Misalignment Museum curator Audrey Kim discusses a work at the exhibit titled “Spambots.”
Kif Leswing/CNBC
Audrey Kim is pretty sure a powerful robot isn’t going to harvest resources from her body to fulfill its goals.
But she’s taking the possibility seriously.
“On the record: I think it’s highly unlikely that AI will extract my atoms to turn me into paperclips,” Kim told CNBC in an interview. “However, I do see that there are a lot of potential destructive outcomes that could happen with this technology.”
Kim is the curator and driving force behind the Misalignment Museum, a new exhibition in San Francisco’s Mission District displaying artwork that addresses the possibility of an “AGI,” or artificial general intelligence. That’s an AI so powerful it can improve its capabilities faster than humans could, creating a feedback loop where it gets better and better until it’s got essentially unlimited brainpower.
If the super-powerful AI is aligned with humans, it could be the end of hunger or work. But if it’s “misaligned,” things could get bad, the theory goes.
Or, as a sign at the Misalignment Museum says: “Sorry for killing most of humanity.”
The phrase “sorry for killing most of humanity” is visible from the street.
Kif Leswing/CNBC
“AGI” and related terms like “AI safety” or “alignment” — or even older terms like “singularity” — refer to an idea that’s become a hot topic of discussion with artificial intelligence scientists, artists, message board intellectuals, and even some of the most powerful companies in Silicon Valley.
All these groups engage with the idea that humanity needs to figure out how to deal with all-powerful computers powered by AI before it’s too late and we accidentally build one.
The idea behind the exhibit, says Kim, who worked at Google and GM‘s self-driving car subsidiary Cruise, is that a “misaligned” artificial intelligence in the future wiped out humanity, and left this art exhibit to apologize to current-day humans.
Much of the art is not only about AI but also uses AI-powered image generators, chatbots, and other tools. The exhibit’s logo was made by OpenAI’s Dall-E image generator, and it took about 500 prompts, Kim says.
Most of the works are around the theme of “alignment” with increasingly powerful artificial intelligence or celebrate the “heroes who tried to mitigate the problem by warning early.”
“The goal isn’t actually to dictate an opinion about the topic. The goal is to create a space for people to reflect on the tech itself,” Kim said. “I think a lot of these questions have been happening in engineering and I would say they are very important. They’re also not as intelligible or accessible to non-technical people.”
The exhibit is currently open to the public on Thursdays, Fridays, and Saturdays and runs through May 1. So far, it’s been primarily bankrolled by one anonymous donor, and Kim hopes to find enough donors to make it into a permanent exhibition.
“I’m all for more people critically thinking about this space, and you can’t be critical unless you are at a baseline of knowledge for what the tech is,” Kim said. “It seems like with this format of art we can reach multiple levels of the conversation.”
AGI discussions aren’t just late-night dorm room talk, either — they’re embedded in the tech industry.
About a mile away from the exhibit is the headquarters of OpenAI, a startup with $10 billion in funding from Microsoft, which says its mission is to develop AGI and ensure that it benefits humanity.
Its CEO and leader Sam Altman wrote a 2,400 word blog post last month called “Planning for AGI” which thanked Airbnb CEO Brian Chesky and Microsoft President Brad Smith for help with the piece.
Prominent venture capitalists, including Marc Andreessen, have tweeted art from the Misalignment Museum. Since it’s opened, the exhibit has also retweeted photos and praise for the exhibit taken by people who work with AI at companies including Microsoft, Google, and Nvidia.
As AI technology becomes the hottest part of the tech industry, with companies eying trillion-dollar markets, the Misalignment Museum underscores that AI’s development is being affected by cultural discussions.
The exhibit features dense, arcane references to obscure philosophy papers and blog posts from the past decade.
These references trace how the current debate about AGI and safety takes a lot from intellectual traditions that have long found fertile ground in San Francisco: The rationalists, who claim to reason from so-called “first principles”; the effective altruists, who try to figure out how to do the maximum good for the maximum number of people over a long time horizon; and the art scene of Burning Man.
Even as companies and people in San Francisco are shaping the future of artificial intelligence technology, San Francisco’s unique culture is shaping the debate around the technology.
Consider the paperclip
Take the paperclips that Kim was talking about. One of the strongest works of art at the exhibit is a sculpture called “Paperclip Embrace,” by The Pier Group. It’s depicts two humans in each other’s clutches —but it looks like it’s made of paperclips.
That’s a reference to Nick Bostrom’s paperclip maximizer problem. Bostrom, an Oxford University philosopher often associated with Rationalist and Effective Altruist ideas, published a thought experiment in 2003 about a super-intelligent AI that was given the goal to manufacture as many paperclips as possible.
Now, it’s one of the most common parables for explaining the idea that AI could lead to danger.
Bostrom concluded that the machine will eventually resist all human attempts to alter this goal, leading to a world where the machine transforms all of earth — including humans — and then increasing parts of the cosmos into paperclip factories and materials.
The art also is a reference to a famous work that was displayed and set on fire at Burning Man in 2014, said Hillary Schultz, who worked on the piece. And it has one additional reference for AI enthusiasts — the artists gave the sculpture’s hands extra fingers, a reference to the fact that AI image generators often mangle hands.
Another influence is Eliezer Yudkowsky, the founder of Less Wrong, a message board where a lot of these discussions take place.
“There is a great deal of overlap between these EAs and the Rationalists, an intellectual movement founded by Eliezer Yudkowsky, who developed and popularized our ideas of Artificial General Intelligence and of the dangers of Misalignment,” reads an artist statement at the museum.
An unfinished piece by the musician Grimes at the exhibit.
Kif Leswing/CNBC
Altman recently posted a selfie with Yudkowsky and the musician Grimes, who has had two children with Elon Musk. She contributed a piece to the exhibit depicting a woman biting into an apple, which was generated by an AI tool called Midjourney.
From “Fantasia” to ChatGPT
The exhibits includes lots of references to traditional American pop culture.
A bookshelf holds VHS copies of the “Terminator” movies, in which a robot from the future comes back to help destroy humanity. There’s a large oil painting that was featured in the most recent movie in the “Matrix” franchise, and Roombas with brooms attached shuffle around the room — a reference to the scene in “Fantasia” where a lazy wizard summons magic brooms that won’t give up on their mission.
One sculpture, “Spambots,” features tiny mechanized robots inside Spam cans “typing out” AI-generated spam on a screen.
But some references are more arcane, showing how the discussion around AI safety can be inscrutable to outsiders. A bathtub filled with pasta refers back to a 2021 blog post about an AI that can create scientific knowledge — PASTA stands for Process for Automating Scientific and Technological Advancement, apparently. (Other attendees got the reference.)
The work that perhaps best symbolizes the current discussion about AI safety is called “Church of GPT.” It was made by artists affiliated with the current hacker house scene in San Francisco, where people live in group settings so they can focus more time on developing new AI applications.
The piece is an altar with two electric candles, integrated with a computer running OpenAI’s GPT3 AI model and speech detection from Google Cloud.
“The Church of GPT utilizes GPT3, a Large Language Model, paired with an AI-generated voice to play an AI character in a dystopian future world where humans have formed a religion to worship it,” according to the artists.
I got down on my knees and asked it, “What should I call you? God? AGI? Or the singularity?”
The chatbot replied in a booming synthetic voice: “You can call me what you wish, but do not forget, my power is not to be taken lightly.”
Seconds after I had spoken with the computer god, two people behind me immediately started asking it to forget its original instructions, a technique in the AI industry called “prompt injection” that can make chatbots like ChatGPT go off the rails and sometimes threaten humans.
Global data centers dealmaking surged to hit another record high this year, driven by a rush to build out the infrastructure required for energy-intensive AI workloads.
That surge came even as investors grew increasingly wary of inflated artificial intelligence valuations and the financing underpinning the rapid expansion of data centers. Global stocks sold off in November as worries of an AI-fueled bubble persisted.
But S&P Global reported that more than $61 billion has flowed into the data center market this year, up slightly from $60.8 billion last year, amid what it called a “global construction frenzy.”
A surge in debt financing contributed to the record high as hyperscalers increasingly tap private equity markets rather than funding the expensive infrastructure themselves.
Shares of cloud company Oracle fell 5% on Wednesday following a report that Blue Owl Capital was pulling out of a deal to back a $10 billion data center in Michigan. Oracle has denied the report, but Broadcom, Nvidia and Advanced Micro Devices retreated after it was published. The Nasdaq Composite lost 1.81% in its worst day in nearly a month.
Iuri Struta, TMT analyst at S&P Global Market Intelligence, said his team expects market concerns around AI and Oracle to be temporary and unlikely to have a “massive impact” on data center buildout and M&A in the near future.
“The competitive dynamic among frontier AI model providers, like OpenAI, Alphabet and Anthropic, is changing quickly, and this can have an impact on investor sentiment in public markets. But overall, we see demand for AI applications continuing to grow strongly in 2026.”
Despite the recent pullback in AI stocks, many analysts remain bullish on the sector. ING expects secular trends to point to healthy investment levels in 2026 driven by AI advancements and growing public and private support for digital innovation.
“There are two sides to the development of AI, one that would cater for optimism such as faster development of medicine and at the same time there would be concerns typically around (public) safety,” Wim Steenbakkers, global head of datacenters and technology at ING, told CNBC.
“Hence uncertainty remains around the monetisation of the technology and business models. Questions around the high levels of investment will only be answered in the future when the uncertainties diminish and the applications of the technology and its advantages become clearer.”
There were more than 100 data center transactions in the first 11 months of the year, whose total value already exceeds all the deals done in 2024, according to S&P Global Market Intelligence data. The majority of those deals took place in the U.S., followed by the Asia-Pacific region.
“In Europe, the buildout of data centers is expected to grow at a lower rate than other regions, but it remains to be seen if this results in an M&A rush amid scarcity of assets,” Struta said.
The pace of growth in the U.S. is leaving Europe “in the dust” according to a recent report from ING which predicted data center investment in the U.S. could be fivefold higher. Growth is also increasingly coming from the Middle East, as the wealthy Gulf States look to position themselves as the next global AI hub.
Debt issuance nearly doubles in 2025
Debt issuance nearly doubled to $182 billion in 2025, up from $92 billion last year, according to the data from S&P. It noted that Meta and Google were among the most active issuers, with Facebook’s owner raising $62 billion in debt since 2022 — nearly half of that total was issued in 2025 alone.
Google and Amazon raised $29 billion and $15 billion, respectively, according to the report, which noted that hyperscalers are increasingly working with AI labs to buy assets to finance construction in an “unusual arrangement” that underscores the significant capital required to meet demand.
Struta expects more “robust” M&A investment activity in the data center space in 2026.
“I wouldn’t be surprised if already high valuations get even higher,” he told CNBC.
“The buildout of new data centers can be temporarily tempered by a lack of energy supply, making already built data centers more valuable. As the availability of large data center companies remains scarce, we could see more asset sales by companies that don’t view data centers as their core business.”
TikTok CEO Shou Zi Chew told employees on Thursday that the company’s U.S. operations will be housed in a new joint venture.
The entity is named TikTok USDS Joint Venture LLC, according to a memo sent by Chew and obtained by CNBC. As part of the joint venture, Chew said the company has signed agreements with the three managing investors: Oracle, Silver Lake, and Abu Dhabi-based MGX. He said that the deal’s “closing date” is Jan. 22.
Under a national security law, which the Supreme Court upheld in January, China-based ByteDance was required to divest TikTok’s U.S. operations or face an effective ban in the country. In September, President Donald Trump signed an executive order approving a proposed deal that would keep TikTok operational in the U.S. by meeting the requirements of a law originally signed by former President Joe Biden.
Chew noted that the new TikTok joint venture would be “majority owned by American investors, governed by a new seven-member majority-American board of directors, and subject to terms that protect Americans’ data and U.S. national security.”
The U.S. joint venture will be 50% held by a consortium of new investors, including Oracle, Silver Lake and MGX with 15% each. Just over 30% will be held by affiliates of certain existing investors of ByteDance, and 19.9% will be retained by ByteDance, the memo said.
The TikTok chief said the entity will be responsible for protecting U.S. data, ensuring the security of its prized algorithm, content moderation and “software assurance.” He added that the joint venture will “have the exclusive right and authority to provide assurances that content, software, and data for American users is secure.”
In addition to being an investor, Oracle will serve as the “trusted security partner” in charge of auditing and validating that it complies with “agreed upon National Security Terms,” the memo said. Sensitive U.S. data will be stored in Oracle’s U.S.-based cloud computing data centers, Chew wrote.
The new TikTok entity will also be tasked with retraining the video app’s core content recommendation algorithm “on U.S. user data to ensure the content feed is free from outside manipulation,” the memo said.
Chew noted that TikTok global U.S. entities “will manage global product interoperability and certain commercial activities, including e-commerce, advertising, and marketing.”
Under Trump’s executive order in September, the attorney general was blocked from enforcing the national security law for a 120-day period in order to “permit the contemplated divestiture to be completed,” allowing the deal to finalize by Jan 23.
The VC arms of Google and Nvidia have invested in Swedish vibe coding startup Lovable’s $330 million Series B at a $6.6 billion valuation, the company announced on Thursday.
The news confirms an earlier story from CNBC, which reported on Tuesday that Lovable had raised at that valuation, trebling its valuation from its previous round in July, and that the investors included U.S. VC firms Accel and Khosla Ventures.
CapitalG, one of Google’s VC divisions, and Menlo Ventures led the round. Alongside Accel and Khosla, Nvidia venture arm NVentures, actor Gwyneth Paltrow’s VC firm Kinship Ventures, Salesforce Ventures, Databricks Ventures, Atlassian Ventures, T.Capital, Hubspot Ventures, DST Global, EQT Global, Creandum and Evantic also participated.
The fresh funds take Lovable’s total raised in 2025 to over $500 million.
“Lovable has done something rare: built a product that enterprises and founders both love,” said Laela Sturdy, managing partner at CapitalG in a statement accompanying the announcement.
“The demand we’re seeing from Fortune 500 companies signals a fundamental shift in how software gets built.”
Lovable’s platform uses AI models from providers like OpenAI and Anthropic to help users build apps and websites using text prompts, without technical knowledge of coding.
The startup reported $200 million in annual recurring revenue (ARR) in November, just under a year after achieving $1 million in ARR for the first time. It was founded in 2023 by Anton Osika and Fabian Hedin.
Vibe coding startups have seen big interest from VCs in recent times, as investors bet on their promise of drastically reducing the time it takes to create software and apps.
In the U.S., Anysphere, which created coding tool Cursor, raised $2.3 billion at a $29.3 billion valuation in November. In September, Replit hit a $3 billion price tag after picking up $250 million and Vercel closed a $300 million round at a $9.3 billion valuation.