Meet Token Saver: An Open-Source MCP Extension Using Local Hybrid RAG to Cut Claude PDF Token Costs 90-99%
Source: MarkTechPost AI developers, researchers, and professionals frequently hit a frustrating wall when analyzing large documents with LLMs:...
Prompt Engineering vs Loop Engineering vs Graph Engineering: What Changes at Each Layer
Source: MarkTechPost Three terms now compete for the same line in AI engineering job descriptions. Prompt engineering is...
Liquid AI Releases LFM2.5-Encoder-230M and LFM2.5-Encoder-350M: Bidirectional Encoders That Stay Fast at 8K Context on CPU
Source: MarkTechPost Liquid AI has released two open-weight bidirectional encoders, LFM2.5-Encoder-230M and LFM2.5-Encoder-350M. Both are masked language models...
Kimi AI and kvcache-ai Open Sources ‘AgentENV’: A Distributed System that Powers Agentic Reinforcement Learning (RL) Training for Kimi K3
Source: MarkTechPost Moonshot AI’s Kimi team and kvcache-ai have open-sourced AgentENV (AENV), a distributed platform for running agent...
KwaiKAT Team Releases KAT-Coder-V2.5: An Agentic Coding Model Trained on 100,000+ Verifiable Repository Environments
Source: MarkTechPost The KwaiKAT Team at Kuaishou has introduced the KAT-Coder-V2.5. It is a coding model trained to...
FAIRChem v2 UMA for Multidomain Atomistic Simulation across Molecules, Catalysts, Materials, Vibrations, and Molecular Dynamics
Source: MarkTechPost In this tutorial, we explore FAIRChem v2 and the UMA universal machine-learning interatomic potential as a...
Sakana AI Releases Fugu-Cyber: An Orchestration Model Reporting 86.9% on CyberGym and 72.1% on CTI-REALM
Source: MarkTechPost Sakana AI has released Fugu-Cyber (model ID is fugu-cyber-v1.0), a cybersecurity-specialized addition to its Fugu orchestration...
Meet Open Dreamer: A JAX/Flax Reproduction of the Dreamer 4 World Model Pipeline, With the Full Training Recipe Published
Source: MarkTechPost A small group of AI researchers (Reactor) have released Open Dreamer, an open implementation of the...
Datalab Marker v2 vs MinerU, Docling, and Liteparse: Benchmark Breakdown
Source: MarkTechPost Datalab has released Marker 2, a full rewrite of its open source document conversion pipeline. Marker...
Datalab’s Marker 2 vs MinerU, Docling and LiteParse: 76.0 on olmOCR-bench at 5× MinerU’s Throughput
Source: MarkTechPost Datalab has released Marker 2, a full rewrite of its open source document conversion pipeline. Marker...