關於 year in search 2022 ，我們在網路上蒐集到這些相關的討論、資訊與評價

【You're the Apple in my AI】

Last year, Google's AI and search chief John Giannandrea made waves when he shared that he was stepping down from Google and stepping up for Apple instead as a direct report to Tim Cook. It looks like Apple has quite the strategy hiring from Google, as they recently announced that Ian Goodfellow, one of Google's AI experts, will be joining Apple to direct machine learning initiatives.

As the battle wages on between big companies to attract and retain the best AI talent, what does that mean for startups?

The World Economic Forum estimates that by 2022, 133 million jobs in artificial intelligence and machine learning will be created. Spending on AI will also rise from $12 million in 2017 to $57.6 billion by 2021. And many companies surveyed mentioned that Machine Learning / Artificial Intelligence would be their company' most significant data initiative for the next year.

What all these numbers mean is that the there's no shortage of talents but being able to recruit and retain is another story. As jobs change, people will still be needed so it's important to remember to hire for the right skills such as analytical thinking, verbal & written communication, design, decision-making, interpersonal skills, and global operating. It's important to prepare for a hybrid workplace where humans and AI can work together and there are many things that AI can't (currently) do.

Once you've established a good environment where AI can thrive, the next step is establishing an AI pipeline. Many organizations turn to universities and learning projects to find good talent. Another option is to build from within the organization. Many startups train their younger employees who have aptitude and are open to a learning environment to take on AI initiatives and work on projects with an AI mentor or expert who can teach them more.

There's no playbook for hiring and retaining great AI talent. However, if you start prepping early, you might be able to anticipate this upcoming wave. If not, you can always pull an Apple and hire from your competitors.

- By Natalie Feng Lin, Analyst.

❤️

MRT and public transportation update
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Like the many of you, I am very pleased with the operation of the Sg. Buloh Kajang (SBK) KVMRT Line. You see, I worked on the project as early as 2010, even before MRT Corp was established. I still remember the many people who protested against the project, the multiple naysayers, the haters, the porcupines, etc. Of course there were also many supporters. It is always satisfying to see a project that you worked on coming to fruition.
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The Sg. Buloh Kajang KVMRT Line (Line 1) is only one public transportation project. There are many more in the pipeline.
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The KVMRT Sg. Buloh - Serdang - Putrajaya (52 km, 36 stations) (Line 2) is now being constructed. It will be operational in 2022. It will be of great service to people in the Serdang - Putrajaya area and the city centre besides providing much needed interchange stations - with the SBK Line as well as the LRT and KTM Komuter.
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The KVMRT Circle Line (Line 3) is at the planning stage. This line will provided the much needed inter-line connectivity and will be mostly underground. It is expected to be operational in 2027.
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I understand the KVMRT will not stop at Line 3. Expect more lines.
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The construction of the LRT3 from Bandar Utama to Kelang is expected to start this year. This line is about 36km long and will have 25 stations. It will serve Petaling Jaya, Shah Alam and Kelang. It is expected to be operational by 2021.
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The KL - Singapore High Speed Rail will run at 300 km/hr, will have 7 stations and can take you from KL to SIngapore in 90 minutes. It is expected to be operational in 2026 (why so slow... because too much protocol. If it was entirely within Malaysia, it would be completed faster.
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The East Coast Rail Link Phase 1 from Wakaf Bahru to Gombak will be about 600 km and will have 23 stations - catering for passengers and freight. This is a real game changer for the East Coast - serving many cities in Kelantan, Terengganu and Pahang. Construction is expected this year and will be completed by 2024.
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The East Coast Rail Link Phase 2 from Gombak to Port Klang is currently at the planning stage. It will go from Gombak to Serendah and thereon to Port Klang. It will play a major role in transporting freight efficiently and avoiding congestion at KL Sentral (at the moment, all freight from north or south must go through KL Sentral before going to Port Klang - causing substantial congestion at the central station). (keretapi pun ada traffik jam)
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The KTM Komuter Line from Subang Jaya to Subang Airport (8 km) is nearing completion. This is provide a public transport alternative to Subang Airport which is being positioned as a regional aviation centre.
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The KL – Kelang Bus Rapid Transit which is expected to roughly follow the Federal Highway is currently at the planning stage.
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Some of the recently completed public transportation projects including the extension of the LRT Kelana Jaya and Ampang line, expansion and upgrading of the KTM Komuter lines and the Sunway Bus Rapid Transit. There may be other projects – you go and look for the info yourself.
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The government, I believe, is also looking seriously into public transportation in other cities - particularly Johor Bahru, Georgetown, Kuching and Kota Kinabalu which are experiencing serious traffic congestion. The Penang State government is currently at the planning stages of the Bayan Lepas LRT. The Gemas to JB KTM double tracking project will start soon.
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Just to let you know that I have been working on most of the above projects. BTW, all the above info is publicly available - if you care to search.
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I like public transportation because, like education, it is a great social equaliser. It enables people from all walks of life to be more productive, compete more fairly and gives them better access to economic opportunities. Without effective public transportation, the poor often end up wasting a lot of their time waiting for the never-arriving buses, get stuck in horrendous congestion or waste a large part of their income paying for transportation.
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With efficient public transportation, the poor, the middle class, the millionaire next door, you and I can all reach a destination in the same time. Good public transportation evens out part of the playing field. It vastly improves the quality of life of a large part of the population. Good public transportation allows people to spend more time with their families and friends instead of being stuck in traffic. Good public transportation allows people to be more productive.
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#jomnaikMRT
#publictransportation
#Kajangmove
#savetheporcupines