Search This Blog

Powered by Blogger.

Blog Archive

Labels

About Me

Showing posts with label Neuroscience. Show all posts

Here's How 'Alert Fatigue' Can Be Combated Using Neuroscience

 

Boaz Barzel, Field CTO at OX Security, recently conducted research with colleagues at OX Security and discovered that an average organisation had more than half a million alerts at any given time. More astonishing is that 95% to 98% of those alerts are not critical, and in many cases are not even issues that need to be addressed at all. 

This deluge has resulted in the alert fatigue issue, which jeopardises the foundations of our digital defence and is firmly entrenched in neuroscience. 

Security experts must constantly manage alerts. Veteran security practitioner Matt Johansen of Vulnerable U characterises the experience as follows: "You're generally clicking 'No, this is OK.'" 'No, this is OK' 99 times out of a hundred, and then, 'No, this is not OK.' And then this is going to be a very exciting and unique day." 

This creates a perilous scenario in which alerts keep coming, resulting in persistent pressure. According to Johansen, many security teams are understaffed, resulting in situations in which "even big, well-funded organisations" are "stretched really thin for this frontline role.”

Alert overload 

As the former director of the Gonda Multidisciplinary Brain Research Centre at Israel's Bar-Ilan University and the Cognitive Neuroscience Laboratory at Harvard Medical School and Massachusetts General Hospital, Professor Moshe Bar is regarded as one of the world's foremost cognitive neuroscientists. According to Bar, alert weariness is especially pernicious since it not only lowers productivity but also radically changes how professionals operate.

"When you limit the amount of resources we have," Bar notes, "it's not that we do less. We actually change the way we do things. … We become less creative. We become … exploitatory, we exploit familiar templates, familiar knowledge, and we resort to easier solutions.” 

The science driving this transformation is alarming. When neurones fire frequently during sustained attention activities, they produce what Bar refers to as "metabolic waste." With little recovery time, waste builds and we are unable to effectively clean it. What was the result? Degraded cognitive function and depleted neurotransmitters such as dopamine and serotonin, which regulate our reward systems and "reward" us for various activities, not just at work but in all aspects of our lives.

The path ahead

Alert fatigue poses a serious threat to security efficacy and is not only an operational issue. When security personnel are overburdened, Bar cautions, "you have someone narrow like this, stressed, and opts for the easiest solutions." The individual is different. 

Organisations can create more sustainable security operations that safeguard not only their digital assets but also the health and cognitive capacities of individuals who defend them by comprehending the neurological realities of human attention.

AI vs Human Intelligence: Who Is Leading The Pack?

 




Artificial intelligence (AI) has surged into nearly every facet of our lives, from diagnosing diseases to deciphering ancient texts. Yet, for all its prowess, AI still falls short when compared to the complexity of the human mind. Scientists are intrigued by the mystery of why humans excel over machines in various tasks, despite AI's rapid advancements.

Bridging The Gap

Xaq Pitkow, an associate professor at Carnegie Mellon University, highlights the disparity between artificial intelligence (AI) and human intellect. While AI thrives in predictive tasks driven by data analysis, the human brain outshines it in reasoning, creativity, and abstract thinking. Unlike AI's reliance on prediction algorithms, the human mind boasts adaptability across diverse problem-solving scenarios, drawing upon intricate neurological structures for memory, values, and sensory perception. Additionally, recent advancements in natural language processing and machine learning algorithms have empowered AI chatbots to emulate human-like interaction. These chatbots exhibit fluency, contextual understanding, and even personality traits, blurring the lines between man and machine, and creating the illusion of conversing with a real person.

Testing the Limits

In an effort to discern the boundaries of human intelligence, a new BBC series, "AI v the Mind," will pit AI tools against human experts in various cognitive tasks. From crafting jokes to mulling over moral quandaries, the series aims to showcase both the capabilities and limitations of AI in comparison to human intellect.

Human Input: A Crucial Component

While AI holds tremendous promise, it remains reliant on human guidance and oversight, particularly in ambiguous situations. Human intuition, creativity, and diverse experiences contribute invaluable insights that AI cannot replicate. While AI aids in processing data and identifying patterns, it lacks the depth of human intuition essential for nuanced decision-making.

The Future Nexus of AI and Human Intelligence

As we move forward, AI is poised to advance further, enhancing its ability to tackle an array of tasks. However, roles requiring human relationships, emotional intelligence, and complex decision-making— such as physicians, teachers, and business leaders— will continue to rely on human intellect. AI will augment human capabilities, improving productivity and efficiency across various fields.

Balancing Potential with Responsibility

Sam Altman, CEO of OpenAI, emphasises viewing AI as a tool to propel human intelligence rather than supplant it entirely. While AI may outperform humans in certain tasks, it cannot replicate the breadth of human creativity, social understanding, and general intelligence. Striking a balance between AI's potential and human ingenuity ensures a symbiotic relationship, attempting to turn over new possibilities while preserving the essence of human intellect.

In conclusion, as AI continues its rapid evolution, it accentuates the enduring importance of human intelligence. While AI powers efficiency and problem-solving in many domains, it cannot replicate the nuanced dimensions of human cognition. By embracing AI as a complement to human intellect, we can harness its full potential while preserving the extensive qualities that define human intelligence.