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co-design

5 articles · Page 1 of 1
Huajiao Technology
Huajiao Technology
Sep 23, 2026 · Artificial Intelligence

H3 Max Speed Teardown: How Co-Design and Inference Optimization Achieve Faster-Than-Real-Time Video Generation

The article dissects H3 Max's 2.46-second generation of 5-second 768p video, attributing speed to three layers: post-training that reduces sampling steps without quality loss, a co-designed inference stack (Falcon engine) lowering per-step cost, and GB200 hardware; it clarifies inference time vs end-to-end latency, and explains latent refinement versus traditional super-resolution.

AI infrastructureH3 Maxco-design
0 likes · 21 min read
H3 Max Speed Teardown: How Co-Design and Inference Optimization Achieve Faster-Than-Real-Time Video Generation
Data Party THU
Data Party THU
Jul 27, 2026 · Artificial Intelligence

How Shared Embodied Intelligence Redefines Human‑Robot Collaboration

Recent research introduces the Shared Embodied Intelligence framework, integrating a biomechanical human model with robot hardware and control systems to co‑optimize design, enabling the ergoCub humanoid robot to adapt its motions in real time for safer, more efficient human‑robot collaboration, as demonstrated in load‑lifting and disturbance‑rejection experiments.

biomechanical modelingco-designembodied intelligence
0 likes · 7 min read
How Shared Embodied Intelligence Redefines Human‑Robot Collaboration
AntTech
AntTech
Mar 26, 2025 · Artificial Intelligence

BodyGen: A Bio‑Inspired Embodied Co‑Design Framework for Autonomous Robot Evolution

BodyGen, a new embodied co‑design framework presented at ICLR 2025, enables robots to autonomously evolve their morphology and control policies using reinforcement learning and transformer‑based networks, achieving up to 60 % performance gains with a lightweight 1.43 M‑parameter model, and its code is publicly released.

Embodied AITransformerco-design
0 likes · 10 min read
BodyGen: A Bio‑Inspired Embodied Co‑Design Framework for Autonomous Robot Evolution
Fighter's World
Fighter's World
Nov 18, 2024 · Product Management

Uncovering AI Product Design Challenges: Insights from OpenAI and Anthropic CPOs

The article distills a fireside chat between OpenAI’s CPO Kevin Weil and Anthropic’s CPO Mike Krieger, highlighting how uncertainty, iterative co‑design, evolving product‑manager skills, human‑AI collaboration, non‑deterministic UI, and emerging trends like proactivity, asynchrony, multimodality and personalization shape modern AI product development.

AI Product Designco-designevaluation
0 likes · 13 min read
Uncovering AI Product Design Challenges: Insights from OpenAI and Anthropic CPOs
DataFunTalk
DataFunTalk
Apr 30, 2022 · Artificial Intelligence

Insights into BIDMach: An Unusual Machine Learning Framework and Thoughts on Building Industrial‑Grade ML Systems

The article introduces BIDMach, a compact Scala‑based machine‑learning framework built with JNI‑driven CUDA/MKL, explains its three‑layer architecture, and discusses broader considerations for designing usable, high‑performance, and extensible industrial AI frameworks, emphasizing co‑design, algorithm‑framework co‑evolution, and ecosystem factors.

BIDMachScalaco-design
0 likes · 8 min read
Insights into BIDMach: An Unusual Machine Learning Framework and Thoughts on Building Industrial‑Grade ML Systems