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ExLlamaV3 v1.0.0 Just Rewrote the Rules for Local LLM Inference,  NVIDIA GPU Owners Rejoice
exllamav3
Featured

ExLlamaV3 v1.0.0 Just Rewrote the Rules for Local LLM Inference, NVIDIA GPU Owners Rejoice

The first stable release of ExLlamaV3 brings decode speed improvements up to 109% on RTX 5090, drops flash-attention-2 dependencies, and adds a new attention kernel with online cache quantization. Here’s what actually changed.

#exllamav3
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Linus Torvalds to AI Critics: Fork Linux or Walk Away
Linustorvalds

Linus Torvalds to AI Critics: Fork Linux or Walk Away

The Linux kernel creator lays down the law on AI tools, telling detractors they can fork the project or stay quiet.

#Linustorvalds#Linuxkernel#opensource
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Apple’s Desperate AI Shortcut: Cramming a 27B Model Into Your iPhone
AI Compression

Apple’s Desperate AI Shortcut: Cramming a 27B Model Into Your iPhone

Apple is reportedly in talks with startup PrismML to compress a 27-billion-parameter AI model from 54GB to under 4GB, aiming to run GPT-class intelligence directly on iPhones. Here’s why skepticism is warranted.

#AI Compression#model quantization#On-Device AI...
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Your Codebase Ownership Strategy Is Probably a Lie
codebase ownership

Your Codebase Ownership Strategy Is Probably a Lie

How engineering teams define areas of ownership in large codebases using services, modules, and DDD, and why most orgs get Conway’s Law wrong.

#codebase ownership#Conway's Law#ddd...
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API Gateway vs Load Balancer: Stop Using Them Like They’re the Same Thing
API Gateway

API Gateway vs Load Balancer: Stop Using Them Like They’re the Same Thing

Why your architecture is probably wrong if you think an API gateway is just a fancy load balancer, and vice versa.

#API Gateway#Load Balancer#microservices...
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The 28.8 Million Question: Is AI Distillation Theft or Just Smarter Competition?
AI Distillation

The 28.8 Million Question: Is AI Distillation Theft or Just Smarter Competition?

Anthropic says Alibaba ran 25,000 fake accounts to clone Claude. The tactic isn’t clearly illegal. Welcome to AI’s legal gray zone.

#AI Distillation#AI regulation#alibaba...
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The Post-Acquisition Shuffle: What Lean Data Teams Should Actually Do About Orchestration
airflow

The Post-Acquisition Shuffle: What Lean Data Teams Should Actually Do About Orchestration

Prefect just bought Dagster. Your orchestration roadmap just got rewritten. Here’s what Airflow, Kestra, Mage, and the alternatives actually deliver for small teams.

#airflow#dagster#Data Orchestration...
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Your Domain Name is Not Your Own: What Telegram’s t.me Suspension Reveals About Centralized DNS
distributed systems

Your Domain Name is Not Your Own: What Telegram’s t.me Suspension Reveals About Centralized DNS

When Telegram’s t.me domain was suspended, it exposed a brutal truth about the internet’s hidden single point of failure. Here’s the architectural breakdown.

#distributed systems#dns#software architecture
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Apple’s M7 Ultra: 1.5 TB of Unified Memory Will Break Local AI Wide Open
AI Hardware

Apple’s M7 Ultra: 1.5 TB of Unified Memory Will Break Local AI Wide Open

Bloomberg reports Apple’s M7 Ultra chip targets 1.5 TB of unified memory and Blackwell-class AI performance by 2028. This is what it means for local AI development.

#AI Hardware#blackwell#local AI...
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46% of Enterprise AI Runs on Chinese Models. The Trump Admin Has No Idea What To Do.
AI regulation

46% of Enterprise AI Runs on Chinese Models. The Trump Admin Has No Idea What To Do.

The US tech industry is in full panic mode as cheap Chinese open-source AI models dominate enterprise traffic, forcing a chaotic executive response.

#AI regulation#Chinese AI#deepseek...
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The Medallion Architecture Civil War: Silver vs. Gold for Fact and Dimension Tables
Data Engineering

The Medallion Architecture Civil War: Silver vs. Gold for Fact and Dimension Tables

A Reddit debate exposes the dirty secret of medallion architecture: nobody agrees where fact and dimension tables actually belong. Here’s what the BigBasket case study reveals.

#Data Engineering#Data Modeling#dimension tables...
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Snowflake Gave Up Control: Why Apache Ossie Is the Semantic Standard We Actually Needed
Apache Ossie

Snowflake Gave Up Control: Why Apache Ossie Is the Semantic Standard We Actually Needed

The Open Semantic Interchange (OSI) has moved from Snowflake to the ASF as Apache Ossie. This isn’t just a rebrand, it’s the structural fix that makes a semantic standard actually trustworthy.

#Apache Ossie#Data Engineering#data governance...
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