Anthropic + IBM Announce $190M Effort for Model Reliability

5 Dec 2025 · 10 min

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In short

Podcast Episode Summary

Podcast Title

Triple Click AI Description: "Triple Click AI" explores technology, entrepreneurship, and innovation through insightful discussions and storytelling on the latest news and trends in the tech industry.

Episode Title

Anthropic + IBM Announce $190M Effort for Model Reliability Description: Anthropic and IBM are launching a $190 million initiative to enhance model reliability under stress through refined evaluation pipelines and consistency tests, recognizing predictability as crucial for enterprise AI.

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Episode Highlights

Introduction

  • Host: Jaden Schaefer
  • Recap of personal time off in Hawaii.
  • Introduction to AI Box, a tool for building AI applications.

Anthropic Updates

  • IPO Preparation:
  • Anthropic is preparing for an Initial Public Offering (IPO), potentially as early as 2026.
  • Engaged Wilson Sonsini as legal advisors for the IPO process.
  • Anthropic's valuation is estimated to be around $300 billion, following a previous funding round of $13 billion that gave them a valuation of $183 billion.
  • Competition with OpenAI:
  • OpenAI is also preparing for an IPO, with a current valuation around $500 billion.
  • Anthropic seeks to secure a favorable position by potentially going public first.

Major Partnerships

  • $200 Million Deal with Snowflake:
  • Anthropic has signed a multi-year deal with Snowflake to provide their language model (LLM) to Snowflake's customers.
  • This deal not only boosts Anthropic's revenue but also positions them favorably for the IPO.
  • Joint Initiative with IBM:
  • Anthropic partnered with IBM to integrate their LLMs into IBM's software products.

Strategic Focus

  • Anthropic is prioritizing enterprise solutions over individual consumer products.
  • Recent collaborations include a deal with Deloitte, making Claude the default model for their extensive employee base.

Product Performance

  • The latest models, Claude Opus 4.5, show significant improvements in performance and usability.
  • Anthropic’s tools, particularly Claude Code, are popular among developers for their superior capabilities in coding and enterprise applications.

Market Positioning

  • Survey results indicate a preference for Anthropic's AI products among employees compared to offerings from competitors like Google and OpenAI.
  • Anthropic is carving out a niche in enterprise AI and developer tools, setting the stage for a successful IPO.

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Key Takeaways

  • Anthropic's strategic moves, including significant partnerships and a strong focus on enterprise solutions, are positioning them well for a future IPO.
  • The AI landscape is evolving rapidly, with major players like Anthropic and OpenAI preparing for significant market entries.
  • The release of upgraded AI models has the potential to enhance product performance and strengthen market positions.

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Conclusion

  • The podcast wraps up with a call to listeners for feedback and reviews to help the show grow.
  • Host Jaden Schaefer encourages trying out AI Box for building AI tools.

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Links and Resources

  • AI Box: [AI Box Website](https://aibox.ai)
  • AI Chat YouTube Channel: [Jaeden Schafer YouTube](https://www.youtube.com/@JaedenSchafer)
  • AI Hustle Community: [Join here](https://www.skool.com/aihustle)

Note: For privacy policies, please visit the respective links provided in the episode description.

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Transcript

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0:00Anthropik is hiring lawyers preparing for an IPO. They just signed a$200 million deal with Snowflake and a lot of other exciting AI news around Anthropic that we're going to be covering on the show today. I'm your host, Jaden Schaefer. Thanks so much for joining us today. Really excited to get into this. I'm coming off of a one-week break I took in Hawaii over Thanksgiving, and I'm happy to be back on the mainland, but definitely missing the waves and tropical breeze. Before we get into the show today, if you would like to use AI to build an AI tool or an AI app that you have been thinking of, I'd love for you to try out AIbox.ai, my very own AI app and tool builder.

0:43You can describe the kind of tool that you're trying to build, a lesson planner, or you can create a brand new voice coach tool that standardizes on-brand writing. And you can have our tool create all of that for you with the click of a button. In addition, you get all of the AI models I talk about on the show here on our playground. You can chat with them all, everything from Claude to OpenAI to Gemini to Grok, tons of image, audio, and text models, all for$20 a month. You get all of that. So if you want to go try it out, it's AIbox.ai. Build tools, try out all the different AI models, and save yourself a ton on not having to have subscriptions to every platform.

1:20All right, I'll leave a link in the description to that. Okay, let's talk about what's going on with Anthropic. So the first deal that's, or the first thing that I think is really interesting is this upcoming IPO. They're preparing for an IPO. And apparently, according to the Financial Times, they just put out a report that said this could come as early as 2026 next year. They have actually already hired the law firms. They've hired Wilson, Sonice, to help kick off the process. And they're also doing a whole bunch of internal checklists to basically prepare for what could be one of the largest IPOs ever.

1:49Now, OpenAI is probably going to come out and do their IPO, and then they'll top Anthropic at whatever point they do that because they have a lot more users. But this is kind of interesting and exciting, and it feels like the first step. I think Anthropic, it's in their best interest to try to front run and do the first IPO. But I think OpenAI probably wants Anthropic to go first as well because they want to see how it goes, and then they can decide what they would like to do next. So with all of this, they're currently looking at raising fundings right now that would value them at about$300 billion.

2:19dollars. The last round that they did was 13 billion dollars. They did it in September. They raised 13 billion and it gave them 183 billion dollar valuation. So William Sinosi has been an advisor to Anthropic since 2022. So it makes a lot of sense to bring them on to prepare for the IPO. And I think all of this is really interesting because this is all coming as opening. I currently is valued at about 500 billion dollars. So if Anthropic is trying to do like their next raise at 300 billion. They're not that far behind OpenAI, but they're still, you know, not at the same level. And OpenAI is also reportedly testing the waters for an IPO.

2:56They've started to prepare themselves for the process. There's no listing date that has been kind of floated out there. But we see all of these big companies getting ready for a big IPO, which is pretty interesting. The other thing that I thought is pretty crazy with Anthropic, and I think this plays into their IPO is they're trying to sign a bunch of enterprise deals. Whenever you see these companies go out to an IPO, the better the balance sheet, the better the deals they have in the pipe, the stronger a position, the more they can raise. So Anthropic has just signed a$200 million deal with Snowflake to use their LLM with Snowflake's customers.

3:33This is a pretty big deal. And I think as you see, you know, for a couple of things, number one, it's great for Anthropic because Snowflake is going to be, you know, using them. So it's more usage that will go through Anthropics. So it's good for their usage. It's also good for the bottom line, getting$200,$200 million. What I will say is this is not an annual deal. This is a multi-year deal. So it's kind of has a big sticker shock factor of$200 million up front, but this is not for one year. It's over time. And what's interesting is in a deal like this, it's typically not$200 million paid today.

4:04When they do these multi-year deals, it's going to be paid out. But what they'd like to do with these big announcements is to, um, essentially, even though it's going to be paid out over time, it's a deal that's locked in. So Anthropic, when they go and do their IPO, they're like, look, we have this$200 million deal and they can kind of point to all of the projected revenue. Look, we have, you know, a billion dollars in contracted deals out for the next year or two years. And it puts them in a much stronger position as the as the IPO. This is what Snowflake's co-founder and CEO Sridharan said about this said Anthropic joins a very select group of partners where we have nine figure alignment co innovation at the product level and a proven track record of executing together for customers worldwide.

4:49Together the combined power of Claude and Snowflake is raising the bar on how enterprises deploy scalable context aware AI on top of their most critical business data. I think this is also coming as sort of a joint go-to-market initiative to bring AI agents to more enterprise customers, which is great. And this is going to be Claude Sonnet 4.5 that is going to be powering Snowflake Intelligence, which is the company's kind of cloud enterprise AI service. So Snowflake is talking about all of this. They said that their customers are going to be able to use all of the different Claude models, including Claude Opus 4.5, the latest, to run multimodal data analysis.

5:26Their customers are also going to be able to use models to bring their own or to build their own custom agents, which is really useful. The CEO of Anthropic, who is Dario, was talking about this as well and said, quote, enterprises have spent years building secure, trusted data environments, and now they want AI that can work within those environments without compromise. This partnership brings Claude directly into Snowflake, where that data already lives. It's a meaningful step towards making Frontier AI genuinely useful for business. Okay, what I will say about this deal, first of all phenomenal and it's actually coming at a really good time so with the latest um sonnet 4.5 and opus 4.5 that have come out um claude has made a massive upgrade and i think specifically with opus 4.5 i've noticed for ai box my company we have um we have this like vibe tool builder where you essentially can say hey i want to build a tool that does all these different things we use opus 4.5 to run that and what we found that was really interesting is when we upgraded from opus 4 to opus 4.5 and i bring this up because i think snowflake is doing some similar things but when we upgraded literally the uh quality of our tools so like we use it to build tools the tools and the quality of the tools increased like 20 i would say um which is kind of interesting because it's not just like oh you know the model gives me a 20 better response when you're using these models to become kind of like the thinking engine and the intelligence, which is what Snowflake is doing with Snowflake Intelligence, when you're using it as kind of the engine to power building things and building agents, right, they're trying to build this like AI agent tool, this AI agent for enterprise customers.

7:05When you use this upgraded tool to actually power those, all of a sudden, the tools that are coming out are actually built better, and they work better, and the prompts that are going into them are better. So it's kind of interesting how the upgrade of a model can all of a sudden make tools get better, not just because of how they're returning responses, but because how they're built. They're built more intelligently. They're built smarter. And I've seen this with AI Box when we upgraded. Our AI Vibe Builder got way better just upgrading the model. So it's really cool. Anthropic has a bunch of large enterprise deals right now that they've made in the last few months.

7:41Right now, I think they're trying to prioritize selling to businesses instead of individual users. You'll see OpenAI tout numbers like 800 million weekly active users, which is crazy. And Anthropik does not have those deals or that kind of like usage from individuals. But what they do have is a lot of businesses that use them. And I'll even say like for just purely coding, you know, using Claude Code and Anthropik's Claude Code is what we use exclusively to build AI Box and it is miles ahead of everyone else. It seems to be the number one tool that developers want to use when building and coding because it can look at your whole code base.

8:14They have a whole bunch of really cool things they've built into there. So Anthropic really seems to be focusing on more of that target audience. I think this is definitely a big contrast from what OpenAI is doing, which is just trying to get like max users. Anthropic in October made a deal with Deloitte to use Claude for the consulting giants. Employee base, they have over 500 ,000 staff. And so Claude is going to be kind of the default model. there. They made that deal in October. I think the same week they struck a partnership with IBM to bring a bunch of their LLMs into IBM's software products.

8:48And so I think with all of that right now, Anthropics enterprise success is not very surprising. Their models are very popular. I think there was a Menlo Venture survey in July that saw that employees preferred Anthropics AI products over models by other AI companies like Google and OpenAI. So we're seeing like inside of organizations, this is a very popular model for developers. This is a very popular model. They found their niche, they're carving it out. And I'm really excited because I think they're setting themselves up really well for this IPO that's coming in the future. They're not just another AI model trying to compete directly with OpenAI, you know, toe for toe, they have kind of a very specific niches and segments where they're doing enterprise and they're doing developers and they're them really well.

9:31So we should see a very exciting IPO. I'm excited to kind of follow along with that. Thank you so much for tuning into the podcast today. What means the world to me what like really helps the podcast grow essentially and find more people like yourself to listen to it is if you could leave a rating and review. I know it takes time, but it would be a huge favor to me. I'd really appreciate it. I read them all. So if you ever have feedback, I appreciate hearing it in the ratings and reviews. Or if you have bad feedback, send me an email. If you have good feedback, post it in a review. You know, I just, uh, helps out the show.

10:03Just kidding. But, um, thanks so much for tuning in and I'll definitely catch you in the next episode. Make sure to go check out AI box.ai. If you want to build AI tools or try out all of the different AI models in one place for 20 bucks a month, I'll leave a link in the description. Catch you in the next episode.

From the publisher

Anthropic and IBM are launching a $190 million effort to improve model reliability under stress. They plan to refine evaluation pipelines and consistency tests. Both companies recognize predictability as a critical requirement for enterprise AI.


See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

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