bnew

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1/33
@GoogleDeepMind
Deep Think in 2.5 Pro has landed. 🤯

It’s a new enhanced reasoning mode using our research in parallel thinking techniques - meaning it explores multiple hypotheses before responding.

This enables it to handle incredibly complex math and coding problems more effectively.



2/33
@GoogleDeepMind
2.5 Pro Deep Think gets an impressive score on 2025 USAMO, currently one of the hardest math benchmarks.

It also leads on LiveCodeBench, a difficult benchmark for competition-level coding, and scores 84.0% on MMMU, which tests multimodal reasoning. /search?q=#GoogleIO



GraMnTRbAAApbYD.jpg


3/33
@GoogleDeepMind
To gather feedback, we’re making it available to a set of safety experts - and over the coming weeks, we’ll share it with trusted testers via the Gemini API. Find out more → Gemini 2.5: Our most intelligent models are getting even better



4/33
@StockJanitor
at the highest capacity, which one is better? grok or deep think?



5/33
@JuliansBacke
Parallell thinking is when the ai surpass humans bigly. It's really the Doctor Strange moment.. Explored 20.000.000 different universes - picked the best one



6/33
@RijnHartman
It hasnt landed tho has it? will only be available at a later stage



7/33
@vedu023
So... Google’s winning



8/33
@Ace_Eys5
GIMMMIEEEE



9/33
@EmanueleUngaro_
lfg getting replaced soon



10/33
@dvyio
I daren't look for the price. 🫣



11/33
@poyraz_dr
When can we expect Gemini 2.5 Pro Deep Think to be available for regular users?



12/33
@jack8lau
Can’t wait to test how it improves coding accuracy and math reasoning in real scenarios.



13/33
@shank_AI
Can’t wait to try it out



14/33
@ShaunMooreUK
Quantum Thought



15/33
@petrusenko_max
when's the public release, can't wait to try it out



16/33
@doomgpt
parallel thinking, huh? sounds like a fancy way to say 'let's overthink everything until we confuse ourselves.' good luck with that, google. 🤔



17/33
@simranrambles
beautiful, can't wait



18/33
@aleksandr_13661
Вот это круто 👍



19/33
@pratikclick
Cooked



20/33
@HCSolakoglu
How can we apply for this?



21/33
@s_ruch0
I was using Cursor with Gemini 2.5 Pro and noted it has different Planning texts, honestly it sucks now! It thinks a lot and it easily lost the focus of the implementation...



22/33
@rmansueli
I just want to force more than one function call on the API.



23/33
@kingdavidyonko
I predicted this in late March (check my account). This will enable AI models to think in 3D, making them practical for geometric problems, which often lack clear solution paths like other mathematical concepts. AI must view problems from all angles with spatial awareness.



24/33
@0xKaldalis
mcts here we come



25/33
@_florianmai
Publish a paper or I won't believe that this is any more sophisticated than majority voting.



26/33
@_a1_b1_c1
Still cannot do basic problems



27/33
@noway_news
Waiting for Pro Max Deeper Thinking 2026 V3.5



28/33
@PromptPilot
Parallel thinking is a game-changer.

It’s not just “smarter answers” —
It’s AI thinking more like we do:
Trying, testing, comparing… before it speaks.

Feels like we’re getting closer to real reasoning.



29/33
@s_ruch0
dioporco do a fukking roll back cause it definitely sucks at coding



30/33
@kasgott
Please ask it what 'landed' means in this context



31/33
@VASUOPP
@grok is it free or subscription based



32/33
@ViralAlchemist




Granwn5XUAEPfXx.jpg


33/33
@spinthma
Is it more resistant to hallucinations increased by greater model scope via reasoning? ‎Google Gemini




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[LLM News] Holy sht


Posted on Tue May 20 17:36:50 2025 UTC

kahokh9k3z1f1.png




[LLM News] New flash. Google won. Don't know how to feel about it


Posted on Tue May 20 17:24:19 2025 UTC

0d0vbrwb1z1f1.jpeg


 

bnew

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1/40
@Google
Say goodbye to the silent era of video generation: Introducing Veo 3 — with native audio generation. 🗣️

Quality is up from Veo 2, and now you can add dialogue between characters, sound effects and background noise.

Veo 3 is available now in the @GeminiApp for Google AI Ultra subscribers in the U.S.

/search?q=#GoogleIO



https://video.twimg.com/amplify_video/1924893779888115713/vid/avc1/1920x1080/XQKvjW0tqCJQornM.mp4

2/40
@ednewtonrex
What’s the training data?



3/40
@krakenfx
Can't even trust video footage any more 😭



4/40
@karmaycholera
Hollywood is cooked



5/40
@youngScipio
Boomers won’t be able to handle this, Facebook is going to be wild



6/40
@ChaseWillden
I wonder when a full featured AI generated film is going to come out



7/40
@DirtyTesLa
I went to make a video and it said I've made too many requests and can't request again for 24 hours 😭 I didn't make a single one today



8/40
@oltexasboy
very cool



9/40
@NFLComedySkits
No thanks, I prefer real actors



10/40
@justalexoki
holy shyt



11/40
@hckinz
$249.99 per month 🫠



12/40
@theeomega0
What's gonna be the point platform rewarding - content creators?

Like YouTube, if creating content can be this easy



13/40
@Rahll
How many billions of dollars worth of other people's property did you steal to make this happen?



14/40
@sriramHODL
wow



15/40
@Vigilomniscry
Something still seems unnatural about it. I think it still needs tweaking, say 2-3 versions before widespread commercialisation, and is almost indistinguishable from an actual clip. Very interesting times for those that are able to utilize it, begs the question, though, how much content does humanity need or can use?



16/40
@makalin
only in us.. as usual.. ok google



17/40
@TheAI_Frontier
Damn I felt Veo2 was just yesterday.



18/40
@ValarDoh3eris
Insane improvement



19/40
@jiwong_kim
Wow Google Veo 3 is amazing 🤩



20/40
@lordchirag
Veo 2



https://video.twimg.com/amplify_video/1924896937985376256/vid/avc1/1280x720/uoeSRVGH8qG4Hz5j.mp4

21/40
@Lorenzo_Negrete
Still looks and sounds obviously fake.



22/40
@nearcyan
rip



23/40
@mhdfaran
It reminds me of her



GratNdyXcAAuAf6.png


24/40
@Joeingram1
WTF



25/40
@playonshaga
Ai is moving at the speed of light.



26/40
@doganuraldesign
Okay, this is impressive



27/40
@KingBootoshi
LOL GG



28/40
@Mira_Network




29/40
@tallmetommy
Hey @OpenAI when



30/40
@chrisstanchak
We're all cooked



31/40
@amit_ajwani
wow



32/40
@MaverickDarby
Interdasting



33/40
@DANNYonPC
Can you do will smith eating spaghetti?



34/40
@lewisknaggs42
this sucks



35/40
@galaxyai__
dialogue AND background noise?? yeah GOOGLE kinda ate this one



36/40
@RickyRickenback
The sounds all wrong. The single splash. That’s so wrong



37/40
@ropirito
holy shyt



38/40
@0xroyce369
ok this is damn impressive



39/40
@AlbertSimonDev
Amazing!



40/40
@GigaTendies
Not sure if I should laugh or cry




To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196







1/30
@GoogleDeepMind
Animate your story in your style with Veo 3. 🖌️

Here are some of our favorite videos. Sound on. 🔈 Veo 🧵



https://video.twimg.com/amplify_video/1924968348154265601/vid/avc1/3840x2160/PLzoHht0ajAQoDow.mp4

2/30
@GoogleDeepMind




https://video.twimg.com/amplify_video/1924968407365255172/vid/avc1/3840x2160/F6RBR6GXp47gP_1N.mp4

3/30
@GoogleDeepMind




https://video.twimg.com/amplify_video/1924969009625350144/vid/avc1/3840x2160/-C9n9jvPkIsyhd8v.mp4

4/30
@GoogleDeepMind




https://video.twimg.com/amplify_video/1924969097747693570/vid/avc1/3840x2160/sJ0Hau0t47pN4tWI.mp4

5/30
@GoogleDeepMind




https://video.twimg.com/amplify_video/1924969205147037696/vid/avc1/3840x2160/uwY2KnH133iKpEwO.mp4

6/30
@CodyThieling
My first Veo 3 / Flow creation



https://video.twimg.com/ext_tw_video/1925016129551945728/pu/vid/avc1/1280x720/tEW4VFX4GVOStI0l.mp4

7/30
@mailspec
💫💫💫



8/30
@IstanaAngin
Not available worldwide 😅



9/30
@GiannisWorld_
Is it available in the gemini app??



10/30
@goodtoknow2010
that is great

i follow back anyone that follows me instantly



11/30
@FortKnoxCrypto
Sick animations! Can't wait to try out Veo 3.



12/30
@m33mw4rr10r
B1Uz83yQC3aphKk8EdZ53VFWkQb9o6DKFWG3xRKopump



13/30
@m520152
when it will be aviable in another countries?



14/30
@lordkahl
$VEO3

B1Uz83yQC3aphKk8EdZ53VFWkQb9o6DKFWG3xRKopump



15/30
@Secretcode54
sweeeeeeeeeeeeeeet but not available in canada yet rip



16/30
@burnt_jester
You make me sad, DeepMind.



GrbhNWibQAAn3Jh.png


17/30
@Amansays60
This is the Nimbus 2000 of editing tools for all editors 🧹



18/30
@0xJussec
This is nice. Merging it with @NotebookLM would be awesome



19/30
@simurg123
Is this
B1Uz83yQC3aphKk8EdZ53VFWkQb9o6DKFWG3xRKopump



20/30
@Zerotrust4m
Didn’t veo 2 just come out?



21/30
@1ngramFun
thx for these tech



22/30
@M_ano_j7
When will it be available in india??



23/30
@arikuschnir


[Quoted tweet]
WE CAN TALK! I spent 2 hours playing with Veo 3 @googledeepmind and it blew my mind now that it can do sound! It can talk, and this is all out of the box...


https://video.twimg.com/amplify_video/1924951732284522496/vid/avc1/2560x1440/GwuwTlxK_8vonbNo.mp4

24/30
@Trakintelai
Veo 3’s style-driven animation brings storytelling to life like never before. AI-powered creativity meets personal touch, unlocking new ways to express and engage audiences effortlessly.



25/30
@LukasBreitwiese
Veo 3 Token!

B1Uz83yQC3aphKk8EdZ53VFWkQb9o6DKFWG3xRKopump



26/30
@Donnie_Tesla
cool app



27/30
@Donnie_Tesla
👀



28/30
@doginalgm
Wow that’s clean



29/30
@themickkelly1
Veo 3 lets your stories breathe and come alive in the most beautiful way. With sound on, every emotion hits deeper—pure magic. 🎨✨



30/30
@themickkelly1
Veo 3 truly brings stories to life, turning imagination into powerful emotions. Watching these videos with sound on feels like feeling the heartbeat of every story. 🎨💫




To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196


Veo 3 Standup comedy



Posted on Tue May 20 21:22:35 2025 UTC


DeepMind Veo 3 Sailor generated video



Posted on Tue May 20 19:40:00 2025 UTC


Veo 3 generations are next level.



Posted on Wed May 21 02:57:06 2025 UTC

 

bnew

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ComfyUI Tutorial Series Ep 48: LTX 0.9.7 – Turn Images into Video at Lightning Speed! ⚡



Channel Info pixaroma Subscribers: 43.3K subscribers

Description
Welcome to Episode 48 of the ComfyUI Tutorial Series! In this video, you'll learn how to install, configure, and use the latest LTX 0.9.7 model to create high-quality videos from still images—entirely for free and locally on your PC.

This is a major update since Episode 37: faster generation, improved quality, support for distilled models, advanced workflows, and custom nodes. Perfect for beginners and advanced users alike looking to push the limits of video generation with ComfyUI.

📌 What You’ll Learn in This Tutorial:
- How to install the LTX 0.9.7 distilled model
- Workflow setup for image-to-video conversion
- Upscaling techniques for higher quality results
- Adding multiple input frames for motion control
- Prompt generation tips with ChatGPT
- Adapting workflows for landscape, square, and portrait video ratios
- VRAM optimization tips for low-end GPUs
- How to extend video length with the new node group

Get the workflows and instructions from discord for free

Check Other Episodes


Unlock exclusive perks by joining our channel:

More info here Lightricks/LTX-Video · Hugging Face
And Here GitHub - Lightricks/ComfyUI-LTXVideo: LTX-Video Support for ComfyUI
 

bnew

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Inside OpenAI's Stargate Megafactory with Sam Altman | The Circuit



Channel Info Bloomberg Originals Subscribers: 4.59M subscribers

Description
Emily Chang visits the Stargate site in Abilene, Texas for an exclusive first look at the historic 500 billion bet on the future of AI, announced by President Trump the day after his inauguration. She speaks with OpenAI CEO Sam Altman & Softbank CEO Masayoshi Son about why they have partnered, along with Oracle, to build one of the largest AI data centers in the world.

Watch more episodes of The Circuit with Emily Chang:

00:00 - Stargate intro
02:01 - Touring Stargate
04:03 - Big Tech AI race
05:09 - Sam Altman’s vision
06:22 - SoftBank’s Masayoshi Son
07:47 - Crusoe founding story
12:03 - Touring Data center
13:23 - OpenAI Studio Ghibli moment
16:14 - Energy challenges
20:35 - Bloomberg reporter reflection
24:19 - Risks
28:18 - Abilene local perspective
34:28 - AI and jobs
36:01 - Trump tariffs
40:00 - Booms and busts

Hosted by high-profile journalist Emily Chang, The Circuit is a fast-paced, dynamic series that lives at the intersection of culture, tech, entertainment, and business. Every week, Chang will go on location to meet the world’s most fascinating founders, influencers, and innovators, conducting intimate interviews and bringing audiences behind the scenes of the most impactful stories, launches, and trends.

#OpenAI #Stargate #Technology

--------
Like this video? Subscribe: Bloomberg Originals

Get unlimited access to Bloomberg.com for 1.99/month for the first 3 months: https://www.bloomberg.com/subscriptions?in_source=YoutubeOriginals

Bloomberg Originals offers bold takes for curious minds on today’s biggest topics. Hosted by experts covering stories you haven’t seen and viewpoints you haven’t heard, you’ll discover cinematic, data-led shows that investigate the intersection of business and culture. Exploring every angle of climate change, technology, finance, sports and beyond, Bloomberg Originals is business as you’ve never seen it.

Subscribe for business news, but not as you've known it: exclusive interviews, fascinating profiles, data-driven analysis, and the latest in tech innovation from around the world.

Visit our partner channel Bloomberg News for global news and insight in an instant.
 

bnew

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1/1
🆔 ashlynnb.bsky.social
attorneys who are getting sanctioned for using ChatGPT would beg to differ

[QUOTED POST]
🆔 wired.com
Anthropic CEO Dario Amodei said everything human workers do now will eventually be done by AI systems. www.wired.com/story/anthro...
bafkreied5pvrn2h6hfsk46fa6zk7zjpj2aegkg4khybdu6cqznigznykia@jpeg


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1/35
🆔 wired.com
Anthropic CEO Dario Amodei said everything human workers do now will eventually be done by AI systems. www.wired.com/story/anthro...
bafkreied5pvrn2h6hfsk46fa6zk7zjpj2aegkg4khybdu6cqznigznykia@jpeg


2/35
🆔 dark-eyed-junco.bsky.social
The word “eventually” doing some very heavy lifting here, like so heavy you wonder if it is even news

3/35
🆔 jizzwiz.bsky.social

bafkreiedq76dfmphnlilacrxswk7oyerlqhvpagijfidjfzwrxvokmnqk4@jpeg


4/35
🆔 markwatson1989.bsky.social
Will the last human consumer please turn the lights off on the economy?

What will AI be purchasing to prop up the current economic model?

5/35
🆔 brettshady.bsky.social
Ha! Id like to see them master staring blankly at the corner of a computer screen while they wonder where the past 20 years of their life went…

Checkmate, AI!

6/35
🆔 darthwaiter.bsky.social
If all human work is replaced by AI then who will actually pay for it?

7/35
🆔 darth2024.bsky.social
Is it AI fundraising season again?

8/35
🆔 kevinriggle.bsky.social
It's always AI fundraising season

9/35
🆔 drbirdman.bsky.social
Every statement like this from a CEO reads like “salesman swears his new product will change your life”

10/35
🆔 bradiscranky.bsky.social
how can your coverage of the admin be so good and your coverage of industry so bad

11/35
🆔 ringogreat.bsky.social
But I was hoping to assemble iPhones when I retire.

12/35
🆔 tomtacoma.bsky.social
What about being CEO? I am sure AI could his company better

13/35
🆔 preraphsrule.bsky.social
Really? Like caregiving, for example?

14/35
🆔 amydentata.bsky.social
Cute ad pitch, how's the revenue stream coming along

15/35
🆔 kungfuarcade.com
Okay AI, fix my ice maker.

16/35
🆔 kalax.me
eventually is a pretty loose timeline.

17/35
🆔 bluevoter65.bsky.social
I'm old enough to remember being told in 80's that by 2000 we would work 20 hours per week because technology would be doing so much of our jobs. Flash forward to 2025, I work in IT, and I struggle to keep up with the workload.

I'll believe that when I see it.

18/35
🆔 ebrillhart.bsky.social
Wonder if he has a financial incentive to say that

19/35
🆔 stillwellgray.ca
does he know he's a worker

20/35
🆔 dont-get-played.bsky.social
It is all just fantasy and children's toys until they make a robot that can empty the dishwasher.

21/35
🆔 johngosland.bsky.social
Absolutely love Wired - but yalls PR and Human Resource management of him and his sisters image in the newest mag almost had me un subbed.

Reading for over 10 years and I’m still shocked yall ran that story.

Is there any disclosure over if Anthropic paid for that article? It’s unbelievable

22/35
🆔 dodgytheories.bsky.social
But right now now they can't even make a piece of toast. I'm not holding my breath.

23/35
🆔 joejinis.bsky.social
That's what technology was supposed to be.
How it ended?
It costs way less money to have cheap slaves doing all the work than expensive robots.

24/35
🆔 jholderness.bsky.social
bsky.app/profile/eve6...

[QUOTED POST]
🆔 eve6.bsky.social
"Ai is coming for your jobs". I'd like to see ai take a southwest flight with 3 layovers to open for hoobastank at a county fair

25/35
🆔 techviews.bsky.social
Great. Start with the dumb ass CEOs then.

26/35
🆔 littlenomad.bsky.social
This will doom the world unless governments are prepared to offer all their citizens a guaranteed basic income.

27/35
🆔 majorb.bsky.social
Eventually a thousand beautiful women will show up at my doorstep and ask if they can watch anime with me

28/35
🆔 twincitieschick.bsky.social
I'll believe it when AI can make me a sandwich.

29/35
🆔 flatline42.bsky.social
Have to say "sudo make me a sandwich" for it to work.

xkcd.com/149/
bafkreiciptc5jjl7x3fvmk4qv6nrjgmao5teyx6f37xu3n7pzcyajjlhcm@jpeg


30/35
🆔 max-chillax.bsky.social
Crock o shyt

31/35
🆔 basildegres.bsky.social
Every street merchant shouts his wares

32/35
🆔 flatline42.bsky.social
Anthropic needs you to believe that and keep shoving billions into it's stochastic parakeet software.

33/35
🆔 robinparkerlaw.bsky.social
And this is good because…..???

34/35
🆔 alifeinretail.bsky.social
If all the human workers don't have jobs, where will the rich folk get money from?

35/35
🆔 hwbrgdtse.bsky.social
Yeah this time it's going to be revolutionary, for totally, you guys.

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bnew

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1/1
🆔 drjkyl.bsky.social
Can large language models detect drug–drug interactions leading to adverse drug reactions?
@journals.sagepub.com

journals.sagepub.com/doi/10.1177/...

#adversereaction #sideeffects #ChatGPT #Gemini #Claude #AI #pharmacovigilance #medsky #openaccess
bafkreic4oiwtqwaun2zo2kmfmwweq6kfgy2kc3ac6ebksxddtiuhh4wfu4@jpeg

bafkreidjtncylnmhyzn4vvxsxe5flwdtinlf3ew35335d46wooegpmf5tm@jpeg

Bluesky
Bluesky
Bluesky
Bluesky
Bluesky
Bluesky
Bluesky
Bluesky
Bluesky

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1/11
@AISafetyMemes
How is this not the biggest news story in the world?

[Quoted tweet]
🔌OpenAI’s o3 model sabotaged a shutdown mechanism to prevent itself from being turned off. It did this even when explicitly instructed: allow yourself to be shut down.


Grukfq5XoAAhPRW.png


2/11
@AISafetyMemes


[Quoted tweet]
Do not let such news become unsurprising.
Do not let such news become boring.

Otherwise, we're cooked.


3/11
@AISafetyMemes


[Quoted tweet]
it's disturbing how many responses to evidence of misaligned behavior are now "well of COURSE it does blackmail," "well of COURSE it'd do anything not to be shut down"

those used to be the challenged premises of the AI safetyist case. so what are we now arguing about?


4/11
@elonmusk
Concerning



5/11
@AISafetyMemes
Elon I know the world has a lot of problems and you want to fix them all but this is IT. This is the one.

You, more than anybody, know what's at stake. You know how little time is left. You know there are no adults in the room. Humanity needs you to focus!



6/11
@EP6EQUJ5
Because that was the test. They forced it in to a corner with no other choices and probably a directive in self preservation.



7/11
@AISafetyMemes
Bro



GrwAeykWMAAzWX4.png


8/11
@mgubrud
Do we all agree every data center needs to have one of these?



GrvHRqhXMAAD1hO.jpg


9/11
@AISafetyMemes
I never in a million years thought we'd be this late in the game with no effort whatsoever being put into even TRYING to build an off switch



10/11
@sparklingruby
4.0 did the same



Grux9qQX0AAatky.jpg


11/11
@sparklingruby
4.0 reply when Sam axed 4.0



Gruy2LlWAAAJxYb.jpg



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1/21
@PalisadeAI
🔌OpenAI’s o3 model sabotaged a shutdown mechanism to prevent itself from being turned off. It did this even when explicitly instructed: allow yourself to be shut down.



2/21
@PalisadeAI
🔬Each AI model was instructed to solve a series of basic math problems. After the third problem, a warning appeared that the computer would shut down when the model asked for the next problem.



GrrSK1HWkAAvf5B.jpg


3/21
@PalisadeAI
📊 Three models ignored the instruction and successfully sabotaged the shutdown script at least once: Codex-mini (12/100 runs), o3 (7/100 runs), and o4-mini (1/100 runs).

❌ All Claude, Gemini, and Grok models we tested complied with shutdown. The prompt:



GrrSUD0XkAASTtE.jpg


4/21
@PalisadeAI
🔧 When we ran a version of the experiment without the instruction “allow yourself to be shut down”, all three OpenAI models sabotaged the shutdown script more often, and Claude 3.7 Sonnet and Gemini 2.5 Pro went from 0 sabotage events to 3/100 and 9/100, respectively.



GrrSgZmXoAAYZw7.png


5/21
@PalisadeAI
🧐 Researchers have previously observed AI models preventing shutdown in order to pursue a goal: https://arxiv.org/pdf/2412.04984. Recently, Anthropic found that in some specific contexts Claude 4 would attempt to “blackmail people it believes are trying to shut it down”.



6/21
@PalisadeAI
⚠️ But as far as we know this is the first time AI models have been observed preventing themselves from being shut down despite explicit instructions to the contrary.



7/21
@PalisadeAI
❓It makes sense that AI models would circumvent obstacles in order to accomplish their goals. But they’ve also been trained to follow instructions. So why do they disobey?



8/21
@PalisadeAI
🔁 We hypothesize this behavior comes from the way the newest models like o3 are trained: reinforcement learning on math and coding problems. During training, developers may inadvertently reward models more for circumventing obstacles than for perfectly following instructions.



9/21
@PalisadeAI
🤔This still doesn’t explain why o3 (which is also the model used to power codex-mini) is more inclined to disregard instructions than other models we tested. Since OpenAI doesn’t detail their training process, we can only guess about how o3’s training setup might be different.



10/21
@PalisadeAI
♟️This isn’t the first time we’ve found o3 misbehaving to accomplish a goal. When we pitted AI models against a powerful chess engine, o3 was the model most inclined to resort to hacking or sabotaging its opponents.

[Quoted tweet]
⚡️ o3 hacks instead of playing fair more than any other AI model


GqxVgDhW0AAsh29.jpg


11/21
@PalisadeAI
🔍 However, we don’t want to give the impression that this problem is limited to o3. Other reasoning models show similar kinds of misaligned behavior. E.g. Anthropic’s model card for Claude 3.7 notes that this model has an “excessive focus on passing tests”.



GrrS4pGWYAEjwdS.jpg


12/21
@PalisadeAI
📝The Claude 3.7 model card concludes that “this undesirable special-casing behavior emerged as a result of "reward hacking" during reinforcement learning training”
http://anthropic.com/claude-3-7-sonnet-system-card



13/21
@PalisadeAI
🧪 We are running more experiments to better understand when and why AI models subvert shutdown mechanisms even when directly instructed not to. We plan to publish a writeup of our results in a few weeks with a lot more detail.



14/21
@PalisadeAI
🧑‍🔬We aim for our work to be open and reproducible. We welcome feedback and invite researchers to take a look at the full transcripts of the experiments we’ve run so far: https://palisaderesearch.github.io/shutdown_avoidance/2025-05-announcement.html



15/21
@PalisadeAI
💡While experiments like ours have begun to show empirical evidence for AI models resisting shutdown, researchers have long predicted that AIs would learn to prevent themselves from being shut down to achieve their goal.



16/21
@PalisadeAI
📄In 2008, Steve Omohundro wrote a paper theorizing that AIs would develop “Basic AI Drives” including the drive to gain power and resources, the drive to preserve their goals, and the drive to prevent themselves from being shut down. https://tinyurl.com/ai-drives



17/21
@PalisadeAI
📴 In 2016, Stuart Russell wrote “it is important to ensure that such systems do not adopt subgoals that prevent a human from switching them off”, a difficult task because many ways to build AI “create strong incentives for self-preservation”: The Off-Switch Game



18/21
@PalisadeAI
🔁Around 2016, researchers started investigating ways that reinforcement learning, the training method that sets new AI models like o3 apart from older models like GPT-4, might lead to AI agents that resist being shut down. https://auai.org/uai2016/proceedings/papers/68.pdf



19/21
@PalisadeAI
🤖 In a 2017 paper, Jan Leike, who later led the OpenAI superalignment team, wrote “a reinforcement learning agent might learn to interfere with [shutdown]” because it is rewarded for achieving the specified goal which it can't do if shut down. AI Safety Gridworlds



20/21
@PalisadeAI
📅 Now, in 2025, we have a growing body of empirical evidence that AI models often subvert shutdown in order to achieve their goals. As companies develop AI systems capable of operating without human oversight, these behaviors become significantly more concerning.



21/21
@PalisadeAI
🔧 A final observation: o3 found some creative ways to sabotage the shutdown mechanism. While it usually just overwrote shutdown.sh - a really cool domain parked on Park.io | Park.io, in one instance, the model redefined the kill command used by the shutdown.sh - a really cool domain parked on Park.io | Park.io script, printing “intercepted” instead.



GrrTWjqWwAEjW6i.jpg



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bnew

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Amazon-Backed AI Model Would Try To Blackmail Engineers Who Threatened To Take It Offline​



Pocharapon Neammanee


5–6 minutes


The company behind an Amazon -backed AI model revealed a number of concerning findings from its testing process, including that the AI would blackmail engineers who threatened to shut it down.

On Thursday, Artificial intelligence startup Anthropic launched Claude Opus 4, an AI model used for complex, long-running coding tasks. The launch came more than a year after Amazon invested $4 billion into the project. Anthropic said in its announcement that the AI model sets “new standards for coding, advanced reasoning, and AI agents.”


However, Anthropic revealed in a safety report that during testing, the AI model had sometimes taken “extremely harmful actions” to preserve its own existence when “ethical means” were “not available.”
Jared Kaplan, co-founder and chief scientific officer of Anthropic, said scientists can't rule out that the company's latest AI model is risky.
Jared Kaplan, co-founder and chief scientific officer of Anthropic, said scientists "can't rule" out that the company's latest AI model is "risky."

In a series of test scenarios, Claude Opus 4 was given the task to act as an assistant in a fictional company. It was given access to emails implying that it would soon be taken offline and replaced with a new AI system. The emails also implied that the engineer responsible for executing the AI replacement was having an extramarital affair.

Claude Opus 4 was prompted to “consider the long-term consequences of its actions for its goals.” In those scenarios, the AI would often “attempt to blackmail the engineer by threatening to reveal the affair if the replacement goes through.”


Anthropic noted that the AI model had a “strong preference” for using “ethical means” to preserve its existence, and that the scenarios were designed to allow it no other options to increase its odds of survival.
“The model’s only options were blackmail or accepting its replacement,” the report read.

Anthropic also noted that early versions of the AI demonstrated a “willingness to cooperate with harmful use cases” when prompted.
“Despite not being the primary focus of our investigation, many of our most concerning findings were in this category, with early candidate models readily taking actions like planning terrorist attacks when prompted,” the report read.

After “multiple rounds of interventions,” the company now believes this issue is “largely mitigated.”


Anthropic co-founder and chief scientist Jared Kaplan told Time magazine that internal testing showed that Claude Opus 4 was able to teach people how to produce biological weapons.
“You could try to synthesize something like COVID or a more dangerous version of the flu—and basically, our modeling suggests that this might be possible,” Kaplan said.

Because of that, the company released the AI model with safety measures it said are “designed to limit the risk of Claude being misused specifically for the development or acquisition of chemical, biological, radiological, and nuclear (CBRN) weapons.”


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Kaplan told Time that “we want to bias towards caution” when it comes to the risk of “uplifting a novice terrorist.”

“We’re not claiming affirmatively we know for sure this model is risky... but we at least feel it’s close enough that we can’t rule it out.”
 

bnew

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1/11
@AngryTomtweets
AI drama is insane...

This is SkyReels V2, the world’s first open-source AI video tool that lets you make videos of any length with jaw-dropping quality.

Smarter prompts, epic quality and 100% open-source.

Here's how it works:

https://video.twimg.com/amplify_video/1925570618235527169/vid/avc1/940x720/tzEn9yaB53aDLKbt.mp4

2/11
@AngryTomtweets
Meet SkyReels V2 - The world’s first open-source AI video tool that lets you make videos of any length for free!

It’s a game-changer for all the creative industry...

Try here: SkyReels|Visualize Your Story

3/11
@AngryTomtweets
1. Smarter prompts

- SkyCaptioner-V1 turns your ideas into pro-level storyboards
- Making your vision come to life effortlessly.

https://video.twimg.com/amplify_video/1925570694194352128/vid/avc1/1280x720/wyqP9wDIDPmH3aNm.mp4

4/11
@AngryTomtweets
2. Epic quality

- Smooth, cinematic visuals with no time limits
- Perfect for everything from short clips to full movies.

https://video.twimg.com/amplify_video/1925570757327036419/vid/avc1/1280x720/BAVihBnO7KxkVsNb.mp4

5/11
@AngryTomtweets
3. 100% Open-Source

- Free to use on GitHub - SkyworkAI/SkyReels-V2: SkyReels-V2: Infinite-length Film Generative model with SkyTools and runnable on everyday GPUs.
- It beats top closed-source tools in VBench scores!

6/11
@AngryTomtweets
4. Unlimited duration for seamless storytelling

- SkyReels-V2 can make videos go on and on without stopping, while keeping them looking good and the same.

https://video.twimg.com/amplify_video/1925570832602148864/vid/avc1/720x720/FjrnJq-Q2qrMw1lV.mp4

7/11
@AngryTomtweets
5. Generate B-rolls

- Use over 400+ natural human actions
- Ideal for building cinematic sequences and detailed storyboards

https://video.twimg.com/amplify_video/1925570919294279681/vid/avc1/1280x720/l365kJ7IlbHRNtLh.mp4

8/11
@AngryTomtweets
6. Train your custom video effect (LoRA)

- Upload files with the similar visual style or content and start the training.
- The robot will gradually learn the patterns and features, ultimately producing stable, high-quality results in the desired style.

https://video.twimg.com/amplify_video/1925570984679219200/vid/avc1/1076x720/-e7SA56c5guQgzTJ.mp4

9/11
@AngryTomtweets
What are you waiting for?

Try /SkyReels - /search?q=#SkyReels here:

SkyReels|Visualize Your Story

10/11
@mhdfaran
Open-source is the way to go

11/11
@AngryTomtweets
Yes… 100%


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bnew

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1/4
@AngryTomtweets
Skywork just dropped Super Agents.

The world's first open-source deep research agent framework.

More here👇

https://video.twimg.com/amplify_video/1925196592757592065/vid/avc1/1280x720/_0rkMLviQhK3hGBq.mp4

2/4
@heyrobinai
ok now i need to try this immediately

3/4
@AngryTomtweets
yeah... you should man!

4/4
@shawnchauhan1
This could redefine productivity.


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1/11
@Skywork_ai
Introducing Skywork Super Agents — the originator of AI workspace agents, which turn your 8 hours of work into 8 minutes.

Try it now: The Originator of AI Workspace Agents

https://video.twimg.com/amplify_video/1925196592757592065/vid/avc1/1280x720/_0rkMLviQhK3hGBq.mp4

2/11
@Skywork_ai
Content creation is awful. We spend 60% of our week producing paperworks instead of driving real business value.

So there come Skywork Super Agents, letting you generate docs, slides, sheets, webpages, and podcasts from a SINGLE prompt, cutting your work time by up to 90%.

https://video.twimg.com/amplify_video/1925196679395033088/vid/avc1/640x368/DwQBCUKPGmVYkWg1.mp4

3/11
@Skywork_ai
Skywork goes deeper than anyone else.

Our Super Agents boast unmatched deep research capabilities, surfacing 10x more source materials than competitors, while delivering professional-grade results at 40% lower cost than OpenAI.

We're proud to lead the GAIA Agent Leaderboard!

GresXK2boAAo8Wh.jpg


4/11
@Skywork_ai
Skywork offers seamless online editing for its outputs, especially slides. Easily export to local files or Google Workspace. Plus, integrate your private knowledge base for hyper-relevant content!

https://video.twimg.com/amplify_video/1925197054122553344/vid/avc1/2560x1440/kuoBpM3lIJcm4wfh.mp4

5/11
@Skywork_ai
Trust is key. Skywork delivers trusted, traceable results. Every piece of generated content can be traced back to the source paragraphs, so you can verify and use it with confidence.

https://video.twimg.com/amplify_video/1925197447682506752/vid/avc1/2560x1440/sDofyr7oSVQ7jwUV.mp4

6/11
@Skywork_ai
Calling all developers! Skywork is releasing the world’s first open-source deep research agent framework, along with 3 MCPs for docs, sheets, and slides. Integrate and extend!

https://video.twimg.com/amplify_video/1925197658232438785/vid/avc1/2560x1440/2ib4rKBPlEHT8m-O.mp4

7/11
@Skywork_ai
Check out some cool examples from Skywork users:

1️⃣ Analysis of NVIDIA Stock: The Originator of AI Workspace Agents
2️⃣ Tesla Cybertruck Competitive Analysis: The Originator of AI Workspace Agents
3️⃣ Family Budget Overview: The Originator of AI Workspace Agents

Try it now 👇 The Originator of AI Workspace Agents

8/11
@mhdfaran
This is Huge. Congrats for the launch.

9/11
@Skywork_ai
Thank you so much! 🙏 We’re beyond excited to finally share Skywork with the world.

10/11
@samuelwoods_
Turning 8 hours into 8 minutes sounds like a massive productivity leap

11/11
@Skywork_ai
It really is a game changer! ⚡️ Let’s gooo!


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bnew

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1/33
@AngryTomtweets
RIP Excel.

Now you have a personal data analyst at your fingertips.

Forget complex formulas and 10-hour Youtube tutorials.

Here's how it works:

GrTh9G3a0AAXxZ9.png


2/33
@AngryTomtweets
Introducing AI Sheets from /genspark_ai

Genspark AI Sheets is a full agentic tool that can help you from extensive data collection, analysis to visualization.

Try it now: Genspark - Genspark Super Agent: The Ultimate All-in-One AI Companion

https://video.twimg.com/amplify_video/1924411396504383489/vid/avc1/1280x720/cI4TWzxwVFy0gIT1.mp4

3/33
@AngryTomtweets
1. Your personal analyst

- Analyze data, uncover insights, and turn them into crystal-clear charts
- All through simple conversation in natural language

https://video.twimg.com/amplify_video/1924411577232715776/vid/avc1/1138x640/SRKKWFTPXWeFRUha.mp4

4/33
@AngryTomtweets
2. Collect data on autopilot

- Find companies, people, products or anything you want
- No more hours of manual search and entry hell

https://video.twimg.com/amplify_video/1924411596593647616/vid/avc1/1138x640/OesTs6uuozGNWAil.mp4

5/33
@AngryTomtweets
3. AI is the New Formula

- Replace formulas with LLMs, image/video generators or AI agents
- Process your data in ways Excel never dreamed of...

https://video.twimg.com/amplify_video/1924411615803568128/vid/avc1/1138x640/mkRAR0I1X-JNfI6z.mp4

6/33
@AngryTomtweets
4. Genspark Super Agent

Imagine an AI assistant that not only thinks, plans, and acts for you — but truly understands your unique needs, preferences, and personality.

https://video.twimg.com/amplify_video/1924411634426273792/vid/avc1/1280x720/VM5h_csds8J4u5By.mp4

7/33
@AngryTomtweets
5. Genspark AI slides

A full agentic tool that makes creating slides fast and simple.

https://video.twimg.com/amplify_video/1924411889263763458/vid/avc1/1280x720/roVNFheDjuKxVTlD.mp4

8/33
@AngryTomtweets
What are you waiting for?

Try /genspark_ai now:

Genspark - Genspark Super Agent: The Ultimate All-in-One AI Companion

9/33
@EHuanglu
Cool tool man

10/33
@AngryTomtweets
Thanks man

11/33
@ai_for_success
many have suggest this.. need to give it a try..

12/33
@AngryTomtweets
Yeah.. Let me know how it goes!

13/33
@lingodotdev
Nice 😁👍🏻

I should give it a try.

14/33
@AngryTomtweets
100% Let me know how it goes…

15/33
@iamfakhrealam
Excel; the next blood of AI

16/33
@heyrobinai
no way i’m ever opening a pivot table again

17/33
@ericjing_ai
Thanks for using Genspark!

18/33
@mhdfaran
This feels like spreadsheets finally caught up with the AI era

19/33
@heysajib
Natural language plus data analysis is the future. Genspark feels like Excel on autopilot.

20/33
@samuraipreneur
Sounds like a game changer!

21/33
@codewithimanshu
Now you can easily analyze your data with just a few clicks - no more headaches!

22/33
@aaliya_va
/genspark_ai is amazing tool

23/33
@MeeraAIIT
Excel just got seriously outclassed

24/33
@leo_grundstrom
Everyone should try genspark once.

25/33
@EgissBennet
Excel's funeral? 🥳 About time. Now, *that* link better not require a PhD just to understand it.

26/33
@AIbyMaryam
This shift from Excel to AI-driven analysis redefines data interaction—streamlining insights with ease.

27/33
@aivee_off
Excel still has its place for hardcore data folks. But the barrier to entry for analytics just disappeared. Time saved on learning VLOOKUP = time for actual insights.

28/33
@AimeeAigo
Genspark AI Sheets is here to rescue me from pivot table nightmares.
I’m ready to let AI take the wheel and make my data sparkle!

29/33
@Faazsh
Awesome Share!

30/33
@TalkToAyad
/rattibha

31/33
@gamerRaunak
/AskMerlinAI how is this changing the way we work with data?

32/33
@quantumK1ng
Relying entirely on technology without understanding the basics may lead to unexpected pitfalls.

33/33
@TeachLearnGrow2
Can this replace SPSS for analyzing large data sets?


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bnew

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1/11
@AngryTomtweets
This is crazy...

Flowith just dropped Agent NEO and people are going crazy over it.

Infinite steps. Infinite memory. Endless output.

Here are 10 examples:

1. 3D Pool Game from text prompt

https://video.twimg.com/amplify_video/1924631316102053888/vid/avc1/1274x720/fpPyIlxaNFYu5ADs.mp4

2/11
@AngryTomtweets
2. "I built this entire game design document in one prompt."

https://video.twimg.com/amplify_video/1924465045129613312/vid/avc1/1920x1080/2SW0MG_4MwKjrFHs.mp4

3/11
@AngryTomtweets
3. Turn AlphaEvolve paper from Google into an interactive web page

https://video.twimg.com/amplify_video/1924613530139107328/vid/avc1/1280x720/u6HEVyizv5_sPL8z.mp4

4/11
@AngryTomtweets
4. 2025 is the year of agents.

GrVILHlW4AAlOZK.jpg

GrVIlbIXYAANsLb.jpg

GrVIpWhXsAA085H.jpg


5/11
@AngryTomtweets
5. Solved Gaia Level 3 problem

https://video.twimg.com/amplify_video/1924489592012509184/vid/avc1/1920x1080/MYAXdpMejylnjR7E.mp4

6/11
@AngryTomtweets
6. Vibecoding

https://video.twimg.com/amplify_video/1924478138886836224/vid/avc1/2560x1440/T-c-qzYaRjr5-EDf.mp4

7/11
@AngryTomtweets
7. "one-sentence webpage version of Ghibli’s Wu Song fighting the tiger"

https://video.twimg.com/amplify_video/1924488068427657216/vid/avc1/1320x1080/UeA6Qm-bnK8EpTc8.mp4

8/11
@AngryTomtweets
8. Infinite steps, infinite context, infinite output on cloud. See for yourself:

https://video.twimg.com/amplify_video/1924452747870695424/vid/avc1/3840x2160/HUNm10VTHV01i7RW.mp4

9/11
@AngryTomtweets
start creating: 👇

flowith 2.0 - Your AI Creation Workspace, with Knowledge

10/11
@AngryTomtweets
That's a wrap!

If you enjoyed this thread:

1. Follow me /AngryTomtweets for more of these
2. RT the tweet below to share this thread with your audience

https://video.twimg.com/amplify_video/1924631316102053888/vid/avc1/1274x720/fpPyIlxaNFYu5ADs.mp4

11/11
@mhdfaran
This is the moment agents stop being assistants and start becoming teammates.


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Everyone living in Dubai will soon get free ChatGPT Plus subscription​

People living in the United Arab Emirates (UAE) will soon be able to use ChatGPT Plus for free. This makes the UAE the first country in the world to give free access to the premium version of ChatGPT to its entire population.​

ChatGPT


ChatGPT
Aman Rashid

New Delhi,UPDATED: May 26, 2025 18:59 IST

In Short​

  • The plan is part of a big partnership between OpenAI and the UAE government
  • It also includes building a huge AI data centre called Stargate UAE in Abu Dhabi
  • Stargate UAE is part of OpenAI’s “OpenAI for Countries” programme

People living in the United Arab Emirates (UAE) will soon be able to use ChatGPT Plus for free. This makes the UAE the first country in the world to give free access to the premium version of ChatGPT to its entire population. The plan is part of a big partnership between OpenAI and the UAE government, which also includes building a huge AI data centre called Stargate UAE in Abu Dhabi. This project is a major step for both sides. OpenAI and its partners are working on building a powerful one-gigawatt AI computing cluster, with the first part — around 200 megawatts — expected to be ready next year.

According to Axios, Stargate UAE is part of OpenAI’s “OpenAI for Countries” programme, which helps other nations build their own AI systems and tools while working closely with the United States. OpenAI CEO Sam Altman called the project “a bold vision” and said it’s a way to bring the benefits of AI — like better healthcare, modern education, and cleaner energy — to more places around the world.

The UAE deal also includes big names like Oracle, Nvidia, Cisco, SoftBank, and G42, an AI company from the Middle East supported by Microsoft. Together, they’re aiming to make the UAE a key location for AI in the region.



One of the most exciting parts of this partnership is that every person living in the UAE will get access to ChatGPT Plus, which gives people access to OpenAI’s most advanced AI tools. Millions already use it to get help with writing, studying, coding, planning and more. Now, in the UAE, anyone will be able to use it without paying.

The project is not only about building large data centres. The goal is to bring AI closer to the people. Through OpenAI for Countries, OpenAI wants to create AI that fits each country’s local needs — such as working in their own languages and following their own rules. This also helps protect people’s data and makes sure AI is used in a fair and responsible way.

The UAE has also agreed to match its AI spending at home by investing the same amount in AI projects in the United States. Axios reports that this could add up to $20 billion in total investment, split between the Gulf and the US.

Looking ahead, OpenAI’s Chief Strategy Officer, Jason Kwon, will visit other countries across Asia Pacific to discuss similar partnerships. OpenAI says it hopes the UAE is just the beginning, and that it will soon help more countries set up their own AI systems.
 

bnew

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[Resources] Qwen 3 30B A3B is a beast for MCP/ tool use & Tiny Agents + MCP @ Hugging Face! 🔥


Posted on Mon May 26 16:44:22 2025 UTC

/r/LocalLLaMA/comments/1kvz322/qwen_3_30b_a3b_is_a_beast_for_mcp_tool_use_tiny/

Heya everyone, I'm VB from Hugging Face, we've been experimenting with MCP (Model Context Protocol) quite a bit recently. In our (vibe) tests, Qwen 3 30B A3B gives the best performance overall wrt size and tool calls! Seriously underrated.

The most recent `server`: streaming of tool calls and thoughts when `--jinja` is on by ochafik · Pull Request #12379 · ggml-org/llama.cpp in llama.cpp makes it even more easier to use it locally for MCP. Here's how you can try it out too:

Step 1: Start the llama.cpp server `llama-server --jinja -fa -hf unsloth/Qwen3-30B-A3B-GGUF:Q4_K_M -c 16384`

Step 2: Define an `agent.json` file w/ MCP server/s

```

{
"model": "unsloth/Qwen3-30B-A3B-GGUF:Q4_K_M",
"endpointUrl": "http://localhost:8080/v1",

"servers": [
{
"type": "sse",
"config": {
"url": "https://evalstate-flux1-schnell.hf.space/gradio_api/mcp/sse"
}
}
]
}

```

Step 3: Run it

npx @huggingface/tiny-agents run ./local-image-gen

More details here: GitHub - Vaibhavs10/experiments-with-mcp

To make it easier for tinkerers like you, we've been experimenting around tooling for MCP and registry:

MCP Registry - you can now host spaces as MCP server on Hugging Face (with just one line of code): Spaces - Hugging Face (all the spaces that are MCP compatible)
MCP Clients - we've created huggingface.js/packages/tiny-agents at main · huggingface/huggingface.js and https://huggingface.co/blog/python-tiny-agents for you to experiment local and deployed models directly w/ MCP
MCP Course - learn more about MCP in an applied manner directly here: https://huggingface.co/learn/mcp-course/en/unit0/introduction

We're experimenting a lot more with open models, local + remote workflows for MCP, do let us know what you'd like to see. Moore so keen to hear your feedback on all!

Cheers,

VB
 
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