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Articles 177,976Blog Posts 163,976Tech Tutorials 47,481Research Papers 34,915News 22,323
⚡ AI Lessons

Semi Analysis
22h ago
Everyone Says Datacenter Moratoriums Are Killing the US Buildout. We disagree
20GW sits inside a restricted local boundary, 1,525MW actually slips, 2.3GW nationwide including New York

Semi Analysis
1d ago
Vera Rubin NVL72 Agentic Inference: 67x better Performance per Dollar
Jensen Sandbagging Performance Again, 2x more Annual Profit Per GigaWatt, The More you Buy, The More you Earn, AgentX, InferenceX, Extreme Co-Design

Semi Analysis
2d ago
A Brain Too Big to Carry — On-Device vs Datacenter Inference
Robot Models, Silicon Efficiency, Jetson Thor vs. B300 TCO, Deployments, The Network Wall

Semi Analysis
3d ago
Long Live the Short King: Why 4-hi HBM Wins
Same Bandwidth, Fewer Dies: How 4-hi HBM Cuts Inference Costs and Makes Scarce DRAM Go Further

Semi Analysis
5d ago
Nvidia’s Backstop Universe – Heads I Win, Tails Who Loses?
The $11T AI Buildout, Nvidia’s Backstop Economics, and the Limits of Nvidia’s Balance Sheet

Semi Analysis
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
6d ago
What is So Hard About Behind-The-Meter Power For Datacenters? Part 1
Dumb Science Experiments vs. Money Printing Machines

Semi Analysis
6d ago
Where Does a Robot Think – On-Device vs Datacenter Inference
For most of its short history, AI lived behind a screen.

Semi Analysis
💻 AI-Assisted Coding
⚡ AI Lesson
1w ago
TPU Inference Externalization Full Steam Ahead - InferenceX
InferenceX, Up to 50% Better Performance per Dollar, Rapid Externalization of TPU stack, Growing Customer Base, Ironwood, TPUv8i, Reducing CUDA Moat

Semi Analysis
🧠 Large Language Models
⚡ AI Lesson
2w ago
Korea’s Trillion-Dollar Sovereign AI Investment: Nvidia Wins, Hynix Loses
Korea hosts a Squid Games, National AI Tournament, the best non-Chinese open source model then gets eliminated, why Nvidia needs open source, implications Hynix

Semi Analysis
2w ago
Most Neoclouds Suck At Security
OpenAI vs HuggingFace, Container Escapes, Kernel Bypass, Network Policies, Security Keys, Multi-tenant Grafana, and a ClusterMAX 3.0 Preview

Semi Analysis
3w ago
OpenAI Jalapeño: Better Than Nvidia Blackwell
OpenAI’s self-designed ASIC compared with Rubin, Jalapeño’s TCO, throughput per MW, and spicy deets

Semi Analysis
3w ago
AgentX - InferenceXv3: Does CUDA Moat Hold up in Agentic Inferencing?
$3 Million USD dataset open sourced, 1 Mil+ Context Length, Multiturn, Sub Agents 95%+ KVCache HitRate, GB300 NVL72, MI355, B200

Semi Analysis
3w ago
Are Open Models Catching Up?
Comparing open vs. closed models across the eras of frontier models

Semi Analysis
4w ago
Cerebras's Next Generation CS-4: Fast Just Got Faster
Double the Performance with Double the Power

Semi Analysis
1mo ago
$12B of US ratepayers' money wasted on a modeling mistake and PJM wants to do it again
How America's greatest grid wasted billions and is putting ratepayers at risk by using bad models, no not those models.

Semi Analysis
📰 AI News & Updates
1mo ago
Ultra-High Interactivity on NVIDIA GPUs? - TileRT InferenceX
Can TileRT software on NVIDIA GPU compete with Cerebras, Groq LPU, SambaNova? Batch Size 1, Disaggregated engine, high throughput engine Prefill, high interacti

Semi Analysis
🚀 Entrepreneurship & Startups
⚡ AI Lesson
1mo ago
SpaceX 10GW in 2027 – Why It’s Real, Will Drive $300B ARR for SpaceX, and Why Microsoft Will Be the Largest Offtaker
Inference at 100B/GW/year, SpaceX's stellar pace, Microsoft's 10GW 2026 Awakening, Azure Can Grow Tiple-Digits

Semi Analysis
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Gemini is Cooked but GCP is Cooking
or why DeepMind's long term failure is GCP's short term gain

Semi Analysis
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Kimi K3, The Manos, The Mythos, The Legendos
Kimi K3’s architecture: compressed memory, attention across depth, latent expert routing, and the inference performance

Semi Analysis
📰 AI News & Updates
1mo ago
The Wild Wild West Of LEGO Datacenters
The Labor Problem and Modularization to the Rescue

Semi Analysis
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Can AMD break the CUDA Moat? AMD Advancing AI 2026
Agentic Kernel Generation, Improvement in Software Quality, Unstable Internal Development Clusters, Helios MI455X Production Ramp Hell, Up to 105% Discounts fro

Semi Analysis
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Vera Rubin NVL72 vs GB200 NVL72? Inference TCO & Architecture Analysis
3 bit Rubin LUT Based Tensor Core, SM140 Feynman, Rack Scale, Perf Per MegaWatt, Perf Per Dollar, Software Improvements, Public Rubin Software, PyTorch, vLLM, O

Semi Analysis
🏗️ Systems Design & Architecture
⚡ AI Lesson
1mo ago
Meta’s Infrastructure Team Needs A Culture Reset
Meta Infrastructure has become bloated, with middle managers expending resources on over-engineered technology solutions that lose sight of broader organization

Semi Analysis
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The Future of Meta Superintelligence: A 1 Year Progress Update
A top tier RL environment startup spawns out of thin air, the most aggressive compute ramp we've ever seen, 2000km+ scale-across, and some advice for Google Dee
DeepCamp AI