Qi Lu - Baidu, Inc.
Management
Let me take both questions. So first with regard to iQIYI business, and the content production and content cost question that you mentioned. First of all, let me reemphasize, iQIYI, their core competency. The team has done tremendous job over the years building up a core competency. The combination of content procurement, and content self-production, and this is very, very important. If you look at the past track record, there's open public statistic available for you to look at. iQIYI has been consistently procuring top-ranked video content, and also, iQIYI was able to show a strong track record of self-producing content. Overall, this is the key focus areas for the iQIYI management team. So continuing to strengthen the leadership positions in content procurement, and the content self-production, that's a very important part. The other part I would like to emphasize is, iQIYI, also has been driving lot of product innovations, particularly the personalized video feed recommendation product. It has been growing very, very strongly, and that product also has lot of monetization potential. So overall, we continue to have a strong confidence in iQIYI as the leading video entertainment platform for China, continue to drive strong growth and user engagement, and monetization. The second, with regard to using AI to improve the monetization for our core business, it's a great question. That's indeed one area we have strong potential, again, through a combination of AI technology and data. In AI technology, I believe, in the last call, I mentioned that, we've using deep learning, using better models to be able to harness more signals from our conversion data, and to improve the conversion rate for ad product. As we all know, search advertising economics is fundamental in conversion economics. As long as we keep improving conversions, we will be able to keep improving our ability to monetize, that's number one. Number two is the direction headed by our dynamic ads, which is our partners, our advertising partners are increasing willing to share their structured data, their product catalogs, and their user data by a combination of their structured data, by a combination of their user data. Again, we will be able to use AI technology to harness a more converging signals, more user interest. So, those are our core dimensions that would pay-off in both search advertising and in feed monetization. And third area is, as Mobile Baidu continues to grow through the twin-engine of feed and search, we'll be able to draw more budgets, more diversified ad budget, not just focused on performance ads, but increasingly brand advertising, and rich media advertising; through AI technology, we will also be able to offer new interactions as Herman mentioned, through face recognition, through AI. These are all key avenues for us to increase systematically, increase the yield of our ad platform over time; again, so the combination of AI and data assets.