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Wing VC
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Wing VC
@Wing_VC
Wing is an early-stage investor and long-term company builder. We support @SnowflakeDB @Gong_io @Cohesity @humaninteresthq @Pinecone @DeepgramAI @AirOpsHQ more
Palo Alto, CA Katılım Haziran 2013
994 Takip Edilen8.9K Takipçiler
The future of technology and connectivity gets decided in Napa this September. 🚀
Nova Future Summit, our new event with the @GSMA, brings the room together:
▪️ @btaylor (OpenAI / Sierra)
▪️ Benedicte Schilbred Fasmer (Telenor)
▪️ @danrogers100 (Asana)
▪️ @Alfred_Lin (Sequoia)
▪️ @zatlyn (Cloudflare)
GSMA's Erich Hermanns said they brought Wing in for a reason: we've built events like this in Silicon Valley before, and we know this community.
Closed-door, under the Chatham House Rule. Invite-only 👉 novasummit.com
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How do you teach an AI a job when there's no right answer to check against?
The last year of AI gains came from tasks you can grade instantly. Code runs or it doesn't. A proof holds or it doesn't. But most work that matters, like strategy, design, and discovery, has no grader.
@Wing_VC partner @tanayj maps how the field is solving it:
📋 Rubrics: turn fuzzy judgment into checkable questions
🔬 Formalize: make messy fields like tax and law provable
🧪 Own the loop: let a real-world lab be the verifier
Read it here: wing.vc/content/how-ai…
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Wing VC retweetledi
@Wing_VC's investment in Bespoke is the result of an exhaustive exploration of the space. We looked long and hard for the right team and were fortunate to meet @madiator and @AlexGDimakis! Limitless opportunity here
Wing VC@Wing_VC
.@bespokelabsai raises $40M to build the environments that train reliable agents 🎉 AI agents are unreliable. That's the single biggest thing standing between today's demos and the coworker-grade agents everyone keeps promising. Bespoke is fixing it at the root, and the key ingredient is the environment an agent learns in: a realistic, simulated world where it practices a task and gets graded on whether it actually finished. Founded by @madiator and @AlexGDimakis, Bespoke is already behind some of the most-used open work in AI. Read more on the @Wing_VC blog about our investment. wing.vc/content/invest…
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Wing VC retweetledi
Happy to finally make this announcement of our Seed and Series A raises.
It's been a great journey since I left Google DeepMind 2.5 years ago with a goal to democratize post-training! Post-training gets easier if you have access to good data and now, RL environments. That's why we have poured our energy into doing data research.
And we will continue to make Bespoke into one of the world's best data research labs.
Thank you everyone for your support and thanks to the incredible Bespoke team that has done amazing work so far!
PS1: Yes, we got busy with building after our Seed (MiniCheck, Curator, OpenThoughts, Terminal Bench..) so we didn't get a chance to announce the Seed raise!
PS2: I will be at ICML starting Wed!
Bespoke Labs@bespokelabsai
We’re thrilled to announce a $40M investment that will fuel our mission to make AI agents reliable. For the past two years, we've been heads-down doing world-class data curation research and shipping best-in-class reinforcement learning environments for training and optimizing AI agents. This funding lets us go a lot deeper on both. Thank you to our investors @Wing_VC, @MayfieldFund, @8vc, @thehousefund and our angels such as Jeff Dean, Dheeraj Pandey, Tristan Handy, and several others from Anthropic, OpenAI, Meta. And thanks to the frontier labs and enterprises we work with every day, for sharing our vision for a future where agents can run autonomously for weeks and months at a time. (more below)
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Wing VC retweetledi
Thrilled to announce our $40M fundraise! We would like to thank our investors (Wing, Mayfield, 8VC, The House Fund) and angels (Jeff Dean, Dheeraj Pandey, Tristan Handy), Tasso Argyros, and several others from Anthropic, OpenAI, Meta, and our customers in frontier labs and enterprises that we work with every day. Bespoke Labs will make AI agents reliable and make it easier to optimize their performance.
Bespoke Labs@bespokelabsai
We’re thrilled to announce a $40M investment that will fuel our mission to make AI agents reliable. For the past two years, we've been heads-down doing world-class data curation research and shipping best-in-class reinforcement learning environments for training and optimizing AI agents. This funding lets us go a lot deeper on both. Thank you to our investors @Wing_VC, @MayfieldFund, @8vc, @thehousefund and our angels such as Jeff Dean, Dheeraj Pandey, Tristan Handy, and several others from Anthropic, OpenAI, Meta. And thanks to the frontier labs and enterprises we work with every day, for sharing our vision for a future where agents can run autonomously for weeks and months at a time. (more below)
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Wing VC retweetledi
Beyond excited to partner with @bespokelabsai as they bring cutting edge RL to the world! Mahesh and Alex are special founders and a true pleasure to work with.
Bespoke Labs@bespokelabsai
We’re thrilled to announce a $40M investment that will fuel our mission to make AI agents reliable. For the past two years, we've been heads-down doing world-class data curation research and shipping best-in-class reinforcement learning environments for training and optimizing AI agents. This funding lets us go a lot deeper on both. Thank you to our investors @Wing_VC, @MayfieldFund, @8vc, @thehousefund and our angels such as Jeff Dean, Dheeraj Pandey, Tristan Handy, and several others from Anthropic, OpenAI, Meta. And thanks to the frontier labs and enterprises we work with every day, for sharing our vision for a future where agents can run autonomously for weeks and months at a time. (more below)
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We're thrilled to invest alongside @MayfieldFund, @8vc, @thehousefund and angels from Anthropic, OpenAI, and Meta.
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.@bespokelabsai raises $40M to build the environments that train reliable agents 🎉
AI agents are unreliable. That's the single biggest thing standing between today's demos and the coworker-grade agents everyone keeps promising.
Bespoke is fixing it at the root, and the key ingredient is the environment an agent learns in: a realistic, simulated world where it practices a task and gets graded on whether it actually finished.
Founded by @madiator and @AlexGDimakis, Bespoke is already behind some of the most-used open work in AI.
Read more on the @Wing_VC blog about our investment.
wing.vc/content/invest…
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Wing VC retweetledi
We’re thrilled to announce a $40M investment that will fuel our mission to make AI agents reliable.
For the past two years, we've been heads-down doing world-class data curation research and shipping best-in-class reinforcement learning environments for training and optimizing AI agents. This funding lets us go a lot deeper on both.
Thank you to our investors @Wing_VC, @MayfieldFund, @8vc, @thehousefund and our angels such as Jeff Dean, Dheeraj Pandey, Tristan Handy, and several others from Anthropic, OpenAI, Meta. And thanks to the frontier labs and enterprises we work with every day, for sharing our vision for a future where agents can run autonomously for weeks and months at a time.
(more below)
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Build the agent, or power the agent?
@Wing_VC partner @tanayj on the fork every founder faces now that work starts inside Claude, ChatGPT, and Copilot: become the agent your customer opens, or make the one they already use better at your domain.
The twist: you don't have to pick one. Most will do both.
wing.vc/content/build-…
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Wing VC retweetledi
Reasoning models can now generate hypotheses in seconds. Verifying them requires biological ground truth. Tahoe is building that ground truth. This is our path to biological superintelligence. @nalidoust @iamjohnnyyu @genophoria
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@tahoe_ai Therapeutics is a perfect example of our lead in investing at the intersection of AI and biology.
We co-led Tahoe's seed round in 2022, and today the conviction pays off again.
Tahoe is introducing TARA, its Autonomous Research Agent: a fresh take on how massive biological datasets should be used. A researcher brings their intuition. TARA runs it against a map of how millions of cells behave and returns a verdict with the receipts, validating or killing hypotheses in hours, not the 18 months it takes in a lab.
Watch the video ⬇️
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📖Weekend read: @Wing_VC partner @chriszeoli on who's actually winning the AI race.
Most people assume it comes down to who builds the smartest model.
Chris makes the case that the real contest is over who supplies the cheap, "good enough" AI the world runs every day. And on that front, China has quietly pulled ahead.
A few things he unpacks:
✅Chinese open models now power the majority of everyday AI usage, up from almost nothing 18 months ago
✅The 2025 panic that cheap AI would sink Nvidia got it backwards. Nvidia is now the most valuable company on earth
✅The money isn't in the models themselves. It's in the chips underneath and the distribution on top
Where do you think the advantage lies, the models or the infrastructure behind them?
wing.vc/content/chinas…
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There's a common assumption that the real money in AI lives in the apps.
@Wing_VC partner @chriszeoli makes the case that it's actually moving in the other direction.
In his new post, "Software Ate the World. Now Hardware Is Eating Software," he walks through how value is rotating back down to the foundation of the stack: the chips, the data, and the models that power everything else.
A few of the key arguments he makes:
✅Value holds where it's hard to copy
✅Chips and proprietary data tend to stay put
✅The apps built on top are easier to swap out, so they hold onto less of the margin over time
Where do you think the real money in AI ends up: the apps, or the foundation they're built on? Let us know below.
wing.vc/content/softwa…
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Wing VC retweetledi
Gray Swan: Red-Teaming after Mythos & the coming AI security crisis latent.space/p/gray-swan
@GraySwanAI cofounders @zicokolter and Matt Fredrikson explain why AI security is fundamentally different from traditional cybersecurity, how their automated red-teaming system Shade can now outperform humans at breaking frontier models, why prompt injection creates an entirely new class of exploits for agents like Claude Code and Codex, and why the first major AI security breach may be a gray swan event that everyone sees coming.
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New listen: @GraySwanAI cofounders @zicokolter and Matt Fredrikson sat down with @swyx on @latentspacepod to unpack why AI security is its own discipline; not just "cybersecurity with AI."
As agents like Claude Code and Codex go mainstream, they open up an entirely new class of vulnerabilities. Zico and Matt break it all down:
🎯Prompt injection
🛑The "lethal trifecta"
🤖Automated red teaming
🦢Why the next major AI incident may be a gray swan, unlikely, but visible long before it hits
Essential listening for anyone building or deploying AI agents: latent.space/p/gray-swan
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Wing VC retweetledi
AI's bottleneck isn't compute anymore. It's memory.
Compute has outrun memory bandwidth by ~600x over two decades. The unit of AI infra spend is shifting from FLOPS to bytes held in fast memory.
Here's the breakdown - and who's monetizing it:
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Wing VC retweetledi
Congratulations to the @synthefy team on this major accomplishment!
Synthefy@synthefyinc
Today we're releasing Synthefy Nori: a tabular foundation model for structured data. → Ranks #1 on aggregate across 96 datasets, ahead of TabPFN-3 > Beats tuned XGBoost & LightGBM on ~80% benchmark datasets, with zero training or tuning → 6M parameters, ~1/10 the size of its nearest peers → Fully open source: weights, inference, training code Pass your labeled rows as context, get predictions back in seconds. No training. No tuning. Built for the predictions businesses run on (demand planning, risk, pricing, churn, conversion) Details to full release below. 👇
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We're thrilled to welcome Danny Wen to @Wing_VC as Head of Business Development! 🎉
Danny (a @ycombinator S13 alum) was an early investor and operator at Wing portfolio company @FindemAi (which we helped incubate and was a lead investor in), where he led strategy, corp dev & BD, and closed some of its biggest strategic and M&A deals alongside founder/CEO @hkolam.
Now he'll focus on building our founder & researcher communities, deepening Frontier Lab and strategic corporate relationships, and growing Wing's CxO network.
Welcome aboard, Danny! 🚀 Researchers and Heads of AI — reach out to him directly
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