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AIMay 25

Memory Now Eats Two-Thirds of AI Chip Costs

The economics of AI hardware just shifted in a way that should reshape how you think about infrastructure spending. Memory has become the dominant cos...

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AIMay 24

Ask First, Answer Better: The Local LLM Shortcut

There's a counterintuitive pattern emerging in how to squeeze better performance out of smaller language models: don't rush to answer. A new technique...

3 min readRead
PolicyMay 23

Multi-Agent LLM Systems Have a Critical Injection Flaw

Researchers have identified a serious vulnerability in multi-agent LLM systems that existing detection mechanisms completely miss. The attack, which u...

3 min readRead
AIMay 22

Transformer Rewrites: How CODA Is Reshaping LLM Economics

A new paper from the systems side of AI is quietly solving one of infrastructure's thorniest problems: how to make transformers actually run fast on r...

3 min readRead
AIMay 21

AI Proves Math Theorems; OpenAI Files for IPO

OpenAI's latest model just did something remarkable: it disproved a longstanding conjecture in discrete geometry, marking a genuine mathematical disco...

3 min readRead
ModelsMay 20

Karpathy Joins Anthropic; Guardrails Push 8B Models to 99%

Andrej Karpathy is joining Anthropic as VP of Research, marking one of the most significant talent moves in AI this year. Karpathy—who built Tesla's A...

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StartupsMay 19

Anthropic Buys Into API Integration; Founders Face New Cost/Security Tradeoffs

Anthropic just acquired Stainless, a developer experience platform that streamlines how AI systems connect to external APIs and tools. On its surface...

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AIMay 18

AI Is Infrastructure, Not a Magic Box—Build Accordingly

Here's the uncomfortable truth that separates successful AI founders from the graveyard of failed startups: AI isn't a product. It's a technology. The...

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AIMay 17

δ-mem: Cheaper Context Windows Without Retraining

A new memory architecture called δ-mem just dropped on arxiv, and it solves a real problem keeping LLM applications expensive to run at scale. The cor...

3 min readRead