Sam Bankman-Fried: When Effective Altruism Goes Astray – A CBT Analysis

By Gildas Garrec, CBT psychotherapist in Nantes

The story of Sam Bankman-Fried (SBF) is one of a meteoric rise and a spectacular fall, which has captivated and dismayed the entire world. From a young financial prodigy and emblematic figure of effective altruism, he became the symbol of fraud and excess, convicted for orchestrating the collapse of his cryptocurrency exchange platform, FTX, and his hedge fund, Alameda Research. His journey, motivations, and the psychological mechanisms underlying his decisions offer a fascinating case study for understanding how initially commendable intentions can become perverted into reprehensible acts, especially when certain psychological predispositions and cognitive distortions come into play.

As a CBT psychotherapist, my objective is not to make a clinical diagnosis, but to explore, based on publicly available information, the thought patterns, attachment styles, and defence mechanisms that might have contributed to SBF's trajectory. This analysis aims to shed light on the complex psychological dynamics at play and to draw lessons for each of us.

The Rise and Fall: Essential Biographical Context

Sam Bankman-Fried was born in 1992 to parents who were law professors at Stanford University, Joseph Bankman and Barbara Fried, both respected figures in their fields. Raised in an intellectually stimulating environment, he quickly excelled academically, joining the prestigious MIT where he earned a degree in physics. It was during his university years that he discovered 'effective altruism', a philosophy that advocates the use of reason and evidence to maximise the positive impact of one's actions on the world. SBF committed to 'earn to give', meaning to amass a considerable fortune with the aim of donating it to causes deemed most effective.

After a stint at Jane Street, a quantitative trading firm, he founded Alameda Research in 2017, then FTX in 2019, a cryptocurrency exchange platform that experienced exponential growth. Within a few years, SBF became a billionaire, an influential media figure, and a major political donor, all while cultivating an image of a dishevelled, altruistic genius. However, behind this façade, chaotic management and questionable financial practices developed, leading to the spectacular collapse of FTX in November 2022, revealing a multi-billion dollar hole and the illegal use of client funds. The subsequent investigation and trial brought to light massive fraud, resulting in his conviction on seven counts, including wire fraud and money laundering.

This trajectory raises fundamental questions: how can an individual driven by altruistic ideals come to such extremes? What psychological factors might have precipitated this downfall?

Early Maladaptive Schemas: Fragile Foundations

Jeffrey Young, the founder of Schema Therapy, postulates that recurrent negative experiences during childhood and adolescence can lead to the formation of 'early maladaptive schemas': deeply ingrained patterns of thought, emotion, and behaviour that repeat throughout life. By examining publicly available information on SBF, several schemas could plausibly be considered:

1. Emotional Deprivation (Emotional Deprivation)

Despite an intellectually rich family environment, SBF may have lacked emotional warmth, empathy, or a deep affective connection. Accounts describe him as having difficulty grasping social and emotional nuances, and his parents have been described as highly focused on logic and intellectual debate. Emotional deprivation can lead to difficulty expressing one's own emotional needs, recognising those of others, and developing genuine empathy. This could explain an excessive focus on rationality and utilitarianism, to the detriment of ethical considerations or the human consequences of his actions.

2. Entitlement/Grandiosity (Entitlement/Grandiosity)

This schema is characterised by the conviction of being superior to others, of having special rights, and of not being subject to the same rules. Coming from a privileged background and having displayed exceptional intellectual abilities from a young age, SBF may have developed a form of acquired narcissism. The meteoric success of Alameda and FTX, coupled with media adulation, may have reinforced this conviction. He might have believed that his goals (effective altruism) were so noble and important that they justified disregarding financial rules, prudence, and even legality. This idea that "rules don't apply to me" is a central characteristic of this schema.

3. Insufficient Self-Control/Self-Discipline (Insufficient Self-Control/Self-Discipline)

Reports on SBF describe a chaotic work environment at FTX and Alameda, marked by improvisation, a lack of rigorous internal controls, and excessive risk-taking. SBF himself has mentioned his attention-deficit/hyperactivity disorder (ADHD), a neurodivergence that can manifest as difficulties in planning, organisation, impulse management, and emotional regulation. While ADHD in no way excuses fraud, it can contribute to a propensity for improvisation, an inability to adhere to rigid structures, and an underestimation of long-term risks. This schema might have interacted with the previous one, where the belief in his special rights would justify the lack of discipline and non-compliance with established norms.

4. Failure (Failure)

Although paradoxical for an individual who achieved such a level of financial success, a failure schema can manifest as a deep fear of not being good enough, or a conviction of being intrinsically flawed. For SBF, this fear might have been masked by his relentless pursuit of success and his commitment to effective altruism, which could have served as a compensatory mechanism. The pressure to maintain the image of the "benevolent genius" and not to disappoint his ideals (and those of his parents) might have pushed him to take ever greater risks, to conceal losses, and to plunge into fraud to avoid the collapse of his empire, perceived as an intolerable personal and ideological failure.

Defence Mechanisms: Rationalisation and Denial

Faced with the dissonance between his altruistic ideals and his fraudulent actions, SBF likely resorted to psychological defence mechanisms to protect his self-image and minimise anxiety.

1. Rationalisation

This is the most evident mechanism in SBF's case. Rationalisation consists of justifying unacceptable behaviours with logical and socially acceptable reasons. Effective altruism became the supreme rationalisation for SBF. He might have convinced himself that, even if his methods were unorthodox or illegal, the ultimate goal – to maximise good for humanity – was so superior that it justified all means. This cognitive distortion is often referred to as 'the end justifies the means'. He would not have stolen for his own personal enrichment (at least not primarily), but to 'save the world', which, in his mind, made his actions morally acceptable, even necessary.

2. Splitting (Splitting)

Splitting, described by Otto Kernberg, is a primitive defence mechanism where the individual perceives the world and themselves in extreme terms of 'all good' or 'all bad', without nuance. SBF might have split his personality or his actions: on one side, the 'good' effective altruist, the genius who would revolutionise the world; on the other, the 'bad' fraudster who manipulated client funds. This splitting would have allowed him to maintain a positive self-image by mentally dissociating his noble intentions from the destructive impact of his actions.

3. Denial

Denial consists of refusing to acknowledge an unpleasant reality. SBF may have initially denied the extent of Alameda's and FTX's financial problems, or minimised the risks involved. Even after the collapse, he continued to assert that he had no intention to defraud, blaming management errors or unfavourable market conditions. This persistent denial testifies to an inability to face the full responsibility for his actions.

4. Intellectualisation

This mechanism involves focusing on the intellectual and logical aspects of a situation to avoid unpleasant emotions. SBF, with his academic background, may have analysed his financial problems in a purely quantitative manner, detaching himself from the human and ethical implications of his decisions. This would have allowed him to make risky decisions without being hindered by anxiety, guilt, or empathy.

Hypothetical Attachment Style: The Legacy of Early Relationships

Attachment theory, developed by John Bowlby and Mary Ainsworth, suggests that our early experiences with our attachment figures shape our relational styles and our way of perceiving the world.

A disorganised/disoriented attachment style could plausibly be considered for SBF. This style often develops when attachment figures are perceived as both sources of comfort and fear, or when they are inconsistent in their response. This can lead to great difficulty in regulating emotions, confusion in relationships, and an approach-avoidance tendency. For SBF, this could manifest as:
* Difficulty establishing deep and authentic emotional connections, favouring transactional relationships or those based on intellectual objectives.
* A certain inconsistency in his behaviour, oscillating between the image of the saviour and that of the manipulator.
* Difficulties in interpreting social and emotional signals, which has been reported in his behaviour.
* A lack of clarity in his own motivations and a fragmentation of his identity, where the 'altruistic self' and the 'fraudulent self' coexist without integration.

Alternatively, an avoidant-dismissing attachment could also be considered, characterised by excessive autonomy, a minimisation of emotional needs, and a strong tendency towards independence. This could explain his emotional detachment and his focus on the task rather than on interpersonal relationships. However, the nature

Gildas Garrec, CBT psychotherapist in Nantes — This article offers psychological hypotheses based on public sources, not a clinical diagnosis.