I RECENTLY gave a talk at the Communications ASEAN Summit in Kuala Lumpur. There I was, a tukang cerita (or storyteller) among techies, start-up founders and data evangelists. The message of the multiple speakers was loud and clear: Goodbye subjectivity, the 21st Century is the age of Big Data (i.e. the ability to process huge data sets - quintillions of bytes of information)
But is it really?
Last year, at the height of US elections, I was in Houston, Texas spending some time with the Vidanas, two Mexican-American brothers living in the suburbs of the oil-rich city. The two gun-loving conservatives were staunch Donald Trump supporters despite their Latino heritage. This was puzzling to me: the Orange One had threatened to build a wall and kick out people like them!
But after spending a few days with them, hanging around local taquerias (taco joints), marvelling at their little gun shop, speaking to their parents (and cousins and grandparents and so on), I got a sense of why they might look up to Trump.
Sitting in their backyard - where a drug dealer had left bullet holes in their fence - I could feel their frustration with the status quo, their desperation for change that no survey asking to rate their disappointment on a scale from 1 to 10 could really capture.
On polling day, The New York Times posted a prediction that there was an 85% chance for a Clinton victory. After weeks of speaking face-to-face with ordinary people from different walks of life all over the United States, I wasn’t so sure.
That night, while sitting in a hotel in semi-rural Michigan (as it happened, the epicentre of the pro-Trump wave), I had a sinking feeling that the “former” reality TV star would come out on top.
Much to my dismay, he did. The pundits were devastated and have probably not recovered from the blow.
In the end, a naïve reliance on data-alone failed us.
Don’t get me wrong: it’s important. GDP growth, inflation, unemployment rates, gross revenue—all these facts and figures form the backbone of any proper analysis.
But in a world drowning in data, knowing the numbers just isn’t enough.
Facebook collects information on every post you like, Google records every search you make and Instagram remembers every photo you uploaded. We sign away our privacy and allow Big Brother to know the minutiae of our lives, sometimes even more than our closest friends and family. This deluge of data has brought customized conveniences such as Apple’s Siri, but at what cost?
Recently, it was revealed that there was a massive leak of 46 million mobile users’ information in Malaysia, exposing home addresses, national identity card numbers and in some cases, medical records. Some have had unknown mobile numbers signed up on their behalf. The incident revealed the dark side of data—more information can mean more risk.
At the same time, we must be cautious of turning data into a fetish. The past few years have seen pollsters, riding on a wave of Big Data enthusiasm, rise to rock-star status within the political punditry circuit—only to be smacked in the face with their dead-wrong predictions.
Too many polls failed to see the ascendancy of Trump, Brexit and the emergence of ethno-nationalist movements across Europe.
In her book “Weapons of Math Destruction”, Harvard-trained mathematician Cathy O’Neil warns of the dangers of blind faith in big data. She argues that “objectivity” is a “marketing trick”, demonstrating that opaque algorithms riddled with faulty assumptions in fact reinforce human bias.
Sometimes, sticking to the data we know can trap us in history. After all, there is no data for new and untested ideas.
All this goes to show that data is not destiny.
But neither should we blindly follow our instincts.
Instead, human insight coupled with information is the way forward.
We need to be data-informed, not data-driven. There is a difference.
In September, a survey by research institute Social Weather Stations (SWS) reported a 15-point drop in Philippine President Rodrigo Duterte’s trust ratings. Opposition groups and the media were quick to jump on the bandwagon, heralding the end of the controversial leader’s “honeymoon”.
I flew to the Philippines and interviewed several Duterte supporters to see what had driven the change.
One of them was Manuel S. Abad, a 49-year-old sales manager living in Metro Manila. He acknowledged concerns about the casualties of the drug war, but ultimately remained firm on his support for the president.
“Duterte has brought tangible results, and my life has improved in very important ways since he took office. People can feel that.”
READ: In La Loma, Duterte's Still The Man
Days after the SWS survey, another study by rival firm Pulse Asia showed only a 1% drop in the president’s trust ratings—within the margin of error.
In the face of conflicting data, there’s no substitute for being on the ground.
The devil is in the details, and often, numbers can’t capture the nuances of human sentiment.
On surveys, voters are loath to reveal their inner conflict, and try to boil down complex feelings into simple dichotomies: Yes or No.
The space between “Yes” and “No” is where kings are made.
At the end of the day, data is like the words of any work of literature—you need to interpret them.
As much as the scientists among us wish for a world without biases, we are still human—and that means unpredictability.
And while sometimes I may grumble at the irrationality, the contradictions and the chaos that is human nature, at the end of the day, I wouldn’t change a thing.
Southeast Asia - and human beings - are all the more fascinating for it.
Karim Raslan
Mon Nov 27 2017
Manuel S Abad, 49, is an ardent supporter of President Rodrigo Duterte. - Karim Raslan Photo
Penstrukturan Akaun KWSP: Seimbangkan disiplin, fleksibiliti dalam pengurusan kewangan
Semua caruman selepas tarikh berkenaan akan diperuntukkan ke dalam akaun baharu mengikut pecahan iaitu sebanyak 75 peratus ke dalam Akaun Persaraan, 15 peratus Akaun Sejahtera dan 10 peratus Akaun Fleksibel. Bagaiman akaun yang distruktur kepada tiga akaun mampu membawa pengurusan kewangan yang lebih cekap?
Kerentanan Android TV menyebabkan akaun Gmail boleh dirampas
Sebuah kerentanan yang agak serius wujud membolehkan sesiapa sahaja mengakses akaun Gmail yang di log masuk ke TV.
Ipoh White Coffee disenarai ke-10 kopi terbaik dunia
Ipoh White Coffee menduduki tempat ke-10 dalam senarai 39 kopi terbaik di dunia yang diterbitkan laman web TasteAtlas pada 15 Mac lalu.
Tesla tawar potongan harga sehingga RM8,000
Tesla Model Y yang dijual bermula 20 Julai 2023 pada harga asal RM199,000 kini dijual pada harga RM191,000.
Lelaki parah kereta terbabas langgar pokok
Mangsa mengalami kecederaan parah di bahagian dada dan muka.
Prestasi mingguan FBM KLCI dan unjuran minggu depan
#NiagaAWANI bersama Ketua Strategi MIDF Research, Syed Muhammad Kifni Syed Kamaruddin bagi membincangkan mengenai prestasi mingguan FTSE Bursa Malaysia KLCI (FBM KLCI).
Kad Laporan MITI: Mudah cara pelaburan, fasilitasi perdagangan & pacu industri
Pengarah Institut Kajian Malaysia & Antarabangsa, UKM, Prof Dr Sufian Jusoh mengulas berkenaan kad laporan MITI yang memberi fokus kepada memudah cara pelaburan, fasilitasi perdagangan & memacu industri.
Harta intelek: Ada kesedaran tapi masih ada yang suka curi dan ciplak
Senario menciplak yang masih berleluasa berpunca daripada sikap masyarakat yang menyokong barangan ciplak.
AWANI Pagi: Tembusi Gerbang TVET Premier Negara dengan GMI
Diskusi bersama Ahmad Solihin Mohamed Yusoff, Ketua Pegawai Eksekutif (CEO) German-Malaysian Institute (GMI) dan dua alumni GMI, Muhammad Ashraff Mohamed Haniffah dan Raja Nur Athirah Raja Sharul Zaman, mengenai potensi pembelajaran dan kerjaya dalam TVET ditawarkan di GMI.
#AWANInews #AWANIPagi
#AWANInews #AWANIPagi
Bangun aplikasi penstriman digital TV di Ipoh seperti Netflix - Datuk Bandar
Idea itu kelak akan direalisasikan menerusi kerjasama MBI dan syarikat di bawah naungan Afdlin Shauki.
Apple dilapor kurangkan pengeluaran Vision Pro susulan permintaan rendah
Walaupun jualan pada awalnya amat memberangsangkan, momentum tidak berterusan kerana unit awal hanya dibeli oleh peminat paling tegar Apple.
Apple dilapor hentikan pengeluaran aksesori FineWoven kerana isu kualiti
FineWoven menggantikan aksesori kulit yang dilihat sebagai tidak lestari dan oleh itu tidak selari dengan sasaran syarikat yang ingin mengurangkan impak ke atas alam sekitar.
Apple dilapor sedang bangunkan model bahasa raya untuk peranti
Laporan berkenaan hal ini telah hadir beberapa kali sebelum ini, membuatkan Apple seperti kelihatan agak tertinggal dalam arena berkenaan.
Apple dijangka hadir dengan cip Apple M4 memfokuskan AI tahun ini
Apple dijangka memperkenalkan cip berkenaan pada tahun ini, melalui kemas kini untuk model iMac, MacBook Pro dan juga Mac Mini.
NC4 beri amaran ancaman serangan siber terhadap pengguna Apple
NC4 dalam satu kenyataan pada Jumaat berkata, kesan pencerobohan itu akan membawa kepada pencurian informasi serta kerugian kewangan.
Apple, Google lesenkan gambar dan video Shutterstock untuk latih AI
Selain imej dan gambar, lesen ini juga dikatakan turut meliputi pelesenan fail-fail muzik dan juga video.
Apple buang ratusan pekerja sebab projek dibatalkan
Kebanyakannya daripada projek kereta Apple yang dibatalkan, selain disebabkan pertimbangan semula projek pembangunan paparan mikro-LED.
Apple dilapor kaji pembangunan robot bantu tugasan di rumah
Namun, ia dijangka tidak akan dicapai pada dekad ini disebabkan oleh kesukaran pembangunannya.
Pasukan jurutera Apple Vision Pro dilapor beralih ke projek iPhone boleh lipat
Apple dikatakan merancang untuk melancarkan iPhone boleh lipat pada suku pertama tahun 2027.
Apple dijangka lancar iPad Pro, iPad Air baharu pada awal Mei 2024
Kedua-dua siri tablet terbaharu berkenaan dijangka hadir dengan kemas kini pada spesifikasi, dan akan dikuasakan cip Apple M.