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Page 19 of 42
The Single-Binary Backend Revolt: How Pocketbase is Killing Cloud Complexity
backend
Featured

The Single-Binary Backend Revolt: How Pocketbase is Killing Cloud Complexity

Pocketbase delivers an entire realtime backend in one executable file, challenging the microservices dogma

#backend#development#microservices...
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Two RTX 5090s and a Dockworker’s Salary: The Mad Economics of Local AI Inference
ai-hardware

Two RTX 5090s and a Dockworker’s Salary: The Mad Economics of Local AI Inference

Enthusiasts build insane local LLM rigs that challenge datacenter economics, risking financial ruin for questionable performance gains.

#ai-hardware#gpu-performance#local-llm...
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The API Pricing Lie: Why Your ‘Cheap’ AI Model Is Actually Expensive
api-pricing

The API Pricing Lie: Why Your ‘Cheap’ AI Model Is Actually Expensive

Comparative analysis reveals that token efficiency, not per-token pricing, determines real-world AI service costs, exposing misleading cost assumptions.

#api-pricing#cost-optimization#token-efficiency
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The AI Jailbreak Tool That’s Rewriting Safety Rules
ai-safety

The AI Jailbreak Tool That’s Rewriting Safety Rules

How norm-preserving abliteration surgically removes refusal behaviors from models like Gemma 3 27B while preserving reasoning integrity

#ai-safety#LLM#machine-learning
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The Broken Promise of Quantization: Why Your 8GB Laptop Can’t Handle Real LLM Work
LLM

The Broken Promise of Quantization: Why Your 8GB Laptop Can’t Handle Real LLM Work

Testing reveals quantization thresholds where LLM capabilities degrade, exposing which tasks survive compression and which fail miserably.

#LLM#local-ai#quantization
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Kernel Panic: Your OS Crash is Actually a Well-Designed Failure
debugging

Kernel Panic: Your OS Crash is Actually a Well-Designed Failure

Why kernel exploration tools reveal that Linux crashes aren’t bugs, they’re sophisticated system safety mechanisms

#debugging#kernel#linux...
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The Open-Source Tipping Point: INTELLECT-3 Proves 100B+ MoE Models Can Outperform Corporate Giants
large-language-models

The Open-Source Tipping Point: INTELLECT-3 Proves 100B+ MoE Models Can Outperform Corporate Giants

Prime Intellect releases a 100B+ parameter Mixture-of-Experts model that beats larger frontier models in reasoning, math, and coding, and they’re giving away the entire training recipe.

#large-language-models#mixture-of-experts#open-source...
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LLM Jailbreaking Gets Surgical: How Norm-Preserving Ablation is Unlocking Restricted Models
ai-safety

LLM Jailbreaking Gets Surgical: How Norm-Preserving Ablation is Unlocking Restricted Models

Arli AI uses sophisticated norm-preserving biprojected ablation to bypass safety constraints in models like GPT-OSS-20B, raising serious questions about AI ethics versus utility.

#ai-safety#LLM#local-models...
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Google’s Final Frontier: When AI Compute Costs More Than Leaving the Planet
energy-crisis

Google’s Final Frontier: When AI Compute Costs More Than Leaving the Planet

Google’s Project Suncatcher plans to deploy TPUs in orbit by 2027 as AI’s energy demands threaten terrestrial power grids.

#energy-crisis#Google#space-computing...
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llama.cpp’s Qwen3 Integration Pits Local AI Against the Cloud Giants
cuda

llama.cpp’s Qwen3 Integration Pits Local AI Against the Cloud Giants

After months of development, Qwen3-Next is finally coming to llama.cpp with optimized CUDA operations, enabling fast local inference on consumer NVIDIA hardware.

#cuda#llamacpp#local-ai...
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Genesis Mission: The Government’s AI Power Grab That Could Kill Open Source
ai-policy

Genesis Mission: The Government’s AI Power Grab That Could Kill Open Source

The White House launches a Manhattan Project-style AI initiative that centralizes federal power over AI development and threatens open source

#ai-policy#government#open-source...
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Snowflake’s Security Mirage: How Python UDFs Shatter Row-Level Security
data-governance

Snowflake’s Security Mirage: How Python UDFs Shatter Row-Level Security

A critical vulnerability exposes how Snowflake’s row-level security policies can be completely bypassed using Python UDFs, putting your most sensitive data at risk.

#data-governance#python#snowflake
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