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MLX vs llama.cpp on Apple Silicon: Which Runtime to Use for Local LLM Inference
MLX delivers 20-87% faster generation on Apple Silicon for models under 14B parameters. llama.cpp wins for cross-platform use and long contexts.
Microsoft's BitNet: How 1-Bit LLMs Could Make GPU Farms Obsolete
Synthetic Data Is Eating AI Training
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PyTorch Absorbs Safetensors and Helion: What AI Foundation Governance Consolidation Means for Maintainers
Safetensors and Helion joined the PyTorch Foundation in April 2026. Here's what trademark transfer and formal governance actually change for teams that depend on these tools.
Snap's 65%-AI-Code Benchmark Is a Planning Number for Every Engineering Org
Snap's April 2026 8-K cited AI generating 65%+ of new code to justify 1,000 layoffs. Here's what that figure actually measures—and what it doesn't.
The AI Grief Split: When Emotional Bonds with Language Models Break
People form real emotional bonds with AI companions. When models update or shut down, users experience genuine grief—a psychological and ethical crisis point.
ATMs Didn't Kill Bank Tellers—But the iPhone Did. What AI Will Actually Automate.
The ATM paradox reveals how automation expands employment until a second technology eliminates the reason for workers. The framework for what AI will really automate.
InsForge: The Backend Framework Built for Agentic Applications
InsForge is a backend-as-a-service platform purpose-built for AI coding agents, delivering 1.6x faster task completion and 2.4x fewer tokens than Supabase.
IonRouter (YC W26): The Custom NVIDIA GH200 Runtime Targeting the LLM Inference Cost Crisis
IonRouter (YC W26) built IonAttention, a custom GH200 inference runtime claiming 50% cost cuts and 2x VLM throughput. Here's what the technology actually does.
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