<i>In this article, you will learn why a large context window is not the same thing as agent memory, and how techniques like retrieval, compression, and summarization fit together in an agent’s cognitive stack</i>...
Boris Cherny, who built Claude Code, has a confirmed daily workflow that sounds almost absurd until you understand the architecture underneath it. Phone as his primary interface, not a laptop. Five to ten active sessions running at once. Each one capable of spawning sub-agents, sometimes a few hundr...
Ahora puedes ejecutar un modelo de 2,8 billones de parámetros con menos de 4 GB de VRAM.
Han creado AirLLM, un proyecto que permite ejecutar modelos gigantes cargando únicamente las capas que necesitas en cada momento.
Es compatible con DeepSeek-V3, Llama 3.1, Kimi K3 y muchos otros.
Aquí te expl...
If you ask a frontier LLM a multi-hop reasoning question, e.g., "Who won the Nobel Prize for Chemistry in (1900 + Mozart's age when he died)?", it usually can't answer correctly immediately (no thinking)
BUT if you ask the same question & append 300 dots, suddenly it can answer? ...
8 techniques to make an LLM reason better at inference time, covered with tradeoffs and practical notes. Every one of them is running in production at a frontier lab today, and the research behind them comes from Google, OpenAI, and Anthropic....
Dinitz-Garg-Goemans conjecture is false. This graph theory problem was open for ~30 years.
The graph below has fractional flow cost 58. Any unsplittable flow (with capacity violation <=15) has cost at least 60.
Chat with GPT 5.6 Pro where this was found: <a target="_blank" href="https://chatgpt...
Andrew Ng + Google showed the foundation behind modern "RAG", "Graph RAG" and semantic retrieval:
• 12:00 - turning text into embeddings that capture meaning
• 24:00 - visualizing semantic relationships between vectors
• 35:00 - using embeddings for classification, clustering and outlier detection
...
We live in an amazing time. Twenty years ago a smartphone felt like pure science fiction, self-driving cars were an engineer’s dream, and robots that could talk and learn belonged only in movies. Today all of that is ordinary life. And almost every modern technology has artificial intelligence at it...
i really want to talk to people who are ai-pilled like this, because their world model of ai seems completely alien to mine.
when i look at the black hat incident and its technical details, sure, it’s crazy, but it’s also roughly what i’d expect from constrained exploit dev agents pressured to pur...
Financial markets are, at their core, relational systems. A stock does not move in isolation - it moves because its largest customer cut orders, because its sector peers reported earnings, because a sovereign credit event repriced its debt covenants, or because a shared institutional holder is liqui...
Before USB, every device had its own cable. MCP is USB for AI agents. <b>400M+ monthly SDK downloads. 10,000+ servers. Adopted by every major AI lab.</b>...
Last week, GPT-5.6 and Claude Fable appear to have settled an open theoretical question in wireless communications that was intensely studied between 2000 till the 2010s and that I briefly worked on as an anxious first-year PhD student. The answer finally arrived, perhaps because I was one of the la...
