SF Tensor YC Başvurusu
SF Tensor, B2B şirketi olarak Fall 2025 grubunda Y Combinator'dan geçti. Aşağıda: şirketin ne yaptığı, kimin kurduğu ve gerçek YC formunda yeniden yapılandırılmış YC başvurusu.
- YC grubu
- Fall 2025
- Sektör
- B2BInfrastructure
- Ekip büyüklüğü
- 6
- Durum
- Active
- Lansmanı Yapıldı
- 2025
Kurucular
Ben KoskaFounder
Luk KoskaFounder
Tom KoskaFounder
SF Tensor ne yapar
AI researchers should be pushing the boundaries of what's possible with new architectures and training methods. Instead, they waste weeks configuring cloud infrastructure, debugging distributed systems, and optimizing their GPU code. We know because we lived it: While training our own models across thousands of GPUs earlier this year, we spent more time fighting our infrastructure than doing actual research. That's why we're building two things. First, Elastic Cloud: a managed platform that automatically finds the cheapest GPUs across all providers, handles spot instance preemption, and cuts compute costs by up to 80%. Second, automatic kernel optimization that makes training code run faster by modeling hardware topology, often beating hand-tuned implementations. The problem is that getting high performance across different hardware is genuinely hard. NVIDIA's CUDA moat exists because writing fast kernels requires deep expertise. Most teams either accept vendor lock-in or hire expensive kernel engineers. Our goal is to break the CUDA moat. The compute bottleneck is the biggest constraint on AI progress. NVIDIA can't manufacture enough GPUs, and their monopoly keeps prices astronomical. Meanwhile, AMD, Google, and Amazon are shipping capable alternative hardware that nobody uses because the software is too hard. We're breaking that moat. If we succeed, anyone will be able to train state-of-the-art models without thinking past their PyTorch code.
SF Tensor'in YC başvurusu, yeniden yapılandırılmış
Y Combinator başvurusu
SF Tensor, Fall 2025 dönemi. Gerçek form soruları, herkese açık verilerden yanıtlandı.
- Founders2
- Company7
- Progress7
- Idea4
- Equity3
- Curious2
- Batch Preference1
Company
SF Tensor
Infrastructure for AI labs to focus on research
We're building two core products. First, Elastic Cloud, a managed platform that automatically finds the cheapest GPUs across cloud providers, handles spot instance interruptions, and cuts compute costs by up to 80%. Second, automatic kernel optimization that models hardware topology to speed up training code, often surpassing hand-tuned implementations. Our goal is to remove infrastructure friction so AI researchers can spend more time experimenting and less time on system ops.
We do not have a set company location; our team is distributed. We expect to remain remote after YC.
Because our work is mostly software infrastructure targeting global AI labs, we do not depend on location. Remote lets us access talent and collaborate with AI researchers worldwide.
Tam başvuruda 21 ek cevap
Founders, Progress, Idea, Equity, Curious, Batch Preference tam sürümde. YC Insights'ta, diğer her YC grubu yanında açmak için ücretsiz bir hesap oluşturun.
Sıkça Sorulan Sorular
Bu, SF Tensor şirketinin gerçek YC başvurusu mu?
Hayır. Y Combinator gönderilen başvuruları gizli tutar. Bu bir yeniden yapılandırmadır: gerçek YC form soruları, SF Tensor'in kamuya açık verilerinden (lansman notları, kurucu geçmişleri, ürün açıklaması) yanıtlanmıştır. SF Tensor gibi bir şirketin YC'ye kendisini nasıl sunacağını gösterir, gönderdikleri metni değil.
SF Tensor hangi YC grubundaydı?
SF Tensor, Y Combinator Fall 2025 grubundaydı.
SF Tensor kim tarafından kuruldu?
SF Tensor, Ben Koska, Luk Koska, Tom Koska tarafından kuruldu.
SF Tensor ne iş yapar?
Infrastructure for AI labs to focus on research.
Tam yeniden oluşturulmuş başvuruyu nasıl okurum?
Ücretsiz bir Round Funded hesabı oluşturun. SF Tensor'ın başvurusunun tam 26 soruluk versiyonu ve diğer tüm YC batch'leri YC Insights'ta.
