opinion: A painstaking look at 100 of the top blunders, mishaps, and mistakes of Trump, his loyalists, and his minions, from John Casey.

This https://arxiv.org/abs/2504.00466 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_hepp…

Multiplicity distribution under the reflective scattering mode
Transition to the reflective scattering mode which has emerged at the highest LHC energy of $\sqrt{s}=13$ TeV results in a relative shrinkage with the energy of the impact parameter region responsible for the inelastic hadron collisions. Respective increasing role of the multiplicity fluctuations of quantum origin is emphasized.

Pro-Israel hackers claim breach of Iranian bank amid military escalation https://therecord.media/pro-israel-hackers-claim-attack-on-iranian-bank

What Comes After Harm? Mapping Reparative Actions in AI through Justice Frameworks
Sijia Xiao, Haodi Zou, Alice Qian Zhang, Deepak Kumar, Hong Shen, Jason Hong, Motahhare Eslami
https://arxiv.org/abs/2506.05687

What Comes After Harm? Mapping Reparative Actions in AI through Justice Frameworks
As Artificial Intelligence (AI) systems are integrated into more aspects of society, they offer new capabilities but also cause a range of harms that are drawing increasing scrutiny. A large body of work in the Responsible AI community has focused on identifying and auditing these harms. However, much less is understood about what happens after harm occurs: what constitutes reparation, who initiates it, and how effective these reparations are. In this paper, we develop a taxonomy of AI harm rep…

Celebrity haunt that made ‘Chinese chicken salad a household name’ to close this summer
Sweet-crunchy, crispy-wonton-laced Chinese chicken salad was most likely created by Madame Sylvia Wu at her Santa Monica restaurant Madame Wu’s Garden,
but a large share of the dish’s popularity across L.A. in the 1980s and ’90s can be credited to Chin Chin.
“Owner and founder Bob Mandler is the man responsible for making Chinese chicken salad a household name in Los Angeles County, …

West Hollywood's Chin Chin will serve its last Chinese chicken salad in July
The West Hollywood restaurant that helped popularize Chinese American cuisine will close in late July after more than 40 years in business.

We Are AI: Taking Control of Technology
Julia Stoyanovich, Armanda Lewis, Eric Corbett, Lucius E. J. Bynum, Lucas Rosenblatt, Falaah Arif Khan
https://arxiv.org/abs/2506.08117

We Are AI: Taking Control of Technology
Responsible AI (RAI) is the science and practice of ensuring the design, development, use, and oversight of AI are socially sustainable--benefiting diverse stakeholders while controlling the risks. Achieving this goal requires active engagement and participation from the broader public. This paper introduces "We are AI: Taking Control of Technology," a public education course that brings the topics of AI and RAI to the general audience in a peer-learning setting. We outline the goals behind t…

Mechanisms for the ultralow room-temperature resistivity of SrMoO$_3$
Jennifer Coulter, Fabian B. Kugler, Harrison LaBollita, Antoine Georges, Cyrus E. Dreyer
https://arxiv.org/abs/2506.10143

Mechanisms for the ultralow room-temperature resistivity of SrMoO$_3$
Materials with exceptionally low resistivities at room temperature are currently heavily sought after for next-generation interconnects. SrMoO$_3$ has one of the lowest experimentally-reported room-temperature resistivities, yet the origin of this property has remained a mystery. Using the Boltzmann transport equation we determine that electron-phonon scattering limits transport at room temperature and is responsible for the approximate $T^2$ behavior of the resistivity at intermediate temperat…

This https://arxiv.org/abs/2502.14263 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_…

Two categories of UV-upturn galaxies revealed by semi-analytic models
UV-upturn galaxies are characterized by unusually excessive flux in the far-ultraviolet (FUV) band, observed in some elliptical galaxies and the bulges of disk galaxies. We examine UV-upturn galaxies within the semi-analytic model GABE, which embeds the formation of extreme horizontal branch (EHB) stars -- proposed as key candidates responsible for the UV-upturn phenomenon. We have analyzed all related physical processes, including stellar evolution, initial mass functions (IMFs), dust attenuat…

UK appoints first-ever female chief of foreign intelligence service MI6 https://therecord.media/blaise-metreweli-new-mi6-chief

In the spring and summer of 2008, when Donald Trump was still a registered Democrat,
an anonymous blogger known as Mencius Moldbug posted a serial manifesto under the heading
“An Open Letter to Open-Minded Progressives.”
Written with the sneering disaffection of an ex-believer,
the hundred-and-twenty-thousand-word letter argued that egalitarianism,
far from improving the world,
was actually responsible for most of its ills.
That his bien-pensant re…

Curtis Yarvin’s Plot Against America
A Profile of Curtis Yarvin, the right-wing thinker behind the Substack “Gray Mirror,” who has been embraced by J. D. Vance, Marc Andreessen, Peter Thiel, and other supporters of Donald Trump. Ava Kofman reports.

Improving LLM-Based Fault Localization with External Memory and Project Context
Inseok Yeo, Duksan Ryu, Jongmoon Baik
https://arxiv.org/abs/2506.03585 http…

Improving LLM-Based Fault Localization with External Memory and Project Context
Fault localization, the process of identifying the software components responsible for failures, is essential but often time-consuming. Recent advances in Large Language Models (LLMs) have enabled fault localization without extensive defect datasets or model fine-tuning. However, existing LLM-based methods rely only on general LLM capabilities and lack integration of project-specific knowledge, resulting in limited effectiveness, especially for complex software. We introduce MemFL, a novel ap…

This https://arxiv.org/abs/2409.02821 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_hepp…

Establishing CP Violation in $b$-Baryon Decays
It is a long-standing puzzle why the {\it CP} violation (CPV) in the baryon system has not yet been definitively established as in the meson one. We demonstrate that individual partial-wave CPV in the $Λ_b\to pπ^-$ and $pK^-$ decays can exceed $10\%$, but the destruction between the partial waves (the suppression by the small partial-wave weight) results in a small net direct CPV in the former (the latter) as measured currently. Our finding highlights the different dynamics responsible for CP…

Data-Centric Safety and Ethical Measures for Data and AI Governance
Srija Chakraborty
https://arxiv.org/abs/2506.10217 https://arxiv.…

Data-Centric Safety and Ethical Measures for Data and AI Governance
Datasets play a key role in imparting advanced capabilities to artificial intelligence (AI) foundation models that can be adapted to various downstream tasks. These downstream applications can introduce both beneficial and harmful capabilities -- resulting in dual use AI foundation models, with various technical and regulatory approaches to monitor and manage these risks. However, despite the crucial role of datasets, responsible dataset design and ensuring data-centric safety and ethical pract…

Locating Risk: Task Designers and the Challenge of Risk Disclosure in RAI Content Work
Alice Qian Zhang, Ryland Shaw, Laura Dabbish, Jina Suh, Hong Shen
https://arxiv.org/abs/2505.24246

Locating Risk: Task Designers and the Challenge of Risk Disclosure in RAI Content Work
As AI systems are increasingly tested and deployed in open-ended and high-stakes domains, crowd workers are often tasked with responsible AI (RAI) content work. These tasks include labeling violent content, moderating disturbing text, or simulating harmful behavior for red teaming exercises to shape AI system behaviors. While prior efforts have highlighted the risks to worker well-being associated with RAI content work, far less attention has been paid to how these risks are communicated to wor…

KPIRoot : An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems
Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu
https://arxiv.org/abs/2506.04569

KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems
To ensure the reliability of cloud systems, their performance is monitored using KPIs (key performance indicators). When issues arise, root cause localization identifies KPIs responsible for service degradation, aiding in quick diagnosis and resolution. Traditional methods rely on similarity calculations, which can be ineffective in complex, interdependent cloud environments. While deep learning-based approaches model these dependencies better, they often face challenges such as high computatio…

This https://arxiv.org/abs/2502.08072 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_hepp…

Coupled-channel study of $4S$-$3D$ mixing dynamics in $ψ(4220)$ and $ψ(4380)$
Among charmoniumlike $XYZ$ states, the $ψ(4220)$ and $ψ(4380)$ states have emerged as key candidates for exploring the charmonium spectrum. In this work, we propose a $4S$-$3D$ charmonium mixing scheme for the $ψ(4220)$ and $ψ(4380)$, induced by coupled-channel effects. By constructing a coupled-channel model, we identify the dynamical mechanism responsible for the large mixing angle observed in previous studies, which cannot be explained by conventional potential models alone. Our analysis…

Long-range electrical conductivity in non-$\pi$-conjugated organic molecular materials
H. Mager, A. A. Butkevich, S. Klubertz, S. V. Haridas, O. Shyshov, V. C. Wakchaure, J. Borstelmann, I. Michalsky, M. Garc\'ia-Iglesias, V. Rodr\'iguez, D. Gonz\'alez-Rodr\'iguez, A. R. A. Palmans, M. Kivala, M. von Delius, M. Kemerink
https://

Long-range electrical conductivity in non-$π$-conjugated organic molecular materials
Electronic conductivity in organic materials is well-established. Moreover, semiconductive or metallic behavior in (quasi) 0-, 1-, 2- and 3-dimensional carbon-based materials has been demonstrated and understood and is nowadays widely applied in commercial devices. Despite the large structural variety, these materials commonly have an extended $π$-system, formed by sp2-hybridized carbon atoms, which is responsible for the conductivity. Here, we present a class of organic molecular materials th…

Kazakhstan detains over 140 for allegedly selling citizens’ data via Telegram channels https://therecord.media/kazakhstan-arrests-suspects-stolen-data-network

Oversight Structures for Agentic AI in Public-Sector Organizations
Chris Schmitz, Jonathan Rystr{\o}m, Jan Batzner
https://arxiv.org/abs/2506.04836 https:/…

Oversight Structures for Agentic AI in Public-Sector Organizations
This paper finds that the introduction of agentic AI systems intensifies existing challenges to traditional public sector oversight mechanisms -- which rely on siloed compliance units and episodic approvals rather than continuous, integrated supervision. We identify five governance dimensions essential for responsible agent deployment: cross-departmental implementation, comprehensive evaluation, enhanced security protocols, operational visibility, and systematic auditing. We evaluate the capaci…

The Measurement Imbalance in Agentic AI Evaluation Undermines Industry Productivity Claims
Kiana Jafari Meimandi, Gabriela Ar\'anguiz-Dias, Grace Ra Kim, Lana Saadeddin, Mykel J. Kochenderfer
https://arxiv.org/abs/2506.02064

The Measurement Imbalance in Agentic AI Evaluation Undermines Industry Productivity Claims
As industry reports claim agentic AI systems deliver double-digit productivity gains and multi-trillion dollar economic potential, the validity of these claims has become critical for investment decisions, regulatory policy, and responsible technology adoption. However, this paper demonstrates that current evaluation practices for agentic AI systems exhibit a systemic imbalance that calls into question prevailing industry productivity claims. Our systematic review of 84 papers (2023--2025) reve…