Semantic fingerprints for intent-based Python code search — 50–100x faster index lookups, 10–50x fewer tokens for AI agents. Symdex-100 generates compact, structured metadata ("Cyphers") for every ...
Abstract: Abstrack: Large Language Models (LLMs) have emerged as the backbone of many modern AI applications. LLM inference has two stages: prefill processes the full input at once, which is compute ...
usage={'input_tokens': 1792, 'cache_creation_input_tokens': 53078, 'cache_read_input_tokens': 1346549, 'output_tokens': 20027, 'server_tool_use': {'web_search ...
AlphaGenome is a leap forward in the ability to study the human blueprint. But the fine workings of our DNA are still largely a mystery. By Carl Zimmer In 2024, two scientists from Google DeepMind ...
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