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Do We Still Need Agile?
Agile was a reaction to slow, expensive implementation. If AI collapses implementation cost to near zero, did we just accidentally resurrect the design-first methodologies it replaced?
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Humanities in SV
Silicon Valley's founding thesis was that technology should empower humans to build new mediums. It forgot this. Now it sells shortcuts — and is building AI the same way, while the critics who should know better are arguing against the wrong thing.
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We Need Societal Scaling Laws
Everyone talks about scaling technology. No one talks about scaling society. Is LLMs just bad or are there ways LLMs could be used to address deeply rooted societal issues?
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SWE Automation Is the Killer App
Why coding agents will be the sticky application that remains after the current wave of AI hype passes
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The Definition of Good Software Ergonomics Has Changed
How formally verified and compiler-verified static type systems have become essential companions to AI-assisted coding, providing the safety rails that enable vibe-driven development at scale
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Understanding the Waypoint Transformer
Supervised goal conditioned reinforcement learning using generated intermediate goals.
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Building CLIP from Scratch to Classify Pokemon
Learning about how Contrastive Language-Image Pre-training (CLIP) works
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ChatGPT's Plugin System Poses an Existential Risk to the Open Web
ChatGPT poses threats to fundamental assumptions we make about the web and how we use it that exceed its threats to humanity in the near to medium term. The implications of blindly accepting this transistion could be far reaching and hard to return from
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TRTorch: A compiler for TorchScript Targeting NVIDIA GPUs
Writing a compiler for PyTorch that optimizes neural nets for NVIDIA GPUs
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Real Time Autonomous Vehicle Perception on Heterogenous Hardware
Showing how you can use DRIVE AGX and its suite of accelerators to achieve real-time perception for self driving cars
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ACM@UIUC GPU Cluster
Making it super easy to get started with Deep Learning using Jupyter Notebooks and Docker
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TensorRT Python API
Making NVIDIA's Neural Network Optimizer accessible to the everyday data scientist