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

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Prometheus Bing Logo

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:

click for full size

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:

click for full size

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:

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.

Forum discussion at LinkedIn.



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Google Search Ranking Volatility Spiking October 10th

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Google Logo Rumbling

Can you believe it, it has been over a week since I reported on any Google Search ranking algorithm updates or volatility. Over the past 24-hours or so, the level of chatter have spiked, along with many of the third-party Google Search ranking tracking tools.

It seems we had another more significant shift in rankings in the Google Search results, although every day seems very volatile. But specifically, the 10th of October felt like more movement based on the signals I track.

To catch you up, the last time we reported on these changes was a pretty significant day on October 2nd which lasted a couple of days. The Google August 2024 core update started on August 15th and officially completed on September 3rd. But it was still super volatile the day after it completed and also weeks after it completed and it has not cooled.

We saw big signals on and around September 6th, September 10th or so and maybe around September 14th. We also saw movement around September 18th, last weekend and Septmeber 25th and September 28th or so. And yep, now, we are seeing another big spike in volatility and chatter starting around October 1st and 2nd.

So what are we seeing now?

Google Tracking Tools

You can see some of the tools starting to spike again over the past 24 hours:

SERPmetrics:

Serpmetrics

Advanced Web Rankings:

Advancedwebranking

Accuranker:

Accuranker

Wincher:

Wincher

Mozcast:

Mozcast

Semrush:

Semrush

Data For SEO:

Dataforseo

Cognitive SEO:

Cognitiveseo

Mangools:

Mangools

Algoroo:

Algoroo

SimilarWeb:

Similarweb

Sistrix:

Sistrix

SERPstat:

Serpstat

SEO Chatter

Here is some of the chatter from the SEO communities here and at WebmasterWorld over the past day or so:

USA and Canada traffic are becoming increasingly tamped down this October…today I’m -48% at 11:30am for both countries. The two have basically gone hand in hand for years, so I think it’s one big North American market where Google is concerned.

I’m also seeing big swings in top ranking terms from day to day now…I can lose 10%+ of my top-10 ranking terms in a day, and maybe the next day all right back again.

Something big is just starting again my end! YouTube videos pushed to the very top above literally everything and mad different desktop to mobile results, huge swings, nalways a clear sign somethings starting, anyone else?

My USA traffic was down 16% yesterday, and search was down 7%. But Canada, UK, France were all down yesterday and I am noticing a hard clamp on USA/Canada traffic this entire week. Having hurricane hysteria 24/7 doesn’t help though.

Traffic is down in the United States for me as well. I don’t know if it’s because of the hurricanes and the mass destruction in the southeast or because of recent Google update.

Yes I am seeing 10% today from last Thursday so something is going on either the southeast issues or update. I noticed my rankings stayed the same.

Traffic is down the toilet today but I see no real change in the rankings. Who even knows.

That is just some of the chatter.

What are you all seeing?

Forum discussion at WebmasterWorld.

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DOJ May Breakup Google, Ranking Volatility, Quick View Theft, Google Web Creator Event, Google Ads & More Search News

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DOJ May Breakup Google, Ranking Volatility, Quick View Theft, Google Web Creator Event, Google Ads & More Search News


For the original iTunes version, click here.

Google may be forced to breakup, the DOJ is leaning towards forcing that and more as a remedy to its monopoly ruling. This morning we are seeing a spike in Google Search ranking volatility. Google is testing quick view, where it just takes recipe blogger content and hosts it on its site. Google is hosting a web creator conversion event to appeal to publishers who got hit by its algorithms, Google launched ads in AI Overviews, new link format, AI organized search results and more. Google seems not to link HCU hit sites in the AI Overviews. Google spoke about what it means to have an unreachable robots.txt file. Google is testing verified labels also for retailers in the shopping and product view. Google Store ratings are rolling out to more countries. Google is testing a new list articles view for listicles. Google is testing people also are saying in short video format. Google is testing most mentioned places. Google Shopping tests researched with AI. Google is testing variations of sponsored labels for search ads. Google is showing competitor ads in your local business profile reviews. Google Merchant Center listings adds new certification markup. Google now lets you drag and drop your restaurant menu items in Google Business Profiles. Google added a negative keywords tab to Keyword Planner. Google Ads improved its sidebar navigation. Google may have 9,000 new ad campaigns made every second. Google Merchant Center added video generation and Amazon MCF integration. Bing is testing best list of carousels, which is dangerous. That was the search news this week at the Search Engine Roundtable.

Sponsored by Similarweb, the all-in-one- strategic SEO software. Get clarity of the SEO landscape through competitor analysis, keyword research, rank tracking, SERP insights and more. With industry-leading traffic and keyword data, based on real user journeys, Similarweb gives SEO professionals the whole picture so they can strategize smartly and drive sustainable business growth.

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Daily Search Forum Recap: October 11, 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.


We are seeing more signs of intense Google Search ranking volatility. Google is now showing sites hit by HCU or core updates in the AI Overview links/citations. Google Search is missing the video tab in search for some users. Google spoke about when your robots.txt is unavailable. Google added edit and delete buttons next to your reviews. Bing is testing “best list of” carousels in search. And I posted the SEO video recap this morning.


Tonight is Yom Kippur – which those who observe the holiday an easy and meaningful fast. Also, if I have upset anyone in any way with something I’ve posted here or said or written, I hope you can accept my apology. I will try to do better next year.

Search Engine Roundtable Stories:

Other Great Search Threads:

Search Engine Land Stories:

Other Great Search Stories:

Analytics

Industry & Business

Links & Content Marketing

Local & Maps

Mobile & Voice

SEO

PPC

Search Features

Other Search

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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