AI Infrastructure

AI Infrastructure AI Shorts

Netflix AI Team Cuts Wide-Partition Read Latency from Seconds to Milliseconds by Splitting Cassandra Partitions Per ID
ByRicardo July 8, 2026

Netflix’s engineering crew printed a method for handling wide partitions in Apache Cassandra. The analysis work targets Netflix’s TimeSequence Abstraction, a platform for temporal occasion knowledge. TL;DR Dynamic partitioning splits vast Cassandra partitions per TimeSequence ID, asynchronously and transparently, with no utility adjustments. Detection runs on the learn path by way of byte counting and…

Read More Netflix AI Team Cuts Wide-Partition Read Latency from Seconds to Milliseconds by Splitting Cassandra Partitions Per ID
AI Infrastructure AI Paper Summary

Ant Group’s Robbyant Open-Sources LingBot-Vision: A 1B Boundary-Centric Vision Foundation Model for Dense Spatial Perception
ByRicardo July 8, 2026July 8, 2026

Robbyant, the embodied-AI firm inside Ant Group, has open-sourced LingBot-Vision, a household of self-supervised Vision Transformers constructed for dense spatial notion. The weights ship beneath Apache-2.0 on Hugging Face in 4 sizes — ViT-giant, ViT-large, ViT-base, and ViT-small — along with a technical report and inference code. Most imaginative and prescient basis fashions are skilled…

Read More Ant Group’s Robbyant Open-Sources LingBot-Vision: A 1B Boundary-Centric Vision Foundation Model for Dense Spatial Perception
AI Infrastructure AI Shorts

Liquid AI Open-Sources Antidoom: A Final Token Preference Optimization (FTPO) Method that Reduces Doom Loops in Reasoning Models
ByRicardo July 7, 2026July 7, 2026

Liquid AI has launched Antidoom, an open-source methodology that targets a typical failure mode in reasoning fashions. That failure mode is the doom loop. In a doom loop, a mannequin emits a span. It then repeats that span many times. The output continues till the context window is exhausted. Small reasoning fashions are extra susceptible…

Read More Liquid AI Open-Sources Antidoom: A Final Token Preference Optimization (FTPO) Method that Reduces Doom Loops in Reasoning Models
Agentic AI AI Infrastructure

Synthetic Sciences Releases OpenScience: An Open-Source, Model-Agnostic AI Workbench for Machine Learning, Biology, Physics, and Chemistry Research
ByRicardo July 6, 2026

Synthetic Sciences has launched OpenScience, an open-source AI workbench for scientific analysis. It is licensed underneath Apache 2.0 and runs by yourself infrastructure. The analysis workforce frames it as an open various to Anthropic’s Claude Science, launched in late June 2026. The pitch is direct. Scientific AI tooling shouldn’t be owned by one vendor. OpenScience…

Read More Synthetic Sciences Releases OpenScience: An Open-Source, Model-Agnostic AI Workbench for Machine Learning, Biology, Physics, and Chemistry Research
Agentic AI AI Infrastructure

Meituan Releases LongCat-2.0: A 1.6T-Parameter Open MoE Model with Native 1M Context and LongCat Sparse Attention
ByRicardo July 5, 2026

Meituan has launched LongCat-2.0, a large-scale Mixture-of-Experts (MoE) language mannequin. It carries 1.6 trillion whole parameters and prompts about 48 billion per token. The mannequin targets agentic coding: code understanding, technology, and execution inside agent workflows. Two info stand out. First, LongCat-2.0 helps a local 1-million-token context window. Second, each coaching and serving ran totally…

Read More Meituan Releases LongCat-2.0: A 1.6T-Parameter Open MoE Model with Native 1M Context and LongCat Sparse Attention
AI Infrastructure Applications

CUP (Common Useful Python): Building Reliable Python Workflows with Baidu’s Utility Toolkit
ByRicardo July 1, 2026

In this tutorial, we discover CUP, Baidu’s Common Useful Python library, as a sensible utility toolkit for constructing stronger Python workflows. We start by establishing the library in a Colab-friendly setting after which transfer by way of its main subsystems step-by-step, together with logging, decorators, nested configuration, caching, ID technology, thread swimming pools, interruptible threads,…

Read More CUP (Common Useful Python): Building Reliable Python Workflows with Baidu’s Utility Toolkit
Agentic AI AI Infrastructure

Liquid AI Ships LFM2.5-230M with llama.cpp, MLX, vLLM, SGLang, and ONNX Support for On-Device Inference
ByRicardo June 28, 2026June 28, 2026

Liquid AI shipped LFM2.5-230M, it’s the corporate’s smallest mannequin up to now. The launch targets a selected job: working agentic duties on telephones, robots, and automation units. Both the bottom and instruction-tuned checkpoints are open-weight on Hugging Face. The pitch is slim on function. This just isn’t a basic reasoning mannequin. It is constructed for…

Read More Liquid AI Ships LFM2.5-230M with llama.cpp, MLX, vLLM, SGLang, and ONNX Support for On-Device Inference
Agentic AI AI Infrastructure

DeepSeek Releases DSpark, a Speculative Decoding Framework That Accelerates DeepSeek-V4 Per-User Generation 60–85% Over MTP-1
ByRicardo June 27, 2026

DeepSeeokay launched DSpark, a speculative decoding framework, with open-source checkpoints and coaching code. It is a serving optimization, not a new mannequin. The checkpoints DeepSeek-V4-Pro-DSpark and DeepSeek-V4-Flash-DSpark reuse the present V4 weights, with a draft module connected. The DeepSeeokay analysis group additionally open-sourced DeepSpec, an MIT-licensed codebase for coaching and evaluating speculative decoding drafters. The…

Read More DeepSeek Releases DSpark, a Speculative Decoding Framework That Accelerates DeepSeek-V4 Per-User Generation 60–85% Over MTP-1
AI Infrastructure AI Shorts

Meet container: Apple’s Open-Source Swift Tool for Running Linux Containers as Lightweight VMs on Apple Silicon
ByRicardo June 26, 2026June 26, 2026

Apple analysis group not too long ago launched the container project. It is an open-source command-line instrument written in Swift. It creates and runs Linux containers as light-weight digital machines on a Mac. The mission ships below the Apache 2.0 license and targets Apple silicon. Containers are the way you ship reproducible environments from a…

Read More Meet container: Apple’s Open-Source Swift Tool for Running Linux Containers as Lightweight VMs on Apple Silicon
Agentic AI AI Infrastructure

DFlash Speculative Decoding Drafts Whole Token Blocks in Parallel for Up to 15x Higher Throughput on NVIDIA Blackwell
ByRicardo June 24, 2026June 24, 2026

Autoregressive giant language fashions generate textual content one token at a time. Each token waits for the one earlier than it. This serial loop leaves trendy GPUs underused and retains inference gradual. The value grows worse with lengthy Chain-of-Thought reasoning fashions. Their prolonged outputs make latency the dominant a part of era. Speculative decoding is…

Read More DFlash Speculative Decoding Drafts Whole Token Blocks in Parallel for Up to 15x Higher Throughput on NVIDIA Blackwell

AI Infrastructure

Netflix AI Team Cuts Wide-Partition Read Latency from Seconds to Milliseconds by Splitting Cassandra Partitions Per ID

Ant Group’s Robbyant Open-Sources LingBot-Vision: A 1B Boundary-Centric Vision Foundation Model for Dense Spatial Perception

Liquid AI Open-Sources Antidoom: A Final Token Preference Optimization (FTPO) Method that Reduces Doom Loops in Reasoning Models

Synthetic Sciences Releases OpenScience: An Open-Source, Model-Agnostic AI Workbench for Machine Learning, Biology, Physics, and Chemistry Research

Meituan Releases LongCat-2.0: A 1.6T-Parameter Open MoE Model with Native 1M Context and LongCat Sparse Attention

CUP (Common Useful Python): Building Reliable Python Workflows with Baidu’s Utility Toolkit

Liquid AI Ships LFM2.5-230M with llama.cpp, MLX, vLLM, SGLang, and ONNX Support for On-Device Inference

DeepSeek Releases DSpark, a Speculative Decoding Framework That Accelerates DeepSeek-V4 Per-User Generation 60–85% Over MTP-1

Meet container: Apple’s Open-Source Swift Tool for Running Linux Containers as Lightweight VMs on Apple Silicon

DFlash Speculative Decoding Drafts Whole Token Blocks in Parallel for Up to 15x Higher Throughput on NVIDIA Blackwell

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