Together AI Core Team Bridge the Gap Between AI and Hardware
Together AI highlights its core team developing optimised software components to streamline AI model performance on GPU hardware. The team is responsible for developing FlashAttention and ThunderKittens.
What happened?
Together AI has spotlighted its internal core team, whose primary task is to develop high-performance and optimised software components known as kernels. These kernels are crucial for maximising efficiency when running AI models on graphics processing units (GPUs). The team is behind the successful FlashAttention architecture and the ThunderKittens optimisation library.
Key facts
| Huvudfokus | Optimering av AI-modeller på GPU-hårdvara |
|---|---|
| Kända projekt | FlashAttention, ThunderKittens |
”The team behind FlashAttention and ThunderKittens — how Together AI's kernel researchers close the gap between GPU hardware and production AI.”
Why it matters
The development of optimised kernels is critical to meeting the increasing demands for computational power in the AI sector. By bridging the gap between software and hardware, Together AI can offer faster and more cost-effective solutions for AI development. This accelerates the pace of innovation and makes advanced AI more accessible.
Who is affected?
Primarily AI developers and companies using or building large-scale AI models are affected. Cloud providers and hardware manufacturers such as NVIDIA are also impacted, as optimised kernels push the limits of hardware and drive development forward. Indirectly, end-users of AI services benefit from faster and more responsive applications.
What else you should know
Work on kernel optimisation requires in-depth knowledge of both algorithms and low-level programming for specific hardware, making these teams a vital strategic asset for AI companies.
Quick answers about this story
Vad har hänt?
När hände det?
Varför spelar det roll?
Vilka bolag berörs?
Vad är FlashAttention och ThunderKittens?
The link opens in a new window and leads to the publisher's own site.
Källan har spårats automatiskt från utgivaren via Aheadlines signalkedja.
AI-verktyg i artikeln
Topics
Get similar news straight to your inbox
The reader's room
Send in a question or an addition. The newsroom reads everything before it's published and replies when relevant. No AI-generated text – just people.
Sign in to submit a comment or question.
Read the article through your role
- Decide whether this affects strategy over 6–12 months or is just noise.
- Discuss with leadership: do we own the right question or does ownership need to move?
- Ask: what risk are we taking by NOT acting on this this quarter?
Generated angle — not editorial analysis of "Together AI Core Team Bridge the Gap Between AI and Hardware"