Let a million apps bloom

But there is reason for optimism in the turmoil. Garry Tan, the CEO of YCombinator, recently said, “Our fear of the future is directly proportional to how small our ambitions are.” I don’t want...

Claude Sonnet 4.5 coding model improves agentic capabilities

Also with Claude Sonnet 4.5, the model more effectively uses parallel tool calls, firing off multiple speculative searches simultaneously during research and reading several...

Devops debt: The hidden tax on innovation

Our report shows that forward-thinking organizations are already addressing this: 38% have implemented new internal rules for cloud instance usage, 35% are using more...

When is an AI agent not really an agent?

First, name the behavior. Call it agentwashing when a product labeled as agentic is merely orchestration, an LLM, and some scripts. The language you...

Researchers propose a self-distillation fix for ‘catastrophic forgetting’ in LLMs

During training, the same model plays two roles. A teacher version is conditioned on both the query and expert examples. A student version sees...

Unlocking LLM superpowers: How PagedAttention helps the memory maze

1. Memory fragmentation Internal fragmentation Systems pre-allocate a large chunk of memory for each request, assuming the maximum possible output length (e.g., 2048 tokens). However, if...
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EcoFlow Delta Pro Ultra Launch

DeepSeek just taught the AI industry 5 hard lessons

DeepSeek, a Chinese AI startup, has recently made significant waves in the artificial intelligence industry by developing competitive AI models at a fraction of...

Qualcomm levels up handheld gaming with Snapdragon G-series chips

Qualcomm has announced three new chips designed for handheld gaming consoles at the 2025 Game Developers Conference. The Snapdragon G3 Gen 3 leads the...
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