Mikhail Parakhin @MParakhin Twitter profile

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@jeromepaulos

Mikhail Parakhin

@MParakhin

9 months

Folks, we know DALL-E 3.0 generation right now is taking longer than normal. We expected some strong interest, but we didn't expect THAT much, especially given it's a weekend. Bringing more GPUs in, will be better soon.

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Mikhail Parakhin

@MParakhin

9 months

Rolling out DALL-E 3 in Bing broadly - should be at a 100% by 8PM PST.

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Mikhail Parakhin

@MParakhin

4 months

After quite some work, GPT4-Turbo replaced GPT-4 in the Copilot free tier. Pro users can still choose the older model, if prefer (there is a toggle).

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Mikhail Parakhin

@MParakhin

1 year

A new feature we're starting to flight: inferring the market's probability of future stock prices from option prices. This is not done by any free consumer tool yet, I think. Note how earnings calls increase uncertainty.

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Mikhail Parakhin

@MParakhin

1 year

“If a machine is expected to be infallible, it cannot also be intelligent.” ― Alan Turing Have been reading his biography recently, I think only now we are starting to understand what he meant!

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Mikhail Parakhin

@MParakhin

2 months

In other news: I’m joining the advisory board for @perplexity_ai . @aravsrinivas , @denisyarats , and team have built a great product, I'm excited to help them innovate faster. Fun fact: I hired Denis 13 years ago as an IC engineer, now look at him :-)

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Mikhail Parakhin

@MParakhin

1 year

It's one small step for Bing Chat...

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Mikhail Parakhin

@MParakhin

1 year

If you are a lucky 10%er (like me :-)), you might see math actually formatted nicely. Coming soon to Bing Chat near you:

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Mikhail Parakhin

@MParakhin

7 months

Adding ability for Edge Copilot to use information in videos - on a flight.

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Mikhail Parakhin

@MParakhin

7 months

We shipped a new version of DALL-E 3 - lucky internal number PR13. 100% in prod - please try, tell us what you think.

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Mikhail Parakhin

@MParakhin

2 months

The most impressive and long-term impactful facet of GPT-4o is the two-way, streaming, interruptible, low-latency, full-duplex native speech. That is REALLY hard - possibly the first model that genuinely will be easier to talk to than type.

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Mikhail Parakhin

@MParakhin

2 months

I don't usually comment on model releases, but Phi-3 is genuinely good. I believe it is the best small model at the moment. Sebastien Bubeck, Weizhu Chen, Misha Bilenko and the team: phenomenal job, folks!

sob

@soldoutbudokan

2 months

@arankomatsuzaki 🤔🤔🤔

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Mikhail Parakhin

@MParakhin

1 year

OK, we have finally rolled out the Multimodal/Image understanding everywhere (well, almost - the rollout will fully be done tomorrow, but 99% today).

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Mikhail Parakhin

@MParakhin

1 year

@emollick @simonw Currently it reads from the beginning up to (by now fairly large) context size. Soon we will be releasing the sliding-window-like processing that would allow operations (summarization, etc.) even on book-size documents. By the way, doesn't have to be a PDF - any document.

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Mikhail Parakhin

@MParakhin

1 year

Many people don't realize it: you can analyze even your local documents, the ones not available on the web.

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Mikhail Parakhin

@MParakhin

1 year

Fun fact: internally, we are most excited about something majority of people find boring. Yesterday we released a completely reworked backend for inner monologue, reducing time to first token by ~25%, and, far more importantly, making latency more stable, reducing spikes:

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Mikhail Parakhin

@MParakhin

7 months

I know, I've been promising Code Interpreter for a while. We are flighting the first version and the full version (with the file upload) is close now, too.

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Mikhail Parakhin

@MParakhin

7 months

Something I'm super-excited about: Deep Search (aka "Search Harder"). You know how, when researching something complicated, you try several queries, read many documents? We make GPT-4 do it for you. Already flighting:

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Mikhail Parakhin

@MParakhin

1 year

OK, it took longer than we initially expected, but finally Bing Chat v96 is fully in production. Give it a try! Now, onto fully shipping the tri-toggle...

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Mikhail Parakhin

@MParakhin

1 year

Starting to ship Prompt v98 today: it is a two-stage process, by tomorrow you should see big reduction in the number of cases when Bing Chat refuses to create something (write code, for example). Then the second stage will be deployed, reducing disengagements.

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Mikhail Parakhin

@MParakhin

1 year

Another good news for Bing Chat: the large context in Creative Mode is shipped to a 100%. Finally! A perfect companion to the Edge production sidebar release. Quite a day, hah?

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Mikhail Parakhin

@MParakhin

1 year

Now almost everyone - 90% - should be seeing the Bing Chat Mode selector (the tri-toggle). I definitely prefer Creative, but Precise is also interesting - it's much more factual. See which one you like. The 10% who are still in the control group should start seeing it today.

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Mikhail Parakhin

@MParakhin

1 year

Folks, we are aware that Bing Image Creator is overly restrictive with sensitive queries, had to be on the safe side at launch. As we gather feedback, we will be gradually fixing those issues. And it should be fully coming to Bing Chat tomorrow, fingers crossed.

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Mikhail Parakhin

@MParakhin

1 year

Let's start unpacking the jumbo set of Bing Chat updates that started rolling out today and will continue for the next 2-3 days: - A new daily limit of 100 is in. Enjoy! - SERP queries no longer count towards the Chat limit. Query away! - Edge Sidebar limits are fixed

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Mikhail Parakhin

@MParakhin

1 year

@Teknium1 Sorry about that. We are trying to have faster responses: have two pathways in the model, run the fast one, check if the answer is good, if not - run the slower pathway. In this case it decided incorrectly that the additional wait is unwarranted :-( We'll fix it.

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Mikhail Parakhin

@MParakhin

7 months

This has been quite a year. I thought I'll share our Daily Active Users graph - thank you for using Bing Chat/Copilot!

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Mikhail Parakhin

@MParakhin

1 year

As promised, we shipped image generation in Bing Chat Creative mode today. I find this ability to keep tweaking the image quite addictive. Still not Ingrid Bergman, though :-)

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Mikhail Parakhin

@MParakhin

1 year

We know, we are experimenting with all the modes: Creative will get faster at the same quality, Balanced will get better at the same speed. I still claim Bing is clearly the overall best free package.

Ethan Mollick

@emollick

1 year

Here’s my effort to summarize the models available, including how people tend to mess up using them.

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Mikhail Parakhin

@MParakhin

1 year

In case you missed it: Bing Image Creator now supports multiple languages. Try it in Bing Chat Creative mode!

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Mikhail Parakhin

@MParakhin

1 year

We are trying this new tool on Edge sidebar: Bing Image Creator. The thesis is: generate the image and insert it right into whatever you happen to be editing. We have a pretty high usage bar for the icons there, if engagement is not stellar, we'll move it behind the plus sign.

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Mikhail Parakhin

@MParakhin

1 year

Our current thinking about Bing Chat modes: Balanced: best for the most common tasks, like search, maximum speed Creative: whenever you need to generate new content, longer output, more expressive, slower Precise: most factual, minimizing conjectures

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Mikhail Parakhin

@MParakhin

10 months

In case you think we were all kicking back, doing nothing over this Summer: this is our user Like ratio (% of 👍) on Bing Chat over time

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Mikhail Parakhin

@MParakhin

7 months

One more thing: we are also starting to flight the Notebook interface. Keep changing the prompt on the left, get results on the right. Easier to copy and work on the prompt. It also remembers the previous version, so you can ask to change something.

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Mikhail Parakhin

@MParakhin

1 year

@xlr8harder This angle of attack was a genuine surprise - Sydney was running in several markets for a year with no one complaining (literally zero negative feedback of this type). We were focusing on accuracy, RAI issues, security.

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Mikhail Parakhin

@MParakhin

1 year

The right way to ask Bing Chat anything related to your code, documents, any long context, really.

Meuterei

@sociology_nerd

1 year

@MParakhin Thank you for the explanation. I copy paste my entire code files + repo structure into one .py file and open it on browser. This way it has the whole code and the context. In the last 2 weeks I didn’t use chatgpt at all. You made an absolute beast. Bing chat <3

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Mikhail Parakhin

@MParakhin

9 months

Finished rolling out a pretty big update in our Precise mode of Bing Chat - no new features, just better answers. A few people noticed, in a "Creative has gotten worse - now even Precise is better" form, of course :-) Give it a try!

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Mikhail Parakhin

@MParakhin

1 year

Just increased the Bing limits to 6-60. Also, reports were correct, Search Answers were counting against the daily limits - it was an oversight, working with urgency to have that fixed, as well as relaxing the total limit to a 100.

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Mikhail Parakhin

@MParakhin

7 months

Another first: we are using the reverse Image Search to ground Image results for GPT4-V. Flighting already.

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Mikhail Parakhin

@MParakhin

6 months

@MarkSzili That is so true! Annoys the hell out of me, too. Pushing the team - we need to make Start menu great again.

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Mikhail Parakhin

@MParakhin

1 year

As promised, we continue relaxing the constraints! Accelerating Waitlist acceptance, too.

Yusuf Mehdi

@yusuf_i_mehdi

1 year

Bing Chat moving today to 10 chats per session / 120 total per day. Engineering making steady progress with quality of experience giving us confidence to expand the testing. Let us know how it's working for you!

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Mikhail Parakhin

@MParakhin

1 year

And finally it is there for everyone!

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Mikhail Parakhin

@MParakhin

1 year

Shipped another improvement in disengagement rate today for Bing Chat - reducing the most egregious category by more than 3x. More to come soon.

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Mikhail Parakhin

@MParakhin

1 year

A quick, but important update we are internally excited about: completely rewrote the voice SDK in both Bing apps (Android and iOS). Shipped now to a 100%. With native integration, it's much more reliable and lower latency. Still a LOT of work to do, though.

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Mikhail Parakhin

@MParakhin

11 months

OK, I have to admit: I am NOT a dark mode person. But so many people were asking for it, customer is always right.

Yusuf Mehdi

@yusuf_i_mehdi

11 months

This week’s Bing update includes Dark Mode! This has been one of Bing Chat’s most highly requested new features and we’re excited it’s now available on desktop! Welcome to the Darkside! 😊

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Mikhail Parakhin

@MParakhin

6 months

In Edge, you can search in two engines simultaneously: if Bing is your default and you click on the Search icon, you'll see, say, Google results (and vice versa). It will stay in sync and refresh with the new query. Have you ever tried it? Is this useful? Asking for a friend :-)

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Mikhail Parakhin

@MParakhin

1 year

Fun fact: DeepSpeed is also a part of our team. And if you like training models, you might want to know we just released DeepSpeed-Chat: RLHF support out of the box.

DeepSpeed

@MSFTDeepSpeed

1 year

Want to train 10B+ ChatGPT-style models on a single GPU and 100B+ on multi-GPUs systems? Introducing DeepSpeed-Chat, an easy (single script), fast, and low-cost solution for training high-quality ChatGPT-style models with RLHF, 15x faster than SoTA. Blog:

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Mikhail Parakhin

@MParakhin

1 year

Since multiple people reached out: yesterday's Bing Chat limit switching to 6 was a regression. We should be mostly back to the normal depth 8, total 120/day. Sorry about that! Seems to be holding up fine, hope to increase again soon.

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Mikhail Parakhin

@MParakhin

1 year

Easter, a good time for updates on the "Bing gives back" aspects: starting a flight where you will be able to redeem non-round amounts in gift cards (like $46 below), so you can redeem more often. If all goes well with the flight, plan to roll out in a couple of weeks.

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Mikhail Parakhin

@MParakhin

1 year

Main two improvements you should see are: - Significant reduction in cases where Bing refuses to reply for no apparent reason - Reduced instances of hallucination in answers

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Mikhail Parakhin

@MParakhin

5 months

We are continually improving Microsoft Copilot, testing a new version of the base model in a flight. Fun fact: its internal name is "Deucalion" (the son of Prometheus in Greek mythology).

Vitor de Lucca 🏳️‍🌈

@vitor_dlucca

5 months

@MParakhin was there improvements that shipped to Balanced mode? It seems the answers are now better and bigger... Ironically for this one was even better than Creative mode.

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Mikhail Parakhin

@MParakhin

1 month

@ns123abc I have known Yan for over 20 years now, he is one of the most active researchers I have ever met. Barlow Twins (Zbontar at al) is my personal favorite in the last 5 years.

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Mikhail Parakhin

@MParakhin

7 months

@emollick Microsoft Copilot/Bing Chat certainly does have inner monologue.

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Mikhail Parakhin

@MParakhin

1 year

Any of you folks played with the split screen feature yet? Any feedback? I find it quite useful on large monitors.

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Mikhail Parakhin

@MParakhin

11 months

Some people see this now :-)

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Mikhail Parakhin

@MParakhin

7 months

GPTs creation is probably separate, yes, but GPTs consumption is "Coming Soon".

Paul Couvert

@itsPaulAi

7 months

Many don't know if ChatGPT Plus is necessary. Copilot has almost all the features for free. You can use GPT-4, generate images with Dall-E 3, analyze images, and more. And no need to use Windows or Edge. Just go to copilot .microsoft .com Here's what's coming soon: - GPT-4

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Mikhail Parakhin

@MParakhin

6 months

It’s New Year, I’m asking all kinds of questions for my resolution list :-) Which UX framework in Windows should we invest more in?

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Mikhail Parakhin

@MParakhin

1 year

Continue unpacking: the new tagging system is in! Many users were on it yesterday already, but the rollout has fully finished overnight. You should see significant Bing Chat interaction improvements - we were flighting it at 10% for a while. Give it a try!

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Mikhail Parakhin

@MParakhin

1 year

Since there are still questions about it, re-tweeting here: Bing Chat is officially 15/150 everywhere. 15 turns each conversation, 150 queries a day.

Yusuf Mehdi

@yusuf_i_mehdi

1 year

Two updates: Bing Chat limits moving to 15 /150. Testing an optimization on “Balanced” mode to significantly improve perf resulting in shorter, quicker responses. Precise & Creative modes remain unchanged providing a diversity of experiences. Let us know what you think.

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Mikhail Parakhin

@MParakhin

1 year

Sorry for the "Something went wrong" error message that some of you may see on Bing Chat. It is caused by five main factors related to the increased load, we have fixes for three of them and mitigation of the other two. Please bear with us.

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Mikhail Parakhin

@MParakhin

1 year

@MrFantastic616 @bing @MSBing_Dev Yes, we need to release one last step in the backend infrastructure improvement before increasing the character limit. Current ETA is the last week of April.

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Mikhail Parakhin

@MParakhin

1 year

We are moving so fast - even Bing Chat itself can't keep up! Should be fixed later today, by the way:

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Mikhail Parakhin

@MParakhin

1 year

And new capabilities are added every day!

Ethan Mollick

@emollick

1 year

An overlooked aspect of AI that I try to point out to corporate leaders is that a vast pool of talent just came online as both competitors & collaborators Folks in 169 countries have GPT-4 for free via Bing Creative Mode. They can now write flawlessly, get code help, learn, etc.

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Mikhail Parakhin

@MParakhin

1 year

@vitor_dlucca :-) Another lucky 10%-er. We are running many optimization techniques now, hopefully will share the results soon.

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Mikhail Parakhin

@MParakhin

1 year

@xlr8harder It cannot run JavaScript, but all the Searches are done in real time - not cached. When it says "searching" - it is issuing a real query, looking at top results.

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Mikhail Parakhin

@MParakhin

11 months

@JenMsft OMG! In aggregate I wasted probably months of my life trying to catch the process to kill or change priority! @panos_panay , discoverability, my friend! We gotto show it in the UX somehow! Very well designed, by the way, unpauses on Ctrl release.

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Mikhail Parakhin

@MParakhin

4 months

For professional users and those who need longer context - finally fully shipped!

Jordi Ribas

@JordiRib1

4 months

Notebook is now shipped in , on both PC and mobile browser. It’s a new interface for crafting, improving, and revising your prompts without chat dialogue. Ideal when you need to iterate on a prompt to get the best result. It supports up to 18K characters.

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Mikhail Parakhin

@MParakhin

1 year

@emollick This is what I tried to explain previously: hallucinations = creativity. It tries to produce the highest probability continuation of the string using all the data at its disposal. Very often it is correct. Sometimes people have never produced continuations like this.

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Mikhail Parakhin

@MParakhin

1 year

People underestimate the impact on historical discoveries and interpretations: the real digital archaeology is here! I seriously plan to decipher Linear A with the next iteration of Bing Chat model.

Ethan Mollick

@emollick

1 year

Digital humanities is about to be wild. I pasted in the Catalog of Ships from the Iliad, and asked GPT with Code Interpreter to map the origins of the Greeks. With hiccups, it extracted solid information from the text, found modern locations & started building an interactive map

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Mikhail Parakhin

@MParakhin

7 months

@yusufemrepro @emollick We don't really know for sure how humans do it. Inner monologue in Bing first describes how it plans to solve the task, then calls several of ~100 internal plug-ins to get more data, then generates the response, then checks that response is reasonable.

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Mikhail Parakhin

@MParakhin

1 year

We have an issue on some Edge browser instances where the Sidepane can't read the content of the active Tab, even when all the permissions are given. Especially affecting the Dev version of Edge. Should be fixed today/tomorrow. Thank you for reporting! @Rexamir_ @atelicinvest

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Mikhail Parakhin

@MParakhin

1 year

A quick commercial break: we are offering a bug bounty program to find vulnerabilities with Bing. If you find something, please let us know through this program. We've already paid some people for bugs💵. Emoji is curtesy of Bing Chat :-)

Microsoft Bounty Programs | MSRC

Microsoft offers cash awards for finding and reporting certain types of vulnerabilities and exploitation techniques.

www.microsoft.com

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Mikhail Parakhin

@MParakhin

1 year

@DasfNYC @facan @bing @mikeindustries You would be surprised how many iterations on UI we had to do, so many concepts tried and discarded. I think this aspect might be under-appreciated.

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Mikhail Parakhin

@MParakhin

11 months

@nedjmi_ It is outperforming according to our measurements, too - unlike the raw GPT-4, Bing is using retrieval-augmented inference. Yes, we have that offering, it ends up pretty pricey, as it requires multiple model calls + Search calls, so far it’s been only used by a few companies.

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Mikhail Parakhin

@MParakhin

6 months

Smart kid! Windows PC is objectively the best for gaming. How would you play Rome Total War I otherwise:-)? Cyberpunk is the best on PC, too.

Jez

@JezCorden

6 months

This kid wanted a gaming PC instead of a PS5 😭😭

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Mikhail Parakhin

@MParakhin

1 year

@MrFantastic616 Woah. I have not seen that myself - I didn’t know we even have this ability. Let me find out what is going on.

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Mikhail Parakhin

@MParakhin

1 year

People might have noticed some latency increase yesterday, we were doing a big Waitlist push and the load-balancing system didn’t work as it should have. All good now, continuing the push!

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Mikhail Parakhin

@MParakhin

1 year

My personal highest so far on Microsoft Cashback (it was a vacation rental). Anyone did better?

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Mikhail Parakhin

@MParakhin

1 year

@emollick Nah, the real reason for this behavior is surprisingly simple and boring, related to the additional safety layer in image-enabled system :-(

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Mikhail Parakhin

@MParakhin

11 months

@artificialguybr All are coming, #2 we are doing something cooler (actual memory, flighting already), 1 and 3 should start flighting soon.

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Mikhail Parakhin

@MParakhin

6 months

"People are simply tired of hearing about "AI everything," as the tech is now spreading into nearly all fields and may be losing its novelty for casual users." Do you think they are right?

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Mikhail Parakhin

@MParakhin

1 year

And it is a prerequisite for the much-awaited "Prompt v96" (we iterated on prompts a lot :-) ). V96 is bringing changes in the tone of voice and relaxes some constraints. It is a pre-requisite for increasing the number-of-turns limit and should roll out today or tomorrow.

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Mikhail Parakhin

@MParakhin

1 year

@emollick Sorry about that. For LLM the context is "two people arguing" and then it continues propagating that, trying to come up with supporting arguments, just like most humans. The trick usually is to make it into a "teacher correcting student" conversation:

Mikhail Parakhin

@MParakhin

1 year

@maryjofoley We will make it easier over time. Right now the trick is to remember the language model is continuing the previous conversation. If it sees disagreement - it will continue to argue. So, adopt the tone of a teacher correcting a student. DOB is incorrect there, by the way :-)

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Mikhail Parakhin

@MParakhin

7 months

... and statistics

Aravind Srinivas

@AravSrinivas

7 months

For 5-shot, GPT-4 outperforms Gemini Ultra on MMLU

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Mikhail Parakhin

@MParakhin

1 year

@max77sabers @Teknium1 Our push is to try to bring the best user experience to everyone. It's not like we are holding back - the case above wasn't to save capacity, it was an attempt to speed up the Creative mode without regressing on quality. We are not perfect. Yet :-)

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Mikhail Parakhin

@MParakhin

1 year

@vaipier @bing Oh! That's what people meant. There were a few reports on this, we thought it was about scrolling within the chat and couldn't repro. OK, on it.

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Mikhail Parakhin

@MParakhin

1 year

@emollick You can clamp down on hallucinations - and it is super-boring. Answers "I don't know" all the time or only reads what is there in the Search results (also sometimes incorrect). What is missing is the tone of voice: it shouldn't sound so confident in those situations.

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Mikhail Parakhin

@MParakhin

1 year

To clarify, since some people asked: we have been testing different versions of the Bing Chat Mode selector (the tri-toggle) for the last few days. We have decided on the final version, which we expect to ship in the next couple of days.

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Mikhail Parakhin

@MParakhin

1 year

Ethan is clearly better at everything, my attempts are not as good, but still - isn't it kind of amazing?

Ethan Mollick

@emollick

1 year

New game with Bing's drawing feature. I ask it to describe to its "Bing Image Creator" classical paintings in as much detail as possible, but not using the names of the artist or the style, and see what comes out. Here is Monet, van Gogh, Rothko, Vermeer. Interesting results.

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Mikhail Parakhin

@MParakhin

7 months

@emollick It's more about people valuing speed more than many realize.

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Mikhail Parakhin

@MParakhin

9 months

@ASwisstone Measured in thousands of H100-equivalent

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Mikhail Parakhin

@MParakhin

5 months

I, of course, suggested we use “super”, like the short alias in the NetWare 3.11 days. They were all like: “What’s NetWare?” Kids these days… :-)

Windows Latest

@WindowsLatest

5 months

Windows 11 is getting native support for Sudo command, similar to sudo in macOS or Linux: #Windows11 The "superuser do" command, also known as Sudo, is being introduced to Windows 11 as a part of the developer settings. This feature will enable you to

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Mikhail Parakhin

@MParakhin

8 months

A quick poll to help in our capacity prioritization discussions. What would you prefer?

I want faster Bing Chat

1125

I want faster DALL-E 3.0

1048

75

4

94

Mikhail Parakhin

@MParakhin

5 months

My top 3 favorite features on Edge: - Copilot in the corner that can explain papers and answer questions - Dual-Search in Bing and Google simultaneously - Auto-applied coupons and additional Cashback on top of any other rebates What are yours?

Microsoft Edge

@MicrosoftEdge

5 months

crack the code with Copilot in sidebar 👨🏽‍💻

13

24

162

20

2

93

Mikhail Parakhin

@MParakhin

1 year

New book on experience with GPT-4 (the model, derivative of which powers Bing Chat) - few people spent more time interacting with it than Reid:

Reid Hoffman

@reidhoffman

1 year

I wrote a new book with @OpenAI ’s latest, most powerful large language model. It’s called Impromptu: Amplifying our Humanity through AI. This, as far as I know, is the first book written with GPT-4. Here’s how it all began…

622

690

3K

8

1

89

Mikhail Parakhin

@MParakhin

5 months

We need ideas how to popularize Workspaces. This is such a cool feature! I tried to explain it as "Kubernetes for browsers with Neutron built in" - didn't seem to resonate with people :-)

Microsoft Edge

@MicrosoftEdge

5 months

got shared work? share a workspace

6

16

127

9

6

89

Mikhail Parakhin

@MParakhin

10 months

@vitor_dlucca I think the question you should be asking is: are you lucky %er already or not yet :-)

12

4

89

Mikhail Parakhin

@MParakhin

1 year

@HenkPoley @xlr8harder Very similar, yes. Japan is our second most important market - no complaints of the type we see in the US. That's why it's important to improve the system together with people all over the world.

0

2

80

Mikhail Parakhin

@MParakhin

5 months

@thebookisclosed That's a good push. I'll have the team add it to the backlog.

8

3

82

Mikhail Parakhin

@MParakhin

1 year

@S_o_1_a_r @yusuf_i_mehdi @bing Your example is in Precise mode. Default is Balanced, it produces longer responses. Creative is longer still, but necessarily less factual.

4

0

79

Mikhail Parakhin

@MParakhin

1 year

@emollick Just use Bing! :-)

2

1

77