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Showing posts with label subjective. Show all posts
Showing posts with label subjective. Show all posts

Sunday, 13 August 2023

A Level Economics: When you Define Something you Miss the point

The quote "when you define something you miss the point" suggests that attempting to provide a strict, rigid, or fixed definition for something can lead to an oversimplified or incomplete understanding of that thing's true nature or essence. In other words, the act of defining something can sometimes limit our perception of its complexity, nuances, and broader context.

This idea can be interpreted in a few different ways:

  1. Limiting Complexity: Many concepts, ideas, or phenomena are intricate and multifaceted, and they may not fit neatly into a single definition. By trying to define them with a specific set of words, we might inadvertently leave out important aspects that contribute to their full meaning.


  2. Subjectivity and Perspective: Definitions often reflect a particular perspective or point of view. Different people might have different understandings or interpretations of the same thing, and an attempt to rigidly define it could ignore these diverse viewpoints.


  3. Evolution and Change: Concepts can evolve over time, adapting to new contexts, technologies, and social dynamics. A fixed definition might not accurately capture these changes, leading to an outdated or inaccurate understanding.


  4. Emotional and Experiential Aspects: Some things, especially abstract concepts or emotions, can't be fully captured by definitions alone. Their experiential or emotional components might be more important than a literal description.


  5. Uniqueness: Some things are so unique or unconventional that trying to define them using conventional language falls short. In these cases, attempting to define them might indeed miss their true essence.

In essence, the quote encourages us to embrace the complexity and depth of things rather than confining them within rigid definitions. It suggests that understanding something comprehensively might involve acknowledging its multifaceted nature, allowing for various interpretations, and being open to the idea that some things are best understood through experience, observation, and an open mind rather than through a strict definition.

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Let's explore each point with some examples:

  1. Limiting Complexity: Imagine trying to define the concept of "love." Love is a complex emotion that can encompass various feelings such as affection, attachment, compassion, and more. Attempting to define love with a single sentence might miss out on the intricate interplay of emotions and experiences that contribute to its true essence.


  2. Subjectivity and Perspective: Consider the definition of "success." For one person, success might mean achieving a high-paying job, while for another, it could mean having a fulfilling family life. The definition of success varies based on personal values, cultural background, and life experiences.


  3. Evolution and Change: The term "technology" has evolved over time. Defining technology solely as "the application of scientific knowledge for practical purposes" might not capture the rapid advancements in fields like artificial intelligence or biotechnology. A definition created a few decades ago could miss the modern scope of technology.


  4. Emotional and Experiential Aspects: Defining "happiness" as a state of well-being might fail to capture the deeply personal and emotional nature of the feeling. People experience happiness in diverse ways, and it involves subjective elements that are hard to encapsulate in a definition.


  5. Uniqueness: Certain works of art or creative expressions are so unique that defining them becomes challenging. Consider avant-garde art that challenges traditional definitions of beauty and meaning. Trying to rigidly define such art might neglect the intention of the artist and the emotional impact it elicits.

In all these examples, attempting to define these concepts using narrow, strict definitions could result in missing the depth, richness, and dynamic nature that make them meaningful and significant. The quote reminds us to approach these concepts with openness, acknowledging their complexities, subjectivity, and the ways they transcend conventional definitions.

Thursday, 14 May 2015

The troubling flaws in forensic science

by Linda Geddes in BBC Future

“It has long been an axiom of mine that the little things are infinitely the most important.” So said the fictional detective, Sherlock Holmes. Armed with his finely honed skills of backwards reasoning, his trademark ability to solve unsolvable crimes often hinged on his revealing evidence too small to be noticed.
Holmes was an inspiration for the very founders of modern day forensic science. As the decades passed and the tools in their armoury grew, so too did the sheen of invincibility that surrounded their discipline. But there was a crucial chink in their methods that had been overlooked: subjectivity.
While the likes of Holmes’s successors in detective fiction may lead us to believe that forensic evidence is based on precise deduction, all too often it relies on a scientist’s personal opinion, rather than hard fact.
Science on trial
Consider the following case. In December 2009, Donald Gates walked out of his Arizona prison with $75 and a bus ticket to Ohio. After serving 28 years for a rape and murder he didn’t commit, he was a free man. Now the spotlight began to shift to the forensic technique that put him there: microscopic hair analysis.
Human hair is one of the most common types of evidence found at crime scenes. During the 80s and 90s, forensic analysts in the US and elsewhere often looked to the physical differences between hairs to determine whether those found at a crime scene matched hairs from a suspect – like Donald Gates.
When he stood trial in 1982, an FBI analyst called Michael Malone testified that hairs found on the body of the murder victim – a Georgetown University student called Catherine Schilling – were consistent with Donald Gates’ hairs. He added that the probability they came from anyone else was one in 10,000.
“That’s very compelling evidence, particularly when it comes from a witness wearing a white laboratory coat,” says Peter Neufeld, co-founder of the Innocence Project, a New York-based non-profit organisation that uses DNA evidence to overturn wrongful convictions.
DNA testing evidence on a pair of trousers
The FBI is now reviewing several thousand cases as DNA testing sheds new light on the truth (Credit: Getty Images)
However, hair analysis is not purely objective; I might think two hairs look identical, but you might disagree. Even if we agree that two hairs match, no-one has ever figured out how many other hairs might be similarly indistinguishable from one another. “When a person says that the probability is one-in-10,000, that’s simply a made-up number,” says Neufeld. “There’s no data to support it.”
Donald Gates was finally exonerated when DNA testing revealed that the hairs didn’t belong to him after all. Two similar exonerations followed soon afterwards. As a result of these cases, the FBI is now reviewing several thousand cases in which its scientists may have offered similarly misleading testimony. Last month, it announced that of the 268 cases it has reviewed so far that went to trial, 96% them involved scientifically invalid testimony or other errors by FBI agents. Among those convicted, 33 received death sentences, and nine have already been executed.
The FBI’s review won’t necessarily overturn the convictions, but it does mean that they need to be reconsidered carefully. Lawyers scrutinising these cases must work out what other evidence was presented in court; if they hinged on flawed hair testimony, retrials and exonerations may follow. In cases where the original physical evidence still exists, that DNA testing may shed new light on the truth.
Damning report
Even trusted lines of evidence, such as fingerprint analysis, are not water-tight. Research has shown that the same fingerprint expert can reach a different conclusion about the same fingerprints depending on the context they’re given about a case.
Based in part on these findings, in 2009 the National Academy of Sciences in the US published a report on the state of forensic science. Commissioned in response to a string of laboratory scandals and miscarriages of justice, its conclusions were damning. “Testimony based on faulty forensic science analyses may have contributed to the wrongful conviction of innocent people,” it said. “In a number of disciplines, forensic science professionals have yet to establish either the validity of their approach or the accuracy of their conclusions.”
The report was a wake-up call, not just for forensic scientists in the US, but around the world. “What it exposed were significant scientific deficiencies across many of the different methods that we use, both to examine and interpret different types of evidence,” says Nic Daeid, a professor of forensic science at the University of Dundee in Scotland. 
Of all lines of forensic evidence, DNA analysis was considered to be the most objective. Resting on complex chemical analysis, it seems stringently scientific – a gold-standard for how forensic science should be done. Yet perhaps juries should not be too quick to trust the DNA analyses they see in court.
Fingerprints on a sheet of paper
Even trusted lines of evidence, such as fingerprint analysis, are not water-tight (Credit: Thinkstock)
In 2010, while working as a reporter for New Scientist magazine, I teamed up with Itiel Dror from University College London, and Greg Hampikian from Boise State University in Idaho, to put this idea of DNA’s objectivity to the test.
We took DNA evidence from a real-life case – a gang-rape in Georgia, US – and presented it to 17 experienced analysts working in the same accredited government lab in the US.
In the original case, two analysts from the Georgia Bureau of Investigation concluded that the man who was ultimately convicted of the crime, Kerry Robinson, "could not be excluded" from the crime scene sample, based on his DNA profile. But when the evidence was shown to our 17 analysts, they reached very different conclusions; just one analyst agreed that Robinson "cannot be excluded". Four analysts said the evidence was inconclusive and 12 said he could be excluded.
Yet just because forensic science is subjective, this doesn’t mean it should be disregarded; it can still yield vital clues that can help to catch and convict murderers, rapists, and other criminals. “Subjectivity isn’t a bad word,” says Dror. “It doesn’t mean that the evidence isn’t reliable, but it is open to bias and contextual influences.”
Blind judgement
What’s needed are additional safeguards to shield forensic examiners against irrelevant information that might skew their judgement. A first step is to ensure they aren’t given irrelevant information, such as knowing that witnesses have placed the suspect at the crime scene, or that he has previous convictions for similar crimes. Another safeguard is to reveal the relevant information sequentially – and only when it is needed. “We need to give them the information that they need to do their job when they need it, but not extra information that’s irrelevant to what they’re doing and which could influence their perception and judgement,” says Dror.
In the US at least, this is starting to happen: a national commission on forensic science has been established, with the goal of strengthening the field – and this includes looking at human factors like cognitive bias. But similar strategies are needed elsewhere if forensic science is to rebuild its tattered reputation.
When it comes to deduction and proof, there is still much we can learn from Arthur Conan Doyle’s hero. As Sherlock Holmes also once said: "Eliminate all other factors, and the one which remains must be the truth."

Friday, 30 January 2015

Gita, Gandhi and Godse

by Varghese K George in The Hindu

Both Nathuram Godse and Mahatma Gandhi read the Bhagavad Gita but one became a martyr and the other a murderer

January 30 reminds us of the fact that even the holiest of texts can have subjective and differential meanings.

The sacred Indian verses of Shrimad Bhagavad Gita has been in the news for various reasons in recent months. Prime Minister Narendra Modi presented a copy of the Bhagavad Gita to United States President Barack Obama when he visited the White House last year and one to Emperor Akihito of Japan. He has declared that the Gita would be the gift that he would carry for all world leaders. More controversially, Union Minister Sushma Swaraj advocated that the Gita may be declared the national book of India. Most recently, the BJP government in Haryana declared its intention to teach the Gita as part of the school curriculum.

To say that religion and politics should not be mixed has not only become a cliché, but may be missing the point altogether. Many tall leaders found the reason for their political action in their religious faith. Mahatma Gandhi and Martin Luther King Jr are examples. President Obama mentioned in his town hall speech in Delhi last week that his faith strengthened him in his life. It is also true that many kings and emperors of the past used religious faith to justify killings and destruction.

Martyr and murderer

Many individuals and organisations advocate and indulge in violence today, and justify it on the basis of religious texts. January 30, the day Nathuram Godse killed Mahatma Gandhi, is the starkest reminder in the history of humankind of how the same text can be read differently. Both read the Bhagavad Gita. One became Gandhi. The other became Godse. One became a martyr. The other became a murderer. Jawaharlal Nehru, for whom the Gita was “a poem of crisis, of political and social crisis and, even more so, of crisis in the spirit of man,” wrote in the Discovery of India: “... the leaders of thought and action of the present day — Tilak, Aurobindo Ghose, Gandhi — have written on it, each giving his own interpretation. Gandhiji bases his firm belief in non-violence on it; others justify violence and warfare for a righteous cause ...”

What is curious is the fact that the two opposite interpretations of the Gita that Nehru refers to were responses to the same shared reality that their respective proponents encountered —  colonialism and Christianity. Two strikingly different responses emerge to the same situation. The divergence is evident from the debate between Gandhi and Bal Gangadhar Tilak. In 1920, Tilak wrote to Gandhi: “Politics is the game of worldly people and not of Sadhus, and instead of the maxim, ‘overcome anger by loving kindness, evil by good,’ as preached by Buddha, I prefer to rely on the maxim of Shri Krishna, ‘In whatsoever way any come to me, in that same way I grant them favour.’ That explains the whole difference.” Gandhi replied: “For me there is no conflict between the two texts quoted by the Lokamanya. The Buddhist text lays down an eternal principle. The text from the Bhagavad Gita shows to me how the eternal principle of conquering hate by love, untruth by truth can and must be applied.”

For Tilak, the Gita was a call for action, political and religious. He declared that the Gita sanctioned violence for unselfish and benevolent reasons. While Tilak’s interpretation of the Gita that he wrote while in prison inspired a generation of warriors against British colonialism, it also informed Hindutva politics. Godse used similar arguments to justify the killing of the Mahatma, and quoted from the book during his trial. For Gandhi, the Gita and all religious texts were not excuses for exclusion and bigotry, but inspiration for compassion and confluence. In The Bhagavad Gita According to Gandhi — incidentally, the book that Mr. Modi gifted Mr. Obama — the Father of the Nation wrote: “But there is nothing exclusive about the Gita which should make it a gospel only for the Brahmana or the Hindu. Having all the light and colour of the Indian atmosphere, it naturally must have the greatest fascination for the Hindu, but the central teaching should not have any the less appeal for a non-Hindu as the central teaching of the Bible or the Koran should not have any less appeal for a non-Christian or a non-Muslim.”

Challenged by Christian missionaries, Gandhi learned more about his own religion, but more importantly, he imbibed Christian values rather than rejecting them. “Gandhi integrated several aspects of Christianity in this brand of increasingly redefined Hinduism, particularly the idea of suffering love as exemplified in the image of crucifixion. The image haunted him all his life and became the source of some of his deepest passions. He wept before it when he visited Vatican in Rome in 1931; the bare walls of his Sevagram ashram made an exception in favour of it; Isaac Watts’s ‘When I behold the wondrous Cross,’ which offers a moving portrayal of Christ’s sorrow and sacrifice and ends with ‘love so amazing, so divine, demands my soul, my life, my all,’ was one of his favourite hymns...” Bhikhu Parekh writes. Gandhi was accused of being a ‘closet Christian’ and ridiculed as ‘Mohammad Gandhi’ by Hindu radicals.

Support for Godse’s reading

Godse’s reading of the Gita appears to gather more supporters in contemporary India. BJP MP Sakshi Maharaj knew what he was talking about when he praised Godse. Several individuals and organisations have become active in propagating the ideas of Godse. There is also a move to build a temple for him.

After gifting the Gita to the Japanese emperor, Mr. Modi wondered whether his act would irk secularists. The greatest of Indian secularists, Nehru, had this to say: “During the 2,500 years since it was written, Indian humanity has gone repeatedly through the processes of change and development and decay; but it has always found something living in the Gita...The message of the Gita is not sectarian or addressed to any particular school of thought. It is universal in its approach for everyone… ‘All paths lead to Me,’ it says.”

But then, it is all about reading it like Gandhi.