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June 9 - Visual AI in Healthcare: Ground Truth in the Foundation-Model Era

June 9 - Visual AI in Healthcare: Ground Truth in the Foundation-Model Era

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1 min read
QAT vs PTQ on our edge vision model: 6 months of A/B data

QAT vs PTQ on our edge vision model: 6 months of A/B data

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4 min read
Age Verification's Dirty Secret: The Tech Works. The System Doesn't.

Age Verification's Dirty Secret: The Tech Works. The System Doesn't.

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3 min read
Structured channel pruning got our detector under 12ms on a Jetson

Structured channel pruning got our detector under 12ms on a Jetson

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4 min read
torch.compile recompiled our SDXL UNet 38 times in production

torch.compile recompiled our SDXL UNet 38 times in production

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4 min read
The bf16 grad accumulator that killed our SDXL LoRA training

The bf16 grad accumulator that killed our SDXL LoRA training

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4 min read
Identity Verification Just Became Infrastructure — And Your Evidence Better Survive It

Identity Verification Just Became Infrastructure — And Your Evidence Better Survive It

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3 min read
Capping VLM spend per CV researcher: hierarchical budgets in practice

Capping VLM spend per CV researcher: hierarchical budgets in practice

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4 min read
Auto-labelling 1.2M robotics frames with VLMs: a failover story

Auto-labelling 1.2M robotics frames with VLMs: a failover story

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4 min read
Quantising event-camera networks to run under 1MB on a Cortex-M7

Quantising event-camera networks to run under 1MB on a Cortex-M7

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4 min read
Winograd convolutions cost us 2 mAP and we didn't notice for a month

Winograd convolutions cost us 2 mAP and we didn't notice for a month

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4 min read
NVIDIA's LocateAnything-3B: The AI Vision Model That Could Redefine Object Detection

NVIDIA's LocateAnything-3B: The AI Vision Model That Could Redefine Object Detection

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6 min read
VLM-scored calibration sets for INT8 quantisation, routed through Bifrost

VLM-scored calibration sets for INT8 quantisation, routed through Bifrost

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4 min read
Six weeks of Bifrost in a factory QA pilot: real cost numbers

Six weeks of Bifrost in a factory QA pilot: real cost numbers

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4 min read
May 27 - Video Understanding Workshop

May 27 - Video Understanding Workshop

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1 min read
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