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At UCLA, Professors See 'Exciting Opportunities' in AI Writing Tools
Nat Rubio-Licht
Nat Rubio-Licht is a freelance reporter with dot.LA. They previously worked at Protocol writing the Source Code newsletter and at the L.A. Business Journal covering tech and aerospace. They can be reached at nat@dot.la.
Generative AI is tech’s latest buzz word, with developers creating programs that can do anything from writing an academic essay about guitars and elevators to creating photorealistic paintings of majestic cats.
ChatGPT, a platform built by DALL-E 2 and GPT-3 founder OpenAI, is the latest one of these tools to go viral. But this tool can go far beyond writing a version of the Declaration of Independence in the style of Jar Jar Binks. It has the capability to write full essays on almost any subject a college kid could desire — creating another layer of complex technology that humanities professors now have to consider when they teach and dole out assignments.
While ChatGPT does have some limitations (It can only write up to 650 words per prompt), some students have taken to Reddit to talk about the potential uses and workarounds of the word limit to help them pass their classes. Ironically, another student even used the AI to write an apology email to his professor for using AI to write his emails.
One student wrote, “As finals are hitting, I’ve written 6 papers for people and made a great chunk of change. Same day turnaround, any size paper with perfect grammar and in depth writing plagiarism free is a pretty lucrative way to advertise oneself to a bunch of cracked out stressed college students.”
But despite the tool’s internet virality among desperate college students, UCLA professors told dot.LA that they aren’t worried about ChatGPT’s capabilities. Rather than viewing the technology as something they have to shield students from using, they see it as another potential tool in their arsenal and something they can implement in their classrooms.
“My sense of ChatGPT is that it's actually a really exciting opportunity to reconsider what it is that we do when we write things like essays,” said Danny Snelson, assistant professor of English at UCLA. “Rather than raising questions of academic integrity, this should have us asking questions about what kinds of assignments we give our students.”
Snelson tried ChatGPT out for himself, prompting the platform to write an essay about “the literary merit of video games that cites three key scholars in the field.” As it does, ChatGPT instantaneously churned out an essay which answered the prompt accurately and synthesized the arguments of three scholars in a compelling way. But Snelson could spot flaws in its work. The writing style was repetitive and the scholars the AI chose were not diverse.
“I probably will give my students the assignment on the first day of class to write a ChatGPT essay about a topic they know nothing about,” Snelson says. “Then have them discuss the essays that ChatGPT has written for them and what the limits of their arguments are.”
Christine Holten, director of Writing Programs and the UCLA Undergraduate Writing Center, said that she and other instructors are currently having similar talks about how to integrate these tools in a responsible way.
“One way is to allow students to use them,” she said. “Build them into the course, and allow reflection about the bounds of their use, what their limitations are, what are their advantages? How does it change their composing?”
Along with dissecting the platform’s limitations, Snelson also sees using ChatGPT as a tool to propel students’ writing even further. For example, one of the hardest parts about writing an essay is the first line. Having an AI write it for you can be a great starting point to push past the “blank page dilemma,” he said.
And while ChatGPT can write a passable essay on almost any subject, Snelson said students still need to have an understanding of the subjects they’re writing about. “Having a live conversation about Chaucer in the classroom, a student is not going to be helped by an AI,” he said.
“In the real world, you have access to information, you have access to writing tools,” Snelson added. “Why should (academics) disavow or disallow those kinds of tools?”
To that end, Holten said she recognizes that ChatGPT “raises the stakes” by circumventing tools that academics have relied on to detect plagiarism. But students turning in papers that aren’t their own isn’t new: Essay mills have existed for a long time, and Instagram is filled with pages that will sell students an academic paper.
“We have to do our part by trying to craft assignments carefully and making sure that we're not assigning these open-ended prompts of the sort that could be bought from paper mills,” she said.
It helps, too, that ChatGPT may already be working on a solution. Scott Aaronson, who works on the theoretical foundations of AI safety at OpenAI, said in a blog post that he’s working on a tool for “statistically watermarking the outputs of a text model like GPT” that adds in an “otherwise unnoticeable secret signal in its choices of words” to prevent things like academic plagiarism, mass generation of propaganda or impersonating someone’s writing style to incriminate them, though it's unclear how far away this development is.
“We want it to be much harder to take a GPT output and pass it off as if it came from a human,” Aaronson wrote.
All of which explains why even despite claims that high-school English and the student essay are nearing their death knell, Holten thinks, ultimately, “The availability of ChatGPT is not likely to change very much.”From Your Site Articles
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Nat Rubio-Licht
Nat Rubio-Licht is a freelance reporter with dot.LA. They previously worked at Protocol writing the Source Code newsletter and at the L.A. Business Journal covering tech and aerospace. They can be reached at nat@dot.la.
nat@dot.la
🔦 Spotlight
Hey LA,
This week’s most interesting story isn’t a flashy new feature, it’s a quieter flex: Snapchat is getting people to pay for Snapchat, on purpose.
Snap just proved “free app” isn’t the only business model
Snap says its direct revenue business is now running at a $1B annualized pace, with 25M+ subscribers paying across a growing menu of products like Snapchat+, Lens+, Snapchat Premium, and Memories Storage Plans. That matters because it’s not just a nice add-on to ads, it’s a different kind of relationship with users. Ads monetize attention. Subscriptions monetize intent.
And intent is sticky. If someone pulls out a card for you, they don’t churn the way an algorithm does.
Creator Subscriptions are the real tell
Snap is also launching Creator Subscriptions, starting with an alpha on February 23 for select U.S. creators, then expanding to Snap Stars in Canada, the U.K., and France in the following weeks. The offer is straightforward: subscriber-only Stories and Snaps, priority replies, and an ad-free experience inside that creator’s Stories.
The strategic move is even simpler. Snap wants “paying for closeness” to happen inside Stories and Chat, not on some external membership page. If they get that right, creators stop treating Snapchat as just a top-of-funnel channel and start treating it like a place to actually monetize their audience. Snap, meanwhile, gets a revenue stream that doesn’t care what CPMs are doing this quarter.
Meanwhile, IRL: lululemon’s Studio Yet.
Lululemon’s Studio Yet. pop-up is running Feb. 18 through March 8 at 8175 Melrose Ave. It’s a ticketed, limited-capacity lineup of workouts and community programming, with proceeds (less fees) supporting BlacklistLA.
Keep scrolling for the latest LA venture rounds, fund news and acquisitions.
🤝 Venture Deals
LA Companies
- Radiant announced a strategic investment from Lockheed Martin via Lockheed Martin Ventures, further oversubscribing the company’s current financing round. Radiant is developing its 1 MW Kaleidos portable nuclear microreactor and says it’s targeting a first reactor startup this summer at Idaho National Laboratory, with initial customer deployments planned for 2028. - learn more
- Mesh Optical Technologies announced it has raised over $50M, led by Thrive Capital, to scale production of its Alpha C1 optical transceiver, which converts electrical signals to light at 1.6 Tbps for AI data centers. The startup says its edge is manufacturing: it builds the optical engine using fast, repeatable flip-chip die bonding to make high-volume, U.S.-based production of optical links possible, backed by a team with experience from SpaceX and Intel.- learn more
LA Venture Funds
- Alexandria Venture Investments participated as an existing investor in Ten63 Therapeutics’ latest strategic financing, which also included participation from Morpheus Ventures and added new backers such as Chugai Venture Fund and the Gates Foundation, bringing total funding to more than $45M. Ten63 says it will use the capital to scale BEYOND, its AI-driven “Large Quantum Chemistry Model” platform for designing small-molecule drugs against historically “undruggable” targets, including programs in oncology and an HPV-focused effort supported by the Gates Foundation.- learn more
- B Capital participated in Code Metal’s $125M Series B, a round led by Salesforce Ventures that valued the company at $1.25B, alongside investors including Accel, J2 Ventures, Shield Capital, Smith Point Capital, and others.Code Metal says it will use the new capital to expand engineering, accelerate product development, grow government and commercial partnerships, and scale go-to-market for its “verifiable” AI code generation and translation platform used in mission-critical environments. - learn more
- Bonfire Ventures co-led Odynn’s $9.5M seed round alongside 8VC, with participation from Khosla Ventures and General Catalyst. Odynn says it’s building personalized AI infrastructure for travel companies, aiming to replace one-size-fits-all booking portals with dynamic experiences that tailor search, recommendations, and conversion flows to each traveler. - learn more
- MTech Capital led Qumis’s $4.3M oversubscribed seed round, which also brought in American Family Ventures as a new strategic investor and pushed total funding to $6.75M. The company says it’s building an attorney-trained AI platform for commercial insurance “coverage intelligence,” and will use the funding to expand go-to-market and deepen product capabilities as adoption grows among large brokers and carriers (including NFP). - learn more
- WndrCo participated in Mansa’s seed funding round, which the company says totaled $12M and was led by MaC Venture Capital. Mansa is now launching a vertical “micro-drama” format inside its app, debuting with the 27-episode original series The Heiress, The Baller & The Secret Society and positioning the feature as a mobile-first way to release serialized stories globally. - learn more
- Alpha Edison co-led Ownwell’s $50M Series B, with Wonder Ventures participating alongside investors including Mercato Partners, Intuit Ventures, Left Lane Capital, First Round Capital, Long Journey Ventures, and PROOF Fund. The round includes $30M in equity and $20M in debt financing from Western Alliance Bank, and Ownwell says it will use the capital to expand nationally and simplify the property-tax appeal process through a new “National Appeals Packet” product. - learn more
- Three Six Zero participated as an existing investor in Hook’s $10M Series A, which was led by Khosla Ventures with participation from Point72 Ventures, Imaginary Ventures, and Waverley Capital, bringing Hook’s total funding to $16M. Hook is an artist-first social platform that lets fans legally remix licensed songs using simple AI-powered tools and share them across social platforms, and it says the new capital will fund user growth plus product expansion like an Android app, richer creation formats, and deeper ecosystem integrations. - learn more
- Overture Ventures participated as an existing investor in Zero Homes’ $16.8M Series A, which was led by Prelude Ventures alongside SJF Ventures and the Exelon Foundation. Zero Homes says it’s using the funding to expand into new markets, broaden its home-upgrade offerings, and grow its contractor network, powered by a smartphone-based “digital twin” approach that produces upgrade designs and pricing remotely. - learn more
- Rebel Fund participated in Sphinx’s $7.1M seed round, which was led by Cherry Ventures alongside Y Combinator, Deel Ventures, and Singularity Capital. Sphinx is building browser-native compliance agents that work inside banks’ and fintechs’ existing tools to automate AML, KYC, and KYB work, with the new funding earmarked to scale that “agentic compliance workforce.” - learn more
- Matter Venture Partners led ChipAgents’ oversubscribed $50M Series A1, bringing total capital raised to $74M, with participation from existing investors Bessemer Venture Partners, Micron, MediaTek, and Ericsson. ChipAgents says it will use the new funding to scale its agentic AI platform for chip design and verification, expand engineering and research, and accelerate global deployment of multi-agent “chip teams,” alongside a new HQ buildout in Santa Clara. - learn more
- MemorialCare Innovation Fund participated in SpendRule’s $2M round, which was led by Abundant Venture Partners with additional backing from Zeal Capital Partners. SpendRule is emerging from stealth with an AI-driven platform that helps hospitals validate invoices against complex contract terms before payments go out, aiming to reduce overspending and “contract leakage” across purchased services. The company says early customers include health systems like MemorialCare, Kettering Health, and MUSC Health. - learn more
LA Exits
- Fred Segal is being acquired by Aritzia, which is buying the brand’s rights/IP (terms not disclosed) and planning a revival under its ownership. Melrose Avenue is central to the deal too, since Aritzia is also taking a lease on Fred Segal’s iconic ivy-covered site at 8100 Melrose as part of the comeback plan. - learn more
- The Expert is being acquired by Havenly in an all-equity deal (terms not disclosed), bringing The Expert’s high-end virtual designer consultations and trade-oriented marketplace into Havenly’s broader home and commerce ecosystem. Lee Anne Blake will join Havenly as chief commercial officer, and while The Expert will remain a standalone website, Havenly plans to plug in its tech to strengthen The Expert’s purchasing and procurement tools for designers. - learn more
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Revel’s Afterburner Round: $150M for Hard Tech Infrastructure
09:13 AM | February 27, 2026
🔦 Spotlight
Hello Los Angeles,
This week’s biggest hard tech funding headline belongs to Revel, which just raised a $150M Series B to modernize the software layer behind hardware test and control. The round was led by Index Ventures, with major participation from Redpoint Ventures and returning investors Thrive Capital, Felicis, and Abstract Ventures, plus angel participation including Figma CEO Dylan Field.

Revel’s pitch is simple: rockets, advanced energy, robotics, and defense systems have evolved fast, but the tooling that tests and commands them is still stuck in the past. The company says its platform can cut test stand setup time from 14 days to about 8 hours, and that teams go from testing every other day to multiple tests per day. One customer, Impulse Space, reportedly runs 80+ instances of RevelTest, and Revel claims every pilot it has run has converted into a paying customer.
What makes this more than “just another big round” is where Revel is aiming next: expanding from test stands into industrial control across critical infrastructure, including nuclear facilities, power stations, refineries, water treatment, data centers, and biomedical manufacturing. Their platform includes live telemetry and safe command execution, and even a purpose built language, RevelCode, designed for deterministic, debuggable control in high consequence environments. In other words, if LA is becoming a capital of hard tech, Revel is trying to become the control room software those companies standardize on.Keep scrolling for the latest LA venture rounds, fund news and acquisitions.
🤝 Venture Deals
LA Companies
- Third Way Health raised an oversubscribed $15M Series A led by Health Velocity Capital to scale its AI-enabled hybrid human and automation front-office operations for medical practices. The company says it will use the funding to accelerate customer growth, expand operations, and deepen its AI and automation roadmap, building on its claim of supporting practices serving 5M+ patients annually. - learn more
- Inhouse raised $5M in seed funding to grow its AI legal platform that helps small and midsize businesses generate contracts, get answers to complex legal questions, and bring in attorneys when needed. The round included backing from Run Ventures, Royal Street Ventures, Switch, and LegalZoom cofounder and former CEO Brian Liu, and the company says it will use the new capital to expand its AI agent capabilities and increase automation across contract lifecycle management, compliance, and proactive risk management. - learn more
- Subject raised a $28M growth investment led by Vistara Growth, with participation from new backers NextEquity Partners, Green Street Impact Partners, and Outcomes Collective, plus existing investors including Kleiner Perkins and others. The company says it will use the funding to accelerate development of its AI-powered K–12 curriculum and online learning platform, expand accredited course offerings, and scale adoption with more districts and educators worldwide. - learn more
- Mogul raised $5M in a round led by the Yamaha Music Innovations Fund, with participation from Urban Innovation Fund, Mindset Ventures, Fairway Capital Partners, and renewed support from Amplify LA and Wonder Ventures. The royalty management platform says it will use the funding to expand services for artists and their teams, building on traction like processing over $1.5B in royalties and launching its new Catalog Valuation Center to help creators understand the value of their catalogs. - learn more
- Handl Health raised a $14.2M Series A led by Arthur Ventures, with follow-on investment from Syndra Capital Partners, an additional strategic investor, and increased participation from existing backers Mucker Capital, Riverfront Ventures, Digital Health Venture Partners, and Boutique Venture Partners. The company says it will use the new capital to expand its platform and deliver deeper analytics that help employers and benefits decision-makers design lower-cost health plans with more predictable pricing and better care outcomes. - learn more
- Skorppio launched a self-serve, on-premise high-performance computer rental platform that lets AI teams, VFX studios, researchers, and schools rent enterprise-grade systems without buying hardware or locking into the cloud. The company says its fleet includes everything from performance laptops to DGX-class AI systems and GPU servers, supported through a PNY Pro partnership that makes NVIDIA Blackwell GPUs available, plus curated “KIT” bundles designed for specific workflows. - learn more
LA Venture Funds
- B Capital participated in Gushwork’s $9M seed round, backing the startup’s bet that “AI search” will become a major new channel for B2B lead generation. The round was co-led by Susquehanna International Group and Lightspeed, and Gushwork says it’s helping businesses show up in answers from tools like ChatGPT, Gemini, and Perplexity using automated marketing agents that generate search optimized content and backlinks. - learn more
- UP.Partners participated in BeyondMath’s $18.5M seed round, backing the company as it scales its “generative physics” approach to faster engineering-grade simulation. The raise included a $10M seed extension led by Cambridge Innovation Capital, with additional participation from Insight Partners and InMotion Ventures. - learn more
- MANTIS Venture Capital participated in SolveAI’s $50M funding round, backing the company as it launches a platform that lets employees build enterprise applications using natural language instead of code. The raise included a $45M Series A led by GV plus a previously undisclosed $5M pre-seed led by Accel, with additional participation from Northzone, NeverLift, and angels including Mike LoSapio, Pushmeet Kohli, and Olivier Godement. - learn more
- Fabric VC participated in Kash’s $2M pre-seed round, backing the startup as it embeds prediction markets directly into social media starting with X. Kash says users can turn posts into live, tradable markets through its @kash_bot, letting people express conviction on real-world outcomes inside the feed rather than in separate apps. The round also included investors such as Big Brain Holdings, Spartan Group, Coinbase Ventures, Kosmos Ventures, Halo Capital, MoonRock Capital, and Polaris Fund. - learn more
- M13 led LuminosAI’s latest funding round as the company launched Lighthouse, a new feature it says can automatically test generative and agentic AI systems for concrete legal liability. LuminosAI says the new capital will help it accelerate growth and expand its team to support a growing customer base, with participation from investors including Bloomberg Beta, Hawktail, AME Cloud Ventures, Crosscourt, Octave, Great Oaks, Fundrise, and others. - learn more
LA Exits
- Niagen Bioscience has sold its ChromaDex Reference Standards business to LGC in an all-cash transaction that closed on Feb. 24, 2026, as the company sharpens its focus on its core longevity strategy. Niagen says the divestiture helps it fully exit non-core operations and concentrate resources on NAD+ science, intellectual property, and commercial growth around its Niagen solutions, while LGC adds the standards portfolio to deepen its reference materials offering for pharma and lab customers. - learn more
- Mutiny has been acquired by LA-based investment firm Shamrock Capital, which says the deal will help Mutiny accelerate growth and strengthen its position as a leading gaming-focused creative agency. Founded in 2021 and previously incubated within Trailer Park Group, Mutiny works with publishers and brands on research-driven, player-first creative, social, and community campaigns. Shamrock says Mutiny will continue scaling as a standalone business, with support that could include strategic acquisitions. - learn more
- Vestigo Aerospace has been acquired by Applied Aerospace & Defense, bringing Vestigo’s Spinnaker deorbit drag-sail product line into Applied’s portfolio. Applied says Spinnaker helps satellite and launch-vehicle operators meet tightening orbital debris rules by providing a lightweight, cost-effective way to deorbit objects in low Earth orbit, and Vestigo founder and CEO Dr. David Spencer will join Applied as VP of Deployable Systems. - learn more
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