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When To Use AI Vs. Human Judgment: A Framework For Tech Leaders
When To Use AI Vs. Human Judgment: A Framework For Tech Leaders

Forbes

timea day ago

  • Business
  • Forbes

When To Use AI Vs. Human Judgment: A Framework For Tech Leaders

Haider Ali is the CTO of WebFoundr, delivering fully managed digital services with expertise in AI, cloud infrastructure and cybersecurity. Today, artificial intelligence (AI) use is ubiquitous: Phone users utilize AI for scheduling appointments, kids engage with AI to generate images for a school project and business owners leverage automation tools for new efficiencies. A recent McKinsey poll indicates that AI is being used in 78% of organizations in some form or another. But although AI excels at scale, speed and data, human judgment still plays an irreplaceable role. The problem is that adoption isn't the same as alignment. Tech leaders must figure out when to capitalize on AI and when to rely on human judgment for innovation and ingenuity. The benefits of AI are still being discovered, but clear guidance on setting boundaries using human oversight is equally crucial to shaping business futures. The goal of this article is to provide a proactive framework that enables tech leaders and business owners to understand when to utilize AI and when not to. The Strengths Of AI AI is exceptionally successful at standard pattern recognition. It's leveraged by industries ranging from healthcare to financial securities. As long as the data being fed into the AI is clean and structured, cybersecurity, diagnostics, communication, marketing and a wealth of other tools are optimized. The trick is setting repetitive or rule-based tasks rather than creating concept-based parameters. The 2023 reported fraud losses by consumers reached around $10 billion (a 14% increase from 2022). Those numbers are only higher when considering businesses. Although AI can implement advances in fraud detection, prevention and security threats, it must have clean data and complex implementation driven by human insights. The systems must be trained using human knowledge. And, thus, a continuous cycle occurs: AI is fed clean, usable data to protect core systems better and complete tasks efficiently. As a result, predictive analytics grows based on structured data. Humans can direct this data and utilize the analytics for a broad spectrum of advantages, such as fraud detection, A/B testing and proactive maintenance. The Limits Of AI We must remember AI isn't a human mind. It acts as a mirror, utilizing data provided by technicians and experts. Whenever that information is incomplete or not put in proper context, the results are often flawed. Gender bias was a significant problem of AI-enabled hiring systems from 2018 to 2020. A recent article in ScienceDirect demonstrates how the same bias has infiltrated AI systems like ChatGPT. The social prejudices of the developers and data bleed into the AI structures implemented across modern businesses. Systems can't (currently) provide context to any task requiring empathy, creativity or social nuance. That's a benefit in some regards with big data analysis, but not so much when a patient is in their sickbed or an office manager needs to hire team members. Whenever AI encounters fragile social shifts or massive geopolitical changes, it can't adapt as well as humans. The irreplaceable human mind is required because of its understanding of ethics, empathy and adaptability. The Human Judgment Advantage There's a strong argument for the mass integration of AI into business processes. It can save an organization money and time by improving inefficient systems and decision making. However, humans must remain at the heart of consequential decisions to ensure responsibility. Human decision making includes context, experience and moral reasoning. That gets around any concerns over the interpretation of ambiguous inputs or datasets. Intuition and values must guide choices as leaders address unpredictable environments. A customer service agent can't apologize for a bad client-facing outcome by saying, 'It's the AI's fault.' Accountability must be present from the top down, with real human beings engaging in honest conversations to drive better outcomes. Around 80% of C-suite executives think that AI will create a cultural shift where teams become more innovative. These tools must be used to augment capabilities, not replace human oversight in critical decisions, especially when public trust is at stake. A Simple Framework: 'AIM' Given these concerns, a framework is required to strike a balance between the benefits of AI and the fair use of human leadership and oversight. One such structure is known as AIM. It provides the following adaptable framework: • Automate repetitive tasks through rule-based systems concerning big data resources (e.g., filtering spam, flagging anomalies and processing invoices). • Involve humans in AI-assisted decisions. In other words, AI provides recommendations but humans make the final call (e.g., AI-assisted diagnostics, fraud alerts and investment recommendations). • Manually manage any decisions surrounding ethics, empathy and brand perception so that 'gray zones' (e.g., employee terminations, product recalls and customer escalations) fully involve human tone and context. The AIM framework isn't rigid for a reason. It can evolve with context and still provide a functional lens for leaders to evaluate how AI can be integrated by task rather than by overarching consequence. Takeaway AI isn't going away. But that doesn't mean trusting AI blindly when it comes to making leadership decisions or engaging in broad thinking. It's better to consider AI adoption a collaborative process instead of a full handoff. AI brings benefits, but humans need oversight to ensure the direction and fed data meet any proposed challenge. The future isn't AI vs. humans. It's one where AI is used alongside wise human judgment. Forbes Technology Council is an invitation-only community for world-class CIOs, CTOs and technology executives. Do I qualify?

Karnataka Beary Sahitya Academy to confer its honorary award for 2024 to three achievers
Karnataka Beary Sahitya Academy to confer its honorary award for 2024 to three achievers

The Hindu

time2 days ago

  • Entertainment
  • The Hindu

Karnataka Beary Sahitya Academy to confer its honorary award for 2024 to three achievers

Karnataka Beary Sahitya Academy, Mangaluru has chosen Maksood Ahmed of Bengaluru, Haider Ali of Katipalla and P.M. Hasanabba of Moodbidri for its honorary award for 2024. Mr. Ahmed, a native of Mulki, is a former president of the Beary's Welfare Association, Bengaluru, and a former member of the academy. He was selected under 'Beary language and organisation category.' Mr. Ali who was selected under 'literature' category is a Beary poet. Mr. Hasanabba, who is a singer was selected for his contribution to Beary culture and art, a release from the academy said on Wednesday. The award which carried ₹50,000 in purse and a citation will be presented at a function in Mysuru on August 10. A selection committee formed by the academy selected the trio for the award.

IAMM preps 'More Than A Day As A Tiger' exhibition on Tipu Sultan's legacy
IAMM preps 'More Than A Day As A Tiger' exhibition on Tipu Sultan's legacy

The Star

time28-06-2025

  • Entertainment
  • The Star

IAMM preps 'More Than A Day As A Tiger' exhibition on Tipu Sultan's legacy

Islamic Arts Museum Malaysia's 'More Than A Day As A Tiger' exhibition, opening Aug 6, will showcase nearly 100 rare artefacts from its collection spotlighting the legacy of Haider Ali and Tipu Sultan of Mysore, India. Photo: The Star/Izzrafiq Alias This August, the Islamic Arts Museum Malaysia (IAMM) in Kuala Lumpur unveils More Than A Day As A Tiger: The Legacy Of Haider Ali And Tipu Sultan Of Mysore — a major exhibition honouring two of 18th-century South Asia's most formidable figures. Running from Aug 6 to Jan 15, 2026, at IAMM's Special Gallery 2, the show features exhibits drawn entirely from IAMM's extensive collection. More Than A Day As A Tiger casts the spotlight on Haider Ali and his son Tipu Sultan, legendary rulers of Mysore whose defiance against British colonial power continues to echo through time. Through a display of nearly 100 artefacts and rare historical records, the exhibition will highlight their lasting legacy, remarkable military leadership, and cultural influence during a transformative era marked by resistance, resilience, and reform. Among the highlights: a gold tiger-head finial from Tipu Sultan's 18th-century throne, set with diamonds, emeralds, and rubies. Photo: IAMM 'Even though the reigns of Haider Ali and Tipu Sultan lasted for less than 40 years, they made an indelible mark on the history of Britain and the Indian Subcontinent," outlines the exhibition notes. Tipu Sultan, famously dubbed the "Tiger of Mysore" by the British, became a powerful symbol of resistance when he fell defending his capital, Srirangapatna, in 1799. His death marked the collapse of Mysore and the triumph of the British East India Company, which looted his palace, weapons, court paintings and treasures. A priceless tiger-head finial, believed to be part of Tipu Sultan's legendary gold throne, is one of the exhibition's main highlights, alongside a flintlock blunderbuss (acquired by IAMM in 2005), which is lavishly decorated with bubri (tiger stripe) motifs and gold inlay. The historic weapon, manufactured at one of Tipu Sultan's armouries located in Patan (Srirangapatna), India by a local gunsmith around 1797, also bears a Persian inscription – a poem that extols its formidable power. The exhibits include an embroidered quiver and arm guards, a matching belt, and seven decorated arrows from 18th-century Mysore. Photo: IAMM IAMM's Tipu Sultan collection also includes an array of other weapons, including sporting guns, pistols and cannons. The exhibition also explores the symbolic use of the tiger across Tipu Sultan's military and personal belongings – from bubri-patterned swords and hilts to embroidered archery gear and quilted helmets. 'These artefacts will appear alongside archival documents, paintings, engravings, coins and much more. This collection testifies to the bravery of Tipu Sultan, who was famously associated with the quote, 'It is better to live like a tiger for a day, than to live like a jackal for 100 years,'' highlights the curatorial text. For history enthusiasts and curious minds, the exhibition offers a rare glimpse into a chapter that connects the Islamic world with South-East Asia's colonial past. More Than A Day As A Tiger marks IAMM's second major exhibition of the year, following the recently concluded Oceans That Speak: Islam And The Emergence Of The Malay World, which examined the historical and cultural impact of maritime trade on the spread of Islam and the shaping of the Malay world. A series of public programmes and activities will accompany IAMM's upcoming exhibition, offering visitors deeper insight into the legacy of Haider Ali and Tipu Sultan.

36 sportspersons receive cash awards from PSB
36 sportspersons receive cash awards from PSB

Express Tribune

time27-06-2025

  • Sport
  • Express Tribune

36 sportspersons receive cash awards from PSB

RECOGNITION AT LAST: Prolific Special Olympics athlete Haider Ali receives Rs 5 million award from Advisor to PM on Inter-Provincial Coordination, Rana Sanaullah Khan. Federal Secretary Mohiuddin Wani and Director General PSB Muhammad Yasir Pirzada are also seen on the occasion. PHOTO: PSB In a prestigious ceremony held late on Wednesday, the Pakistan Sports Board (PSB) paid tribute to a number of national heroes who did the country proud through their outstanding performances in international competitions and events. Advisor to the Prime Minister on Inter-Provincial Coordination, Rana Sanaullah Khan, graced the event along with Federal Secretary Mohiuddin Wani and Director General PSB Muhammad Yasir Pirzada. A total of Rs. 8.2 million in cash awards was distributed among 36 athletes who excelled in various global events. Among the recipients, Haider Ali, the Paralympic champion, stood out with a PKR 5 million cash award in recognition of his bronze medal win at the 2024 Paralympic Games in Paris. Javelin thrower Arshad Nadeem received Rs. 2 million for winning the gold medal at the Asian Championship, while his coach Salman Iqbal Butt received Rs. 600,000. In snooker, Muhammad Asif was awarded Rs. 500,000 for winning a gold medal at the SAARC Snooker Championship, Ahsan Ramzan was awarded Rs. 500,000 for securing a bronze medal in the U-21 Asian Championship, and Muhammad Naseem Akhtar received Rs. 100,000 for his bronze medal in the same event. In table tennis, Abdal Muhammad Khan received Rs. 250,000 for his silver medal in the U-15 singles category while he and Zunaira Khan received Rs. 187,500 each for their silver medal in the U-15 mixed doubles event. For the U-15 boys' doubles and U-15/U-19 team events, Abdal and his teammates - Noor Khan, Taha Bilal, Abu Huraira, Attaul Manan, and Moosa Asif - were awarded Rs. 75,000 each. Special Olympics athletes were also honored for their performances in the World Winter Games. Abdul Saboor Ahmad received Rs. 250,000 for a gold medal in the 400m Snowshoeing event and Rs. 100,000 for a bronze in the 200m event. Muhammad Afaq Khan and Muhammad Moazzam Iqbal were awarded Rs. 250,000 each for gold in their respective events, while Muneeb ur Rehman was honored with Rs. 250,000 for each of his gold medals in 50m and 100m Cross Country Skiing. Relay team members - Abdul Saboor, Afaq, Moazzam, and Ali Raza - were each given Rs. 150,000, as were Minahil, Raveena Qurban, Iqra Akram, Shah Galoon Hayat, and Tabassum for their team contributions. As part of the federation grants phase, the PSB awarded Rs. 63.9 million to 22 national sports federations under annual and special grant categories. The Athletics Federation of Pakistan received Rs. 10 million, Alpine Club of Pakistan was given Rs. 2.1 million, and Pakistan Badminton Federation was awarded Rs. 1.1 million. The Pakistan Bodybuilding Federation received Rs. 2.5 million, and the Pakistan Handball Federation was provided a special grant of Rs. 5 million. Further allocations included Rs. 1 million to Pakistan Judo Federation, Rs. 2 million to Pakistan Ju-Jitsu Federation, and Rs. 3 million to Pakistan Karate Federation. The Pakistan Kabaddi Federation received Rs. 3 million, and the National Rifle Association was allocated Rs. 7 million (including Rs. 2 million as annual and Rs. 5 million as special grant). Pakistan Rugby Union was given Rs. 1.1 million, Winter Sports Federation Pakistan received Rs. 2 million, and the Pakistan Sailing Federation received Rs. 1 million. Pakistan Squash Federation was allocated Rs. 5 million, Pakistan Swimming Federation and Pakistan Table Tennis Federation were each granted Rs. 2.25 million, Pakistan Taekwondo Federation received Rs. 1.1 million, and Pakistan Tennis Federation got Rs. 1 million. The Pakistan Tenpin Bowling Federation received Rs. 2.5 million, while the Pakistan Volleyball Federation and Pakistan Wrestling Federation were awarded Rs. 5 million and Rs. 3 million, respectively. The Pakistan Wushu Federation received Rs. 1 million. In total, the Pakistan Sports Board disbursed Rs. 32.9 million in annual grants and Rs. 31 million in special grants, reflecting the government's commitment to supporting national sports, rewarding athletes, and strengthening the country's sports infrastructure through consistent financial assistance.

Middlesbrough man's jail term increased for rape of two women
Middlesbrough man's jail term increased for rape of two women

BBC News

time17-06-2025

  • BBC News

Middlesbrough man's jail term increased for rape of two women

A student who raped two women in separate attacks within an hour of each other has had his prison sentence increased by the Court of Ali, 31, who lived in Middlesbrough, will now serve 15 years in prison after judges found his original 10-year sentence was "too lenient".Ali raped the two women in separate late night attacks in Stockton last September, with Lord Justice Popplewell describing them as "lengthy ordeals that brought degradation and humiliation and caused the women severe psychological harm".Helen, one of the women attacked, said she thought the original sentence was a "disgrace and an absolute joke". She said it was barely a punishment for the horrendous violence he had inflicted on two innocent women."It's absolutely terrible. It was far too lenient," Helen said. Cleveland Police praised the two women's "bravery and courage" for reporting the attacks and helping bring Ali to justice. Ali was a computer games student at Teesside University when he attacked both women by the side of a derelict building, near Yarm Road, at about midnight on 7 initially denied the charges, claiming the sex was consensual, but was convicted following a trial at Teesside Crown case was referred to the Court of Appeal under the unduly lenient sentencing scheme. Follow BBC Tees on X, Facebook, Nextdoor and Instagram.

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