The Basics: What is an Accountability Sink?
3 minute read
When things go wrong, who gets the blame? Imagine an overbooked flight. A steward asks passengers to leave, chosen by an algorithm ranking air miles. You could complain, but the person escorting you off the plane did not set the policy. The helpline probably can’t change it either. So you surrender to ‘the friction of modern life’.
Dan Davies, economist and author of The Unaccountability Machine, calls this the accountability sink, a structure purposefully built to absorb blame.
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What is an accountability sink?
An accountability sink is any structure – a rule book, standard procedure or algorithm – that severs the connection between those who make decisions and those who live with their consequences. Davies says it must “break a link”: feedback from the person affected never reaches the system that caused the harm.
The concept draws on Stafford Beer, a British management thinker who argued that organisations should behave like living organisms: responsive, accountable and self-correcting.
Davies also proposes ‘the fundamental law of accountability’: “The extent to which you are able to change a decision is precisely the extent to which you can be accountable for it, and vice versa.”
Accountability is not simply about blame, but about who had the power to choose differently.
Accountability is no longer simply a compliance issue. It is a human one.
Where do we see it?
Everywhere, once you start looking: loans declined by incomprehensible models, posts removed with no meaningful appeal, customers passed between departments, each person sympathetic, none are able to act. Financial Times columnist Stephen Bush has argued that the Windrush scandal suffered from an accountability sink: the only resignation was Amber Rudd’s, whose real offence was holding the job title when the scandal broke, not writing the policies behind it.
Davies traces accountability sinks to the rise of shareholder value, alongside decades of outsourcing and diminishing individual power. AI has intensified the problem by providing an even easier scapegoat, resulting in a world where decisions travel further than responsibility.
What does accountability sink matter now?
Accountability sinks reveal a deeper crisis of trust.
We’re surrounded by systems that make decisions about us while obscuring who designed them and who can change them. Automation, AI and global supply chains allow organisations to act at scale while distancing themselves from the consequences.
Without accountability, businesses lose the feedback loops that help them learn, leaders lose sight of their choices, and people lose faith.
“The extent to which you are able to change a decision is precisely the extent to which you can be accountable for it, and vice versa.”
Dan Davies
What does accountability actually require?
For Davies, accountability depends on power: the ability to change a decision, not merely explain it.
Well-designed systems build in ‘red handles’: mechanisms letting people on the ground stop the machine when a policy misfires.
Identify existing accountability sinks by asking: where has the power to change a decision been removed? Who wrote the rule? What information is the system designed not to hear?
How can we become more accountable?
For individuals, accountability begins with noticing where we have power to change a decision, rather than simply passing it on.
For leaders, it means examining the distance between decision and consequence. Can the people closest to the problem act, or only apologise?
For businesses, it means giving employees authority to act, making algorithms explainable and responsibility traceable.
A truly accountable organisation is not one in which nothing goes wrong. It is one in which the system can learn when it does.
