What's happening: Machina Labs raises $124M Series C to build AI-driven intelligent factory
Machina Labs closed a $124 million Series C round led by Woven Capital, Lockheed Martin Ventures, Balerion Space Ventures and the Strategic Development Fund. The capital will fund a 200,000‑square‑foot Intelligent Factory in the United States, featuring up to 50 RoboCraftsman cells that produce complex metal assemblies for defense, aerospace and automotive customers.
Also developing:

The episode breaks down three major trends: AI infrastructure spending is already 1.6% of U.S. GDP and could near 3% by 2030, dwarfing past tech booms but still far from wartime mobilisations; female‑founder funding in Europe is rising in absolute terms yet losing share, with only 15% of VC decision‑makers being women, highlighting a structural bias; and founder‑focused tools like ChatGPT for competitor analysis, a 20‑email launch sequence, idea‑validation frameworks, and the Exit Velocity Index (EVI) illustrate how efficiency and data‑driven tactics now outweigh sheer scale in startup success. The host, Sahil R., emphasizes that capital efficiency and speed—measured by EVI—are the new benchmarks for value creation.

Jason Lemkin and Owner CRO Kyle Norton discuss how AI agents now outperform average AEs and SDRs, reshaping GTM team structures. They stress that CROs/CMOs must personally train at least one agent within 30 days, choose one or two vendor...
A key aspect of marketing a B2C software company is helping prospective buyers/investors evaluate the asset on its own merits instead of against the backdrop of B2B software. Unfortunately, B2C software businesses usually don't receive the same caliber of treatment...
Hey Chris, We’re actively syndicating secondary SPVs in Polymarket, xAI, SpaceX, Anduril, and Kraken alongside a broader basket of late-stage names. Flagging in case you’re spending time on late-stage, high-growth, pre-IPO opportunities. Happy to connect later this week or next to share...

Italian startup Limenet announced a €7 million financing round led by CDP Venture Capital and construction group Fassa Bortolo. The capital will be used to cement the company’s market leadership and speed up development of its carbon‑dioxide removal technologies. Limenet, headquartered...
What do growth equity and the NYC Marathon have in common? JMI Equity 's own Larry Contrella proves it takes the same innate drive and competitive streak to succeed at either. Tune in to tomorrow's Run the Numbers to learn...

Ferronova, an Adelaide‑based medical‑technology firm, closed a $6 million financing round, bringing its total capital to $17.5 million. The round was led by Uniseed/UniSuper, South Australian Venture Capital Fund, Artesian Venture Partners, and Renew Pharmaceuticals. The cash will fund expansion of its...

In this episode, Stefan Roebel, co‑founder and CEO of ARX Robotics, discusses how his company evolved from makeshift decoy robots to NATO‑backed modular systems now operating in Ukraine, illustrating the need for Europe to overhaul its slow defence procurement and...
One CEO I have insane respect for is Daniel Dines, CEO of UiPath. After the better part of two decades — and it taking 10 years to get the first $1m ARR (!) — he stepped down as CEO, a billionaire,...
for folks thinking about a new thing in 2026: we want to find you a job at a startup -- we’ve invested in >250 companies so far via a16z speedrun. I’ve spent time with all of the founders: I’m betting (literally)...
Hoboken Farms secured a $4 million financing round led by brand‑loyal investors, fueling the launch of its Butter & Calabrian Chili sauce. The new product carries KETO, Gluten‑Free and Seed Oil Free certifications, reinforcing the company’s clean‑label strategy. Nationwide distribution expands...
Trata (@trytrata) curates anonymous hedge fund debates into the fastest-growing library of investment research. They work with 125+ contributing funds globally that manage >$175 billion in AUM. Trata facilitates calls between funds and uses voice agents trained on these conversations to...
Congrats to @triggerdotdev on their $16M Series A! Prototyping AI is easy, but building production-grade agents is hard. https://t.co/EAT6n7xgeL handles reliability, scaling, orchestration, and observability—already powering hundreds of millions of agent executions per month for 30K+ developers. https://t.co/PgyXjqSzwR

Elad Gil explains how to uncover billion‑dollar markets that appear small or unappealing by prioritizing market size over ideas, using first‑principles analysis, solving personal pain points, and validating demand through paying customers. He outlines four spotting principles and three market...
Founders who are not focused on building distribution: https://t.co/XypSD04aLJ
Not an investor but I think Waymo will be a successful IPO if and when it does It quietly has the most robotaxis of any company around the world https://t.co/CzXsOB6viz

In this episode, Maxim and Pavel of FinSight Ventures explain their "secondary‑first" approach, using secondary market purchases from employees and liquidity‑seeking funds to secure stakes in high‑growth companies like Anthropic, SpaceX, Stripe and Palantir, and they unveil a $50 million Generative...
There's never going to be a perfect time to build a startup. Please stop waiting and start building.
American capitalists that care about value creation vs. UK chairmans who care about their career? Becoming knighted? The governance is f***** up on UK PLCs. If they do not bring @TSMonzo back they will lose the $5BN he gained for them.

In this episode, Matthew Wilson of Jack & Jill and investor Peter Specht discuss how AI-driven recruiting agents are reshaping a broken talent market, highlighting the founding insight that voice‑based agents can create a high‑signal two‑sided marketplace. They explain Jack’s...
Despite open-source AI models being 10-100x cheaper, proprietary providers haven’t lost pricing power. OpenRouter’s data reveals a market splitting in two. Over the last year, open-source models’ market share has remained stable around 22-25%, briefly spiking to 35% during the explosive...
We see this kind of thing from time to time before seed/VC funding — but it should never happen after fund raising Which is why governance is so critical for startups — you can avoid 100% of these self inflicted...
The AI market is splitting into two distinct camps: open‑source models, which remain roughly 22‑25% of usage despite being 10‑100× cheaper, and proprietary providers that retain pricing power for high‑value workloads. Open‑source share held steady, briefly spiking to 35% during...

Most advice fails for a simple reason. It shows up too late. By the time founders ask for help, the decision has already hardened. Positions are entrenched. Narratives are locked. The cost of being wrong has gone up. Uncapped Notes Live is designed...
So @harmonic_ai just released their Hot 25 Report on the most in-demand early-stage companies. The top 3: @getserval Is the big new entry at #1 & have now announced a massive Series B at a valuation above $1BN 20VC portfolio company @peec_ai rises...
Last Uncapped episode of the year, feeling really grateful for what a fun project this has turned out to be. Closing out the year with one of my best friends @saammotamedi. Although I don't like to admit it to him, he's...
Most overnight success stories were founded at least 2 years before you’d ever heard of them Often, 2 years before they even had a paying customer
In our latest episode of Vista Point Advisors ' podcast, The Path to Exit, I sat down with Sarah Letourneau from Goldman Sachs to talk about the most common pitfalls we see founders encounter when preparing for an exit. Listen...
TL;DR DoW Directory revision 3 is Online here , Order a print copy here. In November 2025 the Department of War (DoW) unveiled the biggest changes in 60 years of how they will buy weapons and services. This month Congress,...
Notion: $2M seed → $11B in 12 years. A great case study on growing into your valuation The journey: 2013: $2M seed 2019: $3M ARR → $800M val (267x) 2020: $13M ARR → $2B val (154x) 2021: $31M ARR → $10B val (322x) ←...
Emerging fund VCs are much more akin to startups than to other VCs. Both have to figure out go-to-market and how to bring money in the door.
I'd like to add someone to help me with @saastrfund This is primarily an in-bound venture role, and a chance to learn If you know what the best looks like at $10k MRR in B2B+AI, email me
I'm stoked about the innovative token/equity alignment @rainbowdotme (776 co) is pioneering w/ their Class F structure 👏 $RNBW presale is live thru Dec 18th US folks: https://t.co/iU1W0GicNg Rest of world: https://t.co/I88ezq4fnT
Joining the Hustle Fund crew’s 24 hour livestream (only for an hour, thank god). Here’s the schedule. Join me. :) https://t.co/hflDlAnt4y https://t.co/XBGEIpb78R
SaaS for churches is wildly underrated. Live on @acquiredotcom: AI platform that turns a Sunday sermon into a full week of social posts, clips, emails, and discussion prompts. $275K TTM revenue $120K TTM profit 375% YoY growth Full listing: https://t.co/uXWpOoEZLT https://t.co/6dtcnsYY9i
Speed emerges when decisions have owners. It disappears when decisions have committees. Team size and sign-off count quietly define your execution ceiling.
I think you can build a large tech startup from literally anywhere in the world. At the same time, I still think it is valuable to spend at least a few months in San Francisco to build network.
You can learn a lot about a company by watching what happens after a mistake. Do people rush to explain it away, or do they slow down to understand it. One path protects egos. The other protects the future.
Angel investors can invest for a whole variety of reasons besides maximizing returns. They invest because they like you or your cause. They invest because they think your mission is strong. Finding the right investor fit is more important than...
i'm looking for someone who has experience building evals for frontier ai systems for an amazing opportunity at a well-funded @airstreet company with strong traction ideally in london or wanting to move there ping here or dm if you're interested /...
Venture investors are going through an existential crisis. If you are not in the OpenAI, Anthropic, Cursor, Mercor etc etc you do not fricking matter.
In listening to Nate Silver’s audiobook “On The Edge”, I’m reminded by how similar angel investing is with poker playing. A lot of the time, you are losing hands, and you need to be able to survive long enough to...
The world has 1B angel investors. And they may not know they are angels. You just have to find them.
these are really fun thought prompts from South Park Commons nice Dylan Itzikowitz and team https://lnkd.in/gUzU-Eqa
Founders say they want feedback early. They talk to customers. They debate ideas. They refine plans. They align teams. None of that creates information. Reality only enters when something external can contradict you. A user ignores the product. Behavior stays flat. A test fails. Money doesn’t...
I think David George is one of the great growth investors today. But I also think some of the hardest and most pressing questions have not been asked. - How does a $5BN fund do a 5x? - Why invest $300M into Adam...
INVOLUNTARY exits for the small VCs (50%+) VOLUNTARY exits for the large VCs (~5 will IPO)
The amount of venture firms in the valley that have a win rate sub 50% right now is insane. Early stage valley is more competitive, frothy and crowded than ever.

I saw this graph by @IlyaStrebulaev on the number of rounds entrepreneurs raise to become a unicorn. I was surprised that the plurality is only 3 rounds. https://t.co/9mxwrrzBdX
After I became a VC, I understood much more clearly that there are all kinds of investors with varying incentives and interests. Angels, Family offices, Corporates, Fund of funds, Endowments, Gov, etc The same is true for startups. You have...