Michael Søndergaard

[Michael Søndergaard @SpectralMichael]

@AtlasInference @SpectralCom @AIatAMD This is so cool!

[Spectral Compute @SpectralCom]

𝗦𝗽𝗲𝗰𝘁𝗿𝗮𝗹 𝗖𝗼𝗺𝗽𝘂𝘁𝗲 𝗶𝘀 𝗻𝗼𝘄 𝗽𝗮𝗿𝘁 𝗼𝗳 𝘁𝗵𝗲 𝗡𝗩𝗜𝗗𝗜𝗔 𝗜𝗻𝗰𝗲𝗽𝘁𝗶𝗼𝗻 𝗽𝗿𝗼𝗴𝗿𝗮𝗺. 🟩

Inception is @nvidia's program for AI startups - a membership that gives access to technical resources, preferred pricing on NVIDIA hardware and software, and exposure to a global network of investors and partners.

CUDA is the de-facto standard for AI developers, and we’re honored to play our part in growing the ecosystem.

[TensorWave @tensorwave]

From CUDA portability to real-world performance on @AMD GPUs, @SpectralMichael, CEO of @SpectralCom shares why open, portable AI infrastructure matters more than ever.

Watch the short interview from Beyond Summit 2026 on our YouTube channel: https://t.co/jel0KVdHIk

[Michael Søndergaard @SpectralMichael]

Everyone says CUDA can't target TPUs.

What they mean is nobody has written the compiler that raises CUDA code to something a systolic backend can consume.

Those are very different sentences.

Full post — Part 3 of why @SpectralCom exists: https://t.co/IAhMNaMqD4

[Spectral Compute @SpectralCom]

𝗨𝗽 𝘁𝗼 𝟮𝟱.𝟳× 𝗳𝗮𝘀𝘁𝗲𝗿. Unmodified CUDA. AMD silicon.

Thanks to the @tensorwave team for benchmarking SCALE on MI355X and publishing the numbers.

Port to AMD used to mean a rewrite. Now it means a recompile.

[Michael Søndergaard @SpectralMichael]

@HotAisle @tbpn @modal @bernhardsson @SpectralCom Yeah the modal guy needs to read my blog: https://t.co/cji6n8qPk3

[Michael Søndergaard @SpectralMichael]

Obvious take: if agents can write native code for any GPU, who needs a portable CUDA toolchain? Just point the model at each GPU. I think that's exactly backwards — and wrote up why. https://t.co/wzODqYZFqE

[Michael Søndergaard @SpectralMichael]

CUDA isn't a standard. No consortium, no ratified spec. It's whatever NVIDIA ships next. That's supposed to be a weakness. It's why CUDA wins. The cross-vendor layer can't be a consortium either. It has to be a company. That's what we're building at @SpectralCom. SCALE compiles unmodified CUDA on AMD and NVIDIA today. No PDF to argue about — a toolchain. Full piece: [https://t.co/TpglXH9OSD](https://t.co/TpglXH9OSD)

[Michael Søndergaard @SpectralMichael]

Compiler Explorer https://t.co/6EwQ6ICqPU via @CompileExplore would you like to add https://t.co/61iSycwsO3 to godbolt?

[Spectral Compute @SpectralCom]

AI compute is bottlenecked. When the hardware mix inevitably diversifies, how will production clusters actually operate?

Our CEO @SpectralMichael is joining @AkashBajwa96's Gradient Descending roundtable this Wednesday to dig into the evolving hardware landscape.

[Spectral Compute @SpectralCom]

What does the AI cluster of the future look like?

Hint: it won't just be a wall of B200s.

Our CEO Michael Søndergaard is joining @AkashBajwa96 for the next Gradient Descending roundtable to discuss ASICs, non-NVIDIA chips, and breaking the software lock-in.

🗓️ Feb 25 | 8:30 AM GMT 🎟️ Request invite: https://t.co/kd1mYj02l7

#AI #HPC #DeepTech #AMD #NVIDIA #ASIC

[Michael Søndergaard @SpectralMichael]

@jtatarchuk @SpectralCom Will save one for you! (Ps fixed my handle now)

[Michael Søndergaard @SpectralMichael]

@HotAisle What if only the ports weren’t necessary and the upstream versions just worked without needing to be seperately maintained?