The notion of accountability—and its lesser cousin, responsibility—often pop up in the context of business, as if both of those ideas are good things. A culture of accountability, we’re told, is essential to running a business. The word “accountable” appears all over the 2020 Scrum Guide. I don’t buy any of it. A culture of…
Accountability sinks
In The Unaccountability Machine, Dan Davies argues that organizations form “accountability sinks,” structures that absorb or obscure the consequences of a decision such that no one can be held dire...
Why accountability is an increasingly elusive endeavour
In the age of algorithmic decision-making, allocating blame is a fraught process — but this doesn’t have to be a bad thing
The Unaccountability Machine, by Dan Davies
I read an online excerpt of this book and was immediately intrigued by the idea of an “accountability sink”, which is a mechanism by which “The communication between the decision-maker and the decided-upon has been broken – they have created a handy sink into which negative feedback can be poured without any danger of it affecting anything.” This lack of accountability where people shrug their shoulders and ask “What else could we do?” really frustrates me, as I believe that we should take responsibility for our actions and their consequences. So I bought the book and inhaled it in a few days.
Dreaming Accountability
What if accountability wasn’t scary? Take a breath and let that sink in for a second. What if accountability wasn’t scary? It will never be easy or comfortable, but what if it wasn’t scary? What if…
Human Responsible · AI Contribution Policies
Your tools are your business, but everything you submit must be yours.
The Unaccountability Machine: Why Big Systems Make Terrible Decisions—and How the World Lost Its Mind
Longlisted for the 2024 Financial Times Book of the Year. How life and the economy became a black box—a collection of systems no one understands, producing outcomes no one likes. Passengers get bumped from flights. Phone menus disconnect. Automated financial trades produce market collapse. Of all the challenges in modern life, some of the most vexing come from our relationships with automation: a large system does us wrong, and there’s nothing we can do about it. The problem, economist Dan Davies shows, is accountability sinks: systems in which decisions are delegated to a complex rule book or set of standard procedures, making it impossible to identify the source of mistakes when they happen. In our increasingly unhuman world—lives dominated by algorithms, artificial intelligence, and large organizations—these accountability sinks produce more than just aggravation. They make life and economy unknowable—a black box for no reason. In The Unaccountability Machine, Davies lays bare how markets, institutions, and even governments systematically generate outcomes that no one—not even those involved in making them—seems to want. Since the earliest days of the computer age, theorists have foreseen the dangers of complex systems without personal accountability. In response, British business scholar Stafford Beer developed an accountability-first approach to management called “cybernetics,” which might have taken off had his biggest client (the Chilean government) not fallen to a bloody coup in 1973. With his signature blend of economic and journalistic rigor, Davies examines what’s gone wrong since Beer, including what might have been had the world embraced cybernetics when it had the chance. The Unaccountability Machine is a revelatory and resonant account of how modern life became predisposed to dysfunction.
in progress works
lightweight accountability community and journal for your side projects
The Anti-Corruption Tracker: Mapping the Erosion of Oversight and Accountability
This Anti-Corruption Tracker focuses on the erosion or dismantling of oversight and accountability systems within the United States Executive Branch
Refusing to Be the Victim – How to Adopt a “Player” Mindset at Work
You can’t expect others to fix your problems. When you take responsibility for making the best of any situation, you have the power to make things better.
Accountable Capitalism Act
Political commentator Matthew Yglesias wrote that "Warren's plan starts from the premise that corporations that claim the legal rights of personhood should be legally required to accept the moral obligations of personhood."[2] The New York Times columnist David Leonhardt called the proposal "the most intriguing policy idea to come out of the early 2020 campaign".[3]
The System From Nowhere
When Accountability Goes Rogue 💡I recently spoke with Dr. Zena Assaad for her podcast, Responsible Bytes. Video is above, below is an essay adapted from the conversation. "The system from nowhere" is a way of talking about AI systems that excludes its origin as a consciously, human-designed product. It
Giving Altruism a Bad Name
Effective Altruism’s metrics-driven model of philanthropy is elitist, condescending and — most damning of all — extremely ineffective.
Information accountability
With access control and encryption no longer capable of protecting privacy, laws and systems are needed that hold people accountable for the misuse of personal information, whether public or secret.
W Don't Have Time | Offprint
"Trust community, not wealth" Holding power accountable on the open social web.
