For your consideration

On Automation and Computer-assisted Intelligence:

AI does not exist but it will ruin everything anyway. — Angela Collier

AI tools are helpful and cool as long as you know their limitations. AI doesn’t exist. There is no fidelity in AI. AI is built on biased data sets and will give biased results. AI should not be used to make decisions.

Why Don’t AI Agents Work? — Mutual Information

“Any agent capable of adapting to a sufficiently large set of distributional shifts must have learned a causal model of the data generating process.”

“Robust agents learn causal world models” (preprint) — Jonathan Richens and Tom Everitt. Last updated on 19 July 2024.

I Didn’t Believe that AI is the Future of Coding. I Was Right. — Sabine Hossenfelder

With the rise of AI, we’ve been told that the technology can be used to help software engineers code more efficiently. We have heard plenty of warnings that AI might even take their jobs. But a bunch of studies now show that AI doesn’t help software development as much as promised — at least for now. Let’s take a look.

this is a huge problem for cybersecurity… — Low Level

AI generated bug reports1,2 are becoming a serious problem? Is this incompetence? Or malicious?

1. Sample alleged AI-generated “report” on HackerOne.
2. cURL founder Daniel Stenberg’s rant on LinkedIn.

Should Computers Run the World? — Hannah Fry | The Royal Institution

Algorithms are increasingly used to make decisions in healthcare, transport, finance and security. How can they best be used and what happens when things go wrong?

Doctors personally liable if mandatory NHS AI transcriber gets it wrong — Pivot to AI
Has Generative AI Already Peaked? — Computerphile

A new paper suggests diminishing returns from larger and larger generative AI models. Dr Mike Pound discusses.

† Link to paper on OpenReview.net.

Are we all wrong about AI? — ColdFusion

It’s no secret that AI is controversial today. Judging by some of the chaos it’s caused, there’s good reason to think AI seems to ruin everything it touches. But what about the flipside? What good is AI actually doing in the world? It’s a question I don’t hear asked much so today we’ll find out.

On Ethics, Justice, and Culture in Science and Technology:

AI is an Ethical Nightmare. — Philosophy Tube

† Link to AI Ethics Bibliography.

Christopher Pelkey — AI ‘victim testimony’ from beyond the grave1,2 — Pivot to AI

What this3,4 means for the rest of us.

  1. “‘I Loved That AI:’ Judge Moved by AI-Generated Avatar of Man Killed in Road Rage Incident” — Matthew Gault and Jason Koebler, 404 Media, 7 May 2025.
  2. “Man ‘speaks to killer’ from beyond the grave in Arizona courtroom through AI video” — NHS England, 29 April 2025.
  3. “A.I. of Murdered Chris Pelkey Makes His Own Impact Statement at Sentencing (a court 1st), with Judge” — Stacey Wales’ YouTube channel, 5 May 2025.
  4. “Judge Todd Lang’s Reaction to Chris Pelkey’s A.I. Impact Statement During Sentencing, 5/1/2025” — Stacey Wales’ YouTube channel, 6 May 2025.

.

The Great “Ghiblification” Debacle. — Upper Echelon

After the release of ChatGPT 4o, with expanded capabilities and newly perfected image generation tools, a viral phenomenon has occurred where the style of the iconic Studio Ghibli is being replicated and spread across the world through social media.

On the one hand, it’s understandable that people will enjoy eliminating barriers when it comes to generating creative material… but on the other, if the enormous portfolio of Studio Ghibli was used to make it possible that their work may be now cheapened and copied, there are larger moral and ethical questions in play.

With such a widespread “meme” taking hold, I wanted to examine why the great “Ghiblification” is more than just a meme, its a lightning rod for questions about what should we really be doing with these tools, and how should we handle their development.

.

The Science of Racial Identity… Black Biomimicry. — Hip Hop Science

The correlations between humans and nature go far beyond just our biological makeup. Evolution has given us the tools to adapt and mold into our environments in very similar ways to animals in the wild. This science mystery investigation explores the complexities behind racial identification and explains how biomimicry could be the answer behind the recent slew of racial misrepresentation.

Increasing culturally relevant science media coverage: outcomes from Puerto Rico. — Andrea Isabel López | CivicSciTV Network

† Link to JCOM article.

AI, Ain’t I A Woman? — Joy Buolamwini

Poet of Code shares ‘AI, Ain’t I A Woman’ — a spoken word piece that highlights the ways in which artificial intelligence can misinterpret the images of iconic black women.

Design for Cognitive Bias — Using Mental Shortcuts for Good Instead of Evil. — David Dylan Thomas | Design Justice Network

Users’ minds take shortcuts to get through the day. Usually, they’re harmless. Even helpful. But what happens when they’re not? In this talk we’ll use real-world examples to identify some particularly harmful biases that frequently lead users to make bad decisions. We’ll then talk about some content strategy and design choices we can use in our apps, designs, and platforms to redirect or eliminate the impact of those biases…

Who Audits the Auditors? Recommendations from a field scan of the algorithmic auditing ecosystem. Algorithmic Justice League

Algorithmic audits (or ‘AI audits’) are increasingly popular; however, they remain poorly defined. In [this] paper1, AJL provides the first comprehensive field scan of the AI audit ecosystem. […]. Our recommendations2 have implications for lawmakers, regulators, internal company policymakers, and standards-setting bodies, as well as for auditors3.


1. Link to preprint.
2. Link to FaccT ’22 article.
3. Link to AJL Auditors.

On Science Communication:

there is nothing new here — Angela Collier

“Can Google’s new research assistant AI give scientists ‘superpowers’?” — Michael Le Page, New Scientist, 19 February 2025.

Science for Sale: Triumph of Doubt. — David Michaels | Paris School of Economics

David Michaels PhD, MPH, is a professor at the GWU’s School of Public Health. He has held Senate-confirmed public health positions in the Clinton and Obama administrations as Assistant Secretary of Energy for Environment, Safety, and Health and OSHA’s Assistant Secretary of Labor, respectively.

† Link to presentation.

Sociologists Want to Establish Scientific Consensus. — Sabine Hossenfelder

A group of philosophers and sociologists have come up with the idea to regularly poll scientists in order to establish and maintain a “scientific consensus.” While this might sound plausible, it’s a terrible idea. Here’s why.

The Merchants of Doubt: The Denial of Tobacco and the Denial of Climate Change. — Naomi Oreskes

Naomi Oreskes, the 2011 Climate Change Communicator of the Year. and author of “Merchants of Doubt,” recounts the roots of climate change “doubt-mongering” and how it can we can overcome it.

The Problem With Science Communication. — Veritasium

On Pachamama:

How do ocean currents work? — Jennifer Verduin | TED-Ed

In 1992, a cargo ship carrying bath toys got caught in a storm. Shipping containers washed overboard, and the waves swept 28,000 rubber ducks and other toys into the North Pacific. But they didn’t stick together — the ducks have since washed up all over the world. How did this happen? Jennifer Verduin dives into the science of ocean currents.

The USA is crumbling at the bottom and sinking — Sabine Hossenfelder

According to multiple recently published studies, the U.S. is collapsing geologically. The continental plate of North America is dripping down into the Earth’s mantle1, some areas of the U.S. are sinking due to the over-extraction of groundwater2, and the next earthquake in the Cascadia region might sink the coast of California3. Let’s take a look.

1. Hua et al. Seismic full-waveform tomography of active cratonic thinning beneath North America consistent with slab-induced drippingNat. Geosci. 18, 358–364 (2025).
2. Ohenhen et al. Land subsidence risk to infrastructure in US metropolisesNat Cities (2025).
3. Dura et al. Increased flood exposure in the Pacific Northwest following earthquake-driven subsidence and sea-level rise. Proc. Natl. Acad. Sci. U.S.A. 122 (18) e2424659122 (2025).

Is Earth’s Largest Heat Transfer Really Shutting Down? — PBS Terra

With unprecedented heat waves and record-breaking global temperatures, it’s hard to believe that there might be a place on earth that has actually COOLED since the industrial revolution. But, it turns out, there is such a spot. The COLD BLOB off of Greenland mystified scientists for years, but new studies have uncovered a scary reality – this cool patch might be a warning of the impending collapse of a vital earth circulation system. And the consequences would be dire.

In this episode of Weathered, we travel to the Gulf Stream with the new PBS Terra show Sharks Unknown to experience the AMOC first hand. And we ask, what is the likelihood that the AMOC will collapse, and what would the consequences be?

† Weathered is a show hosted by weather expert Maiya May and produced by Balance Media that helps explain the most common natural disasters, what causes them, how they’re changing, and what we can do to prepare.

“New Evidence” That CO2 Doesn’t Cause Global Warming? I Don’t Think So. — Sabine Hossenfelder

Many viewers have asked for a review of a recent study which supposedly shows “new evidence” in the climate change “debate.” More specifically, the study’s authors claim that we need to conduct more research into whether or not carbon dioxide emissions really cause climate change. I’ve had a look.

On Science, Research, and Responsible Conduct:

Is Most Published Research Wrong? — Veritasium

Mounting evidence suggests a lot of published research is false.

What is a Paradigm Shift? | Visualizing Thomas Kuhn’s Scientific Revolution — The New Enlightenment with Dr. Ashley Hodgson

This video explains what a paradigm shift is by visualizing the process from Thomas Kuhn’s book “Structure of a Scientific Revolution.”

Should We Change the Scientific Method? — DiBeos

Dive into the heart of modern physics with our latest discussion, where we unpack the intense debate surrounding the future of scientific discovery and the very fabric of our universe. In an era marked by groundbreaking theories but limited by our current technological capabilities, we ask the bold question: Is it time to rethink the scientific method?

This COVID Researcher Was Hella Suss. — Pete Judo

† Link to Science article.

How to make a splash in AI economics: f*k* your data — The School of Life

If it sounds too good to be true…

† Check out the allegedly fraudulent paper on arXiv — before Cornell University does MIT a favor by removing it!

On Social Responsibility:

Top 10 Forgotten Tech Scandals. — WatchMojo.com

These scandals made headline news…then disappeared. Welcome to WatchMojo, and today we’re counting down our picks for huge tech-based scandals that have been largely forgotten. Our countdown of tech scandals you forgot about includes The Volkswagen Emissions Scandal, Amazon Working Conditions, Apple vs. FBI, and more!

AI Deception: How Tech Companies Are Fooling Us. — ColdFusion

AI is everywhere. Is it all it’s cracked up to be or is it one big scam? Well, as it is for most things, the truth is somewhere in the middle. In this episode we see how, despite some of AI’s useful contributions, the hype has also impacted the tech industry negatively.

The Greatest Misinformation Campaign in History. — More Perfect Union

Big Oil has known for more than 50 years that fossil fuels pose a huge danger to the climate. They covered it up to keep raking in profits. It’s one of the biggest corporate crimes in history. Now California is suing to make them pay for the damage.

Boeing’s Downfall… Greed Over Safety. — ColdFusion feat. Mentour Pilot

Boeing was once seen as one of the best engineering firms in the world. Today they’re plagued with scandals and constantly put profits before the lives of people. What went wrong? In this episode, we find out.

On Complexity and Emergence:

The Biggest Gap in Science: Complexity. — Sabine Hossenfelder

Everyone loves to talk about complex problems and complex systems, but no one has any idea what it means. I think that understanding complexity is THE biggest gap in science today. What do we even mean by complexity? What do we know about it? And what’s the problem with trying to explain it? That’s what we’ll talk about in this video.”

What Game Theory Reveals About Life, The Universe, and Everything. — Veritasium

This is a video about the most famous problem in Game Theory, the Prisoner’s Dilemma.

The hidden networks of everything. — Albert-László Barabási | Big Think

Our world is filled with an abundance of data. Albert-László Barabási, a network scientist, believes that understanding the underlying structure and relationships of complex systems is crucial. Barabási’s research has challenged the notion of random connections and led to the discovery of a more accurate representation of how these systems are organized.

Math’s Fundamental Flaw. — Veritasium

Not everything that is true can be proven. This discovery transformed infinity, changed the course of a world war and led to the modern computer.

On Choice Modeling and Behavior:

Voting Paradoxes. — Numberphile

How to decide who wins a confusing vote, discussing the likes of Smith Sets and the Condorcet Paradox. Featuring Sophie Maclean

Why Democracy Is Mathematically Impossible. — Veritasium

Democracy might be mathematically impossible – here’s why.

The paradox of choice. — Barry Schwartz | TED

Psychologist Barry Schwartz takes aim at a central tenet of western societies: freedom of choice. In Schwartz’s estimation, choice has made us not freer but more paralyzed, not happier but more dissatisfied.

Social Media is secretly becoming a Casino. — Mrwhosetheboss

The manipulative tactics that social media uses to keep you addicted.

On Design Science:

Why Design Matters. — The School of Life

Far from being some sort of luxury or add-on, good design is central to a good society. It changes how we feel and interact.

On Breakthroughs:

The Man Who Solved the $1 Million Math Problem…Then Disappeared. — Newsthink

Grigori Perelman solved one of the world’s hardest math problems, then called it quits.

A New Pattern in Nature. — Sabine Hossenfelder

Mathematicians are obsessed with patterns. They’ve been obsessed for so long you’d think they’ve got it figured all out. But just recently they discovered a new type of pattern that is everywhere in nature. Once you have seen it, you can’t help but notice that it’s really everywhere.

† Link to article PNAS Nexus article.