Attune Research
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DeepSeek - Correcting the Record
Addressing false information about the new DeepSeek V3/R1 model
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January 27th, 2025
Inference Compute Scaling
Four inference time compute multipliers that are likely to lead to inference dominating training compute in the near future
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February 5th, 2025
NVLink & Beyond Blackwell
NVLink, its optimization in the NVL72, and improvement vectors post-Blackwell
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February 13th, 2025
CUDA - Is It a Moat?
A discussion of the consensus view that CUDA is a moat and some dynamics that that consensus is ignoring
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February 18th, 2025
Grok 3 Reasoning Confusion
A response to the confusion around the benchmarking of Grok 3 Reasoning and comparisons to o3-mini
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February 20th, 2025
Improving Training Data
A detailed discussion of data augmentation techniques that have improved data for training LLMs
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March 11th, 2025
Potential Impact of ASICs in LLM Compute
The overstated potential impact of ASICs in LLM compute, and tensor cores as ASIC-like components
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March 20th, 2025
Our goal is to provide expert, accurate, value-add research in the LLM infrastructure and application space, accessible to a general business audience.
Over the past few years, a tremendous amount of false information and analysis has been propagated in this area by research providers. This came to a head last week when a complete misinterpretation of a new product from Chinese company DeepSeek led to dramatic market turmoil and publicity. There’s a particularly common theme where research providers just repeat some market rumour, or copy from a new research paper/presentation/podcast/social media without accurate context or proper understanding. Jargon is often heavily used to obfuscate this lack of expertise.
We will focus on the facts, and expert analysis of the facts.
Additionally, we will deliver easily digestible reports that carry a very high density of value and understanding for our readers. We will limit extraneous information and detail as much as possible - of course you can reach out for additional detail or analysis on any point. Much of the good information is hidden in scientific papers and technical specifications - we analyse these documents and interpret them for our clients at a much more accessible level.
What will we provide?
Our coverage will span three key areas:
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