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RAG Was Always a Temporary Workaround. What is Next?

1. The Great Translation Absurdity favourite RAG system. Very closely. Somewhere inside that meticulously architected pipeline, a language model is producing rich, high-dimensional hidden states.

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Meet LingBot-World-Infinity: An Open Causal World Model With An Agentic Harness

Robbyant, Ant Group’s embodied-intelligence unit, has released LingBot-World-Infinity (LingBot-World 2.0). It is

Meet Nemotron Labs 3 Puzzle 75B A9B: A Compressed Hybrid MoE LLM Delivering 2.03x Server Throughput

Large hybrid MoE models like Nemotron-3-Super are accurate but expensive to serve.

Recursive Language Models Meet Uncertainty: The Surprising Effectiveness of Self-Reflective Program Search for Long Context

Long-context handling remains a core challenge for language models: even with extended

Meta Superintelligence Labs Releases Muse Spark 1.1: A Multimodal Reasoning Model for Agentic Tasks on Meta Model API

Today, Meta Superintelligence Labs released Muse Spark 1.1. Alongside it, Meta opened

Unmasking On-Policy Distillation: Where It Helps, Where It Hurts, and Why

On-policy distillation offers dense, per-token supervision for training reasoning models; however, it

Loop Engineering for Hierarchical Retrieval: Reading a Long Document by Its Table of Contents

Loop engineering for hierarchical retrieval: reading a long document by its table

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