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Microsoft Explains How Bing AI Chat Is So Fast (Prometheus)

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Microsoft’s Jordi Ribas, Corporate Vice President of Search & AI at Microsoft, put together a detailed blog post explaining the Prometheus technology and how Bing uses it to make Bing AI chat fast and current.

Note: The blog post actually goes into more than just Prometheus but I think most of you will find the Prometheus aspect more interesting but the whole blog post is worth a read.

Prometheus is part of Greek mythology and is known as the God of forethought and crafty counsel, a cultural hero, and a trickster figure in Greek mythology. But when it comes to search, it is more about how Bing is able to combine the up-to-date and comprehensive Bing Search index and ranking system, plus the answers results “with the creative reasoning capabilities of OpenAI’s most-advanced GPT models,” Jodi Ribas explained.

Prometheus leverages Bing and GPT to generate a set of internal queries iteratively through a component called Bing Orchestrator, I believe you can see this when you see Bing AI chat translate a long-winded question into a query.

I can be wrong, but I think this process is visible when Bing takes my query “why does bing call their ai chat technology prometheus and what does it do?” and then does the “[Searching for: bing ai chat technology prometheus]” in the screenshot below:

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Bing said this is “to provide an accurate and rich answer for the user query within the given conversation context. All within a matter of milliseconds.” Bing calls the answer Bing Chat returns the “Prometheus-generated answer.”

Jodi Ribas explains, “selecting the relevant internal queries and leveraging the respective Bing search results is a critical component of Prometheus, since it provides relevant and fresh information to the model, enabling it to answer recent questions and reducing inaccuracies – this method is called grounding. Put another way, the model reasons over the data provided by Bing and hence it’s grounded by Bing data, via the Bing Orchestrator. The diagram below illustrates how Prometheus works at a high level.”

Here is the diagram:

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And for sites that use IndexNow, the content can be fed into this system in seconds. Here is an example of a post I wrote last night and it showing up in Bing AI chat in minutes:

Fabrice Canel from Bing credited IndexNow:

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Then Prometheus can add relevant Bing search answers including weather, stock, sports, news, and so on, to the Chat answer. We’ve seen examples of this when Bing includes local packs or news boxes, and so on, directly in the Chat AI box. Prometheus basically embeds search result features in the AI chat box.

Such as this example:

And Bing credits Prometheus to the fact that it can show citations in the sentences in the Bing AI Chat answer, “so that users can easily click to access those sources and verify the information. Sending traffic to these sources is important for a healthy web ecosystem and remains one of our top Bing goals,” Jodi Ribas added.

It is an interesting blog post you probably want to read through.

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SEARCHENGINES

Daily Search Forum Recap: April 17, 2024

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Here is a recap of what happened in the search forums today, through the eyes of the Search Engine Roundtable and other search forums on the web.


The Google March core update still is causing volatility and it is deepening. Google may make changes to the crawl stats report in Search Console. Google Search Console now shows unused ownership tokens. Google Maps will drop the review drafts. Google Add added generative AI for image generate for Demand Gen campaigns. Google Search is testing more sitelinks designs.


Search Engine Roundtable Stories:


  • Deepening Google Core Ranking Volatility Hits Yesterday & Today


    I know we just reported on more volatility this Monday, possibly related to the Google March 2024 core update, but we are seeing even more volatility over the past 24 hours related to this update. This volatility shows deepening movement for those who were hit, which is incredibly sad in many cases.

  • Google Search Console Adds Unused Ownership Tokens


    Google Search Console has a new security feature under user and permission management to help you manage your unused ownership tokens. Basically, it helps you manage who has permissions to your Search Console profiles and who should not, maybe some legacy verifications.


  • Google: Should We Explain The Crawl Stats Report in Search Console


    Martin Splitt from Google posted a one-line question asking, “Should we do something to explain the crawl stats report in GSC?” This was posted on Mastodon, which has a small audience, but the responses were pretty good.

  • New Google Ads AI Generated Image Tool For Demand Gen Campaigns


    Google Ads announced that Demand Gen campaigns are getting generative AI tools to create image assets. This is rolling out to advertisers around the world in English with more languages to come later this year, Google said.


  • Google Tests Horizontal Lines For Sitelinks & People Also Ask


    Google Search is testing horizontal lines under the sitelinks and the people also ask elements in the search results. This is a long horizontal line that goes across the while search result snippet.

  • Google Maps No Longer Will Support Draft Reviews


    Google Maps will soon stop supporting drafting reviews for local business listings and Google Business Profiles. Google said that starting July 16, 2024, review drafts will no longer be supported.

  • Doogler In Google Play Area


    Some of you love photos of dogs, so here is another one of a Doogler, a Google dog, in a play area, at the Google office. This was shared by the Life at Google Twitter account.

Other Great Search Threads:

Search Engine Land Stories:

Other Great Search Stories:

Analytics

Industry & Business

Links & Content Marketing

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Local & Maps

Mobile & Voice

SEO

PPC

Search Features

Other Search

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Have feedback on this daily recap; let me know on Twitter @rustybrick or @seroundtable, on Threads, Mastodon and Bluesky and you can follow us on Facebook and on Google News and make sure to subscribe to the YouTube channel, Apple Podcasts, Spotify, Google Podcasts or just contact us the old fashion way.



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Daily Search Forum Recap: April 16, 2024

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Here is a recap of what happened in the search forums today, through the eyes of the Search Engine Roundtable and other search forums on the web.


Google will fight the site reputation abuse spam both algorithmically and with manual actions. Google is testing thumbs-up and down in product carousels. Google Ads similar product carousel is being tested. Google Search updated its image documentation. Google AdSense has a new ad format named ad intents.


Search Engine Roundtable Stories:


  • Google Will Fight Site Reputation Abuse Spam Both With Manual Actions & Algorithms


    Google’s new spam algorithm update also introduced new spam policies including the upcoming site reputation abuse policy that won’t go into effect until May 2024. Google has confirmed it will fight site reputation abuse spam using both manual actions (humans) and algorithms (machines).

  • Google Search Tests Thumbs Up/Down Buttons In Product Grid Results


    Google launched the style recommendations with thumbs up and down buttons not long ago after testing it in January. Now Google is showing this thumbs up and down buttons in the product grid search results, so Google can see what you like or dislike and then show you more products that you do like.

  • Google Ads “Similar Product” Carousel


    Google has a similar products section and carousel for Google Ads sponsored listings. We have seen similar products and similar shopping related results from the organic / free listings but now I am seeing examples of a search ad carousel for “similar products.”



  • Clarification: Google Search Supports Images Referenced From src Attribute


    Google has clarified in its image search help documentation that images are only extracted from the src attribute of img tags in Google Search. This is not new, but Google decided to update its documentation based on some questions it received about the topic.



  • Google AdSense New Ad Intents Formats – Links & Anchors In Content


    Google AdSense announced a new auto ads format named “Ad intents.” Ad intents places links and anchors showing organic search results with ads into existing text and pages on your site related to your content. Yea, it takes your content, and hyperlinks it to the Google search results.



  • 3-Wheel Tricycle At Google


    Google’s Ann Arbor office has this 3-wheel tricycle that some Googlers have used over the years to get around the office. This one looks like the hot pink Huffy brand. I spotted this recently on Instagram but the photo is from 2016.

Other Great Search Threads:

Search Engine Land Stories:

Other Great Search Stories:

Analytics

Industry & Business

Links & Content Marketing

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Local & Maps

Mobile & Voice

SEO

PPC

Search Features

Other Search

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Feedback:


Have feedback on this daily recap; let me know on Twitter @rustybrick or @seroundtable, on Threads, Mastodon and Bluesky and you can follow us on Facebook and on Google News and make sure to subscribe to the YouTube channel, Apple Podcasts, Spotify, Google Podcasts or just contact us the old fashion way.



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Daily Search Forum Recap: April 15, 2024

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Here is a recap of what happened in the search forums today, through the eyes of the Search Engine Roundtable and other search forums on the web.


There was more Google core update volatility over the weekend. Google defended its statements about forums ranking for almost everything. Google responded to The Verge’s printer article mocking its search results. Google AdSense publishers are seeing really big earnings drops. Google crawl budget is allocated on the hostname level. Google threatened California over its new proposed link tax bill with pulling investments and its news results from the state.


Search Engine Roundtable Stories:


  • Weekend Google Core Ranking Volatility Taxing Site Owners


    As I mentioned briefly in my Friday video recap, I was starting to see renewed chatter on Friday morning around more Google search ranking volatility. I spotted some renewed chatter that lead through Friday, into Saturday and today. So I figured I’d cover it and share some of what SEOs are saying over the weekend.

  • Google Responds To The Verge Mocking Its Search Rankings For Best Printer


    Nilay Patel, editor-in-chief of the Verge posted a new article with the intent to both rank for [best printer] in Google Search, as well as mock Google for how he can game Google’s search rankings using AI-generated content, while throwing in some affiliate links. Google’s John Mueller responded saying, “People seem to really enjoy it.”

  • Google Goes On Defensive On Its Search Quality & Forum Results Statements


    Recently, we covered some of Google’s rationale for ranking forums like Reddit and Quora so well in the Discussion and Forums box for many queries. Just a few days ago, we covered how I was sad to see Google ranking some dangerous and potentially harmful forum threads for health-related queries.

  • Google Threatens California: Tests Removing Links To Publishers & Pauses Investments


    On Friday, Google responded to a pending bill in the California state legislature, the California Journalism Preservation Act (CJPA), that would require Google to pay a link tax to publishers by testing removing links to California based publishers and pausing investments in news publishers within the state.



  • Google Crawl Budget Is Allocated By Hostname


    Google gives every hostname its own allocated crawl budget. So that means each domain, subdomain, etc has its own unique crawl budget.



  • Google AdSense Publishers Reporting Huge RPM Earnings Drops


    Many Google AdSense publishers have been reporting massive declines in their earnings and RPMs (page revenue per thousand impressions) since late February. This comes a couple of weeks after we reported the switch from CPC to CPM bidding in AdSense did not have a negative revenue result for publishers.



  • Google Android Figurine Display Case


    At the Google Chicago office they have dozens of Android figurines on display in this glass display case. I guess they all have a name and are labeled with details. I found this image on Instagram.

Other Great Search Threads:

Search Engine Land Stories:

Other Great Search Stories:

Analytics

Industry & Business

Links & Content Marketing

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Local & Maps

Mobile & Voice

SEO

PPC

Search Features

Other Search

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Feedback:


Have feedback on this daily recap; let me know on Twitter @rustybrick or @seroundtable, on Threads, Mastodon and Bluesky and you can follow us on Facebook and on Google News and make sure to subscribe to the YouTube channel, Apple Podcasts, Spotify, Google Podcasts or just contact us the old fashion way.



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