Shadowing Practice: How AI is helping brands identify consumer trends faster - Learn English Speaking with Video
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When you go grocery shopping, how do you decide which products to buy, especially when there's so much choice?
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Maybe it's how the product is packaged, or the ingredients, or maybe you've bought it before and it tastes great.
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Finding ways to attract consumers to packaged goods is the role of the global market research industry, worth an estimated $88 billion in 2024.
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The industry is expected to grow by By another $15 billion in the next four years, with artificial intelligences rise one of the major contributing factors.
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One company hoping to lead that disruption is AI palette.
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So AI palette helps the consumer package good companies to create products which their consumers will love.
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For example, a company wants to launch a new juice in a market like Thailand.
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Our platform will tell them what kind of juice they should launch,
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along with how they should position it so that it is successful in the market.
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And we do
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that using the power of artificial intelligence by analyzing the big data around food to identify what are the latest trends.
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Before co -founding AI Palette, Samsubra Gan Chowdhury worked in the fast -moving consumer goods industry
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and worked closely with some of the world's largest consumer packaged goods companies.
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The challenge that they always have is
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that consumer preferences are changing faster than ever before
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and they are not able to keep up or to understand and predict what will be popular say one year from now.
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That's when I first came across AI and machine learning.
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As I learned more about it, it became quite obvious to me that it's just a matter of time before AI impacts every industry.
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As AI development gathers pace, so does interest from investors.
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Venture capital firm 500
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Global invests in entrepreneurs who they believe are building game -changing companies.
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We caught up with them at Singapore Innovation Conference Switch.
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Younger entrepreneurs that we're investing in, companies are being rebuilt with AI in mind.
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It can, in an exponential fashion, reduce costs associated with day -to -day business activity
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that otherwise takes up a lot of time and requires a lot of people.
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One of the areas that we looked at was in the space of marketing, product design and creation, product research.
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Get to the market faster with more confidence that the product that you launch will be successful in the market.
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So today, for the companies to launch a product, it takes one to two years.
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And by the time they launch the product into the market, the consumer preferences would change significantly.
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Because the way it is done traditionally is by talking to a small sample of people, not only representative of that particular market.
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It only tells you the trends of today.
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AI Palette was founded in Singapore in 2018, and its AI platform has been up and running for the past four years.
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Its clients include major food and beverage brands Diageo, Nestle and PepsiCo, as well as Simrise,
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a company that works with brands to manufacture ingredients and products in taste, nutrition, health, scent and care.
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AI Palette knows very well the needs of companies like Simrise,
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so the platform, the capabilities are set up and established in the way
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that we would want to use them is very user -friendly.
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Data is pulled from many multiple different sources, so from social media, from online menus,
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from product data that is online, and this is something that's of a key need for a company like Simrise, that we're able to, let's say,
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easily synthesize what is happening in the marketplace and then interpret
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that and have an outcome that we can then present to our customers.
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consumer brand like Pringles they used our platform to understand the preferences for snacks across four different markets
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South Korea and Australia which are very matured and developed markets
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and then we have developing markets Thailand Indonesia
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so our AI helped them to understand flavor trends and this is
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that they launched quite a few products into the market
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AI palette has a three -pronged approach to its cross -sectional forecasting
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which includes 39 different factors to predict the future trajectory of a trend.
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So a trend would start in Sequoia, and it will come to Thailand, and that will go to Indonesia and Philippines.
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The other influences are in terms of like cross -category influence.
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So for example, like alcoholic beverages as a category takes a lot of inspiration from non -alcoholic beverages.
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And the final one is the generative AI, which helps us to create product concepts,
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incorporating the latest consumer trends and in a language which would resonate better with the consumers.
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What AI Pallet provides for us we could not do before, so it is something new.
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We still do traditional consumer research also.
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If the decision is a significant one, a large investment, we would also go back to the very same consumers and ask questions of them.
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Here in the labs behind me, we still have to taste the product because artificial intelligence cannot do that yet.
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Our job is not to replace the humans, but to make the lives of the humans better so
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that they can do their job faster and with a lot more confidence.
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The ground in AI is shifting very quickly.
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The technology advances at light speed with every few months that go by.
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This creates a lot of opportunities for startups to create
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because this uncertain ground is fertile for innovation but it also presents risks.
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We look at companies that are building resilient solutions.
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They're tackling big problems that no one is maybe looking at right now or have an innovative way to actually solve.
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So we think that ground is very, very right.
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It's often an overlooked area.
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So companies like AI Palette that take on a very specific sector, those are exactly the kind of companies that we like.
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Along with VC investors, AI Palette has had the backing of the Singapore government,
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which is committing more than three quarters of a billion dollars to AI development to strengthen its AI ecosystem.
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What they really loved was that we are trying to disrupt a very large and a traditional industry like the CPG industry.
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The companies are very traditional and there have not been much disruption.
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The plan is to expand into other types of CPGs, be it home care and also maybe pet care.
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We want to be synonymous with this particular category.
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Bu dersin kelimeleri ve konuşma notları
Bu konuşma dersi “How AI is helping brands identify consumer trends faster” videosuna dayanıyor. En çok tekrarlanan kelimeler: product, consumer, companies, palette, trend. Bu videoda gölgeleme çalışması için 54 cümle ve 1082 kelime var. Konuşma bölümü 6:34 sürüyor. Konuşmacı dakikada yaklaşık 165 kelimeyle, günlük konuşmaya yakın doğal bir hızda konuşuyor. Kelimelerin %83’i İngilizcede en sık kullanılan 3.000 kelime arasında; geri kalanına başlamadan önce bakmakta fayda var.
Bu videodaki önemli kelimeler
Videodan öğrenmeye değer 15 kelime, telaffuzu ve anlamıyla:
| Kelime | Telaffuz | Anlam |
|---|---|---|
| palette isim | /ˈpælɪt/ | palet |
| package isim | /ˈpæk.ɪd͡ʒ/ | paket |
| artificial sıfat | /ˌɑː.tɪˈfɪʃ.əl/ | yapay, suni |
| preference isim | /ˈpɹɛf(ə)ɹ(ə)ns/ | tercih |
| beverage isim | /ˈbɛv(ə)ɹɪd͡ʒ/ | içecek, meşrubat |
| juice isim | /d͡ʒuːs/ | meyve suyu |
| innovation isim | /ˌɪn.əˈveɪ.ʃən/ | inovasyon, yenilik |
| predict fiil | /pɹɪˈdɪkt/ | öngörmek, tahmin etmek |
| entrepreneur isim | /ˌɑn.tɹə.pɹəˈnɝ/ | atılımcı, girişimci |
| investor isim | /ɪnˈvɛs.tə(ɹ)/ | yatırımcı, sermayedar |
| alcoholic isim | /ˌæl.kəˈhɔ.lɪk/ | alkolik, ayyaş |
| ingredient isim | /ɪnˈɡɹiːdi.ənt/ | içerik, malzeme |
| disruption isim | /dɪsˈɹʌpʃən/ | inkıta, kesilme |
| establish fiil | /ɪˈstæb.lɪʃ/ | yerleştirmek |
| solve fiil | /sɒlv/ | çözmek, halletmek |
Duyacağınız deyimsel fiiller
| Kelime | Anlam |
|---|---|
| come across fiil | karşıdan karşıya geçmek |
Bu videodaki dil bilgisi
Konuşmacının en çok kullandığı yapılar, videodaki sözcüklerin aynısıyla:
| Yapı | Videoda |
|---|---|
| Edilgen yapı be + fiilin üçüncü hâli — kimin yaptığı değil, ne olduğu önemli | is packaged · is expected · was founded |
| Present perfect have/has + fiilin üçüncü hâli — geçmişte olan ama şimdi de önemli olan bir eylem | you've bought · has been · has had |
Dikkat edilecek telaffuzlar
Konuşmacı we're, they're, you've gibi kısaltılmış biçimleri 4 kez kullanıyor. Bunları duyduğunuz gibi kısa söyleyin.
- “th” sesleri: gather /ˈɡæðɚ/, strengthen /ˈstɹɛŋ(k)θən/, synthesize /ˈsɪnθəsaɪz/
- “sh” ve “zh” sesleri: artificial /ˌɑː.tɪˈfɪʃ.əl/, innovation /ˌɪn.əˈveɪ.ʃən/, disruption /dɪsˈɹʌpʃən/, establish /ɪˈstæb.lɪʃ/, inspiration /ˌɪn.spɪˈɹeɪ.ʃən/
- Uzun kelimeler — vurguyu doğru yere koyun: artificial /ˌɑː.tɪˈfɪʃ.əl/, innovation /ˌɪn.əˈveɪ.ʃən/, entrepreneur /ˌɑn.tɹə.pɹəˈnɝ/, alcoholic /ˌæl.kəˈhɔ.lɪk/, ingredient /ɪnˈɡɹiːdi.ənt/
Türkçe konuşanların zorlandığı sesler:
- Kelime başındaki ünsüz kümesi — araya ünlü eklemeyin: preference /ˈpɹɛf(ə)ɹ(ə)ns/, predict /pɹɪˈdɪkt/, nutrition /njuːˈtɹɪʃ.ən/, grocery /ˈɡɹəʊ.s(ə.)ɹi/, traditionally /tɹəˈdɪʃ.ə.nə.li/
- /æ/ — “e”den daha açık: palette /ˈpælɪt/, package /ˈpæk.ɪd͡ʒ/, alcoholic /ˌæl.kəˈhɔ.lɪk/, establish /ɪˈstæb.lɪʃ/, lab /læːb/
Bu videoyla nasıl çalışılır
- Videonun tamamını konuşmadan bir kez dinleyin ve bilmediğiniz kelimeleri not edin.
- 0,75× hızla başlayın, cümle cümle tekrar edin ve kolaylaşınca normal hıza dönün.
- Kendinizi kaydedin ve orijinaliyle karşılaştırın; palette, package, artificial gibi kelimelere özellikle dikkat edin.
Gölgeleme Tekniği Nedir?
Gölgeleme, başlangıçta profesyonel tercüman eğitimi için geliştirilen ve çok dilli Dr. Alexander Arguelles tarafından popüler hale getirilen, bilim destekli bir dil öğrenme tekniğidir. Yöntem basit ama güçlüdür: ana dili İngilizce olan bir sesi dinler ve hemen yüksek sesle tekrar edersiniz — konuşmacıyı 1-2 saniye gecikmeyle takip eden bir gölge gibi. Pasif dinleme veya dilbilgisi alıştırmalarının aksine, gölgeleme beyninizi ve ağız kaslarınızı gerçek konuşma kalıplarını eşzamanlı olarak işlemeye ve yeniden üretmeye zorlar. Araştırmalar, telaffuz doğruluğu, tonlama, ritim, bağlı konuşma, dinleme anlama ve konuşma akıcılığını önemli ölçüde geliştirdiğini göstermektedir — bu da onu IELTS Konuşma hazırlığı ve gerçek dünya İngilizce iletişimi için en etkili yöntemlerden biri yapar.