Compression coverage.

Still: Amortized KV Cache Compaction in a Single Forward Pass

The KV cache is the memory bottleneck of long-horizon language model deployment. Practically, a deployable compactor must be lightweight enough to call during inference, expressive…

Qdrant TurboQuant Explained: Is TurboQuant the Silver Bullet?

Most engineers see quantization as shrinking vectors. TurboQuant asks a harder question: can you shrink them without breaking their geometry?…

This Android compression tool for emulator frees up space for more ROMs

Fit more ISOs on your Android device with CHDroid.…

Erofs – Enhanced Read-Only File System – The Linux Kernel Documentation

ChatGPT Is a Blurry JPEG of the Web

OpenAI’s chatbot offers paraphrases, whereas Google offers quotes. Which do we prefer?…

TinyPNG vs QuickShrink: Why I Switched to Client-Side Image Compression

Every web developer knows TinyPNG. It's been the go-to image compressor for years. But after years of...…

Video Quality Evaluation Methodology and Result of AV2 Compression Performance

The Alliance for Open Media (AOMedia) has developed the AV2 video coding standard to supersede AV1, aiming for substantial compression efficiency gains across diverse media applica…

AGORA: Adapter-Grounded Observation-Action Retention for Inference-Free Prompt Compression in LLM Agents

The token-level extractive compressors widely used for general LM context are structurally inappropriate for LLM agents: across 17 (env, backbone, method) cells spanning two indepe…

Tool-Schema Compression Enables Agentic RAG Under Constrained Context Budgets

Agentic RAG systems that equip language models with dozens to hundreds of tool definitions face a critical resource conflict: tool schemas consume the same context window needed fo…

AV2 codec may be finalized on May 29

AV2 moves closer to final spec after draft release AOMedia's next-generation AV2 codec appears to be moving toward its final 1.0.0 release. A recent…

Make room for even more retro games with this Android compression tool for emulators

Instead of loading big ISO files on your phone, CHDroid lets you compress them into smaller CHD files for emulators.…

Shard - getting to 10× KV cache compression

Golomb Coding

Adaptive Mass-Segmented KV Compression for Long-Context Reasoning

The linear growth of the Key-Value (KV) cache is a critical bottleneck in long-form LLM inference. Existing KV compression methods mitigate this by evicting tokens based on importa…

Radim Marek: TOAST: Where PostgreSQL hides big values

A heap tuple cannot cross a page boundary, yet a single jsonb column can hold a megabyte. TOAST is the trick that makes both true. A pageinspect-led tour of TOAST pointers, chunked…

The tokens-per-byte trap: character-level 'compression' adds tokens

Deleting 25% of characters from your LLM context makes the file 22% smaller and the prompt tokens 23 to 66 percent larger. Here is what the tokenizer is doing, with the literature …

KMRI – experimental chunked MRI compression using ZSTD and ROI-aware encoding

KMRI: fast MRI compression + decoding toolkit in C++/Python - Kiamehr5/KMRI…

Compression and decompression of OSes

DIVE: Embedding Compression via Self-Limiting Gradient Updates

High-dimensional embeddings from large language models impose significant storage and computational costs on vector search systems. Recent embedding compression methods, including …

Jim Cramer on USA Compression Partners: “I Think That’s Real”

Neurovia AI demonstrates compression technology at Abu Dhabi event

Hikvision brings AI to video compression with Guanlan Encoding, cutting storage costs by up to 50% - Morningstar

Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…

USA Compression Partners, LP Common Units (USAC) Presents at Barclays 30th Annual Leveraged Finance Conference 2026 - Slideshow

2026-05-20. The following slide deck was published by USA Compression Partners, LP Common Units in conjunction with this event.…

Robust Basis Spline Decoupling for the Compression of Transformer Models

Decoupling is a powerful modeling paradigm for representing multivariate functions as compositions of linear transformations and univariate nonlinear functions. A single-layer deco…

USA Compression Partners, LP Common Units (USAC) Presents at 23rd Annual Energy Infrastructure CEO & Investor Conference - Slideshow

2026-05-19. The following slide deck was published by USA Compression Partners, LP Common Units in conjunction with this event.…

How I Built a Language That Beats C on LZ77 by 6.6 — Bootstrapped from Assembly A self-hosted systems language with zero C in the toolchain, and what two compiler optimizations did to destroy the competition on compression.

A post by JAI LALAWAT…

Compute Optimal Tokenization: Scaling Laws for Data Compression in LLMs

Compute Optimal Tokenization: Scaling Laws for Data Compression in Language Models…

Caterpillar Inc. (CAT) Discusses Capacity Expansion and Engine Solutions for Data Centers and Gas Compression Transcript

Caterpillar Inc. (CAT) Discusses Capacity Expansion and Engine Solutions for Data Centers and Gas Compression May 18, 2026 1:30 PM EDTCompany...…

Spec-Driven Development with math-glyph compression

Claude Code plugin marketplace — sdd (spec-driven dev) and gh (GitHub workflow) plugins - kborovik/pilot-skills…

Universal tool for the most optimal compression of files based on file type and user priority

Maldives military diver dies searching for four Italian divers missing inside underwater cave system

A Maldivian military diver died from decompression sickness during a perilous mission to recover bodies of four Italian divers trapped in a deep underwater cave.…

I compressed timestamps before zstd and got up to 26.5% smaller log archives

How Metarc compresses structured timestamps before handing data to zstd.…

Scalar and Binary Quantization for Pgvector Vector Search and Storage (2024)

Quantization can reduce vector sizes, but how does it impact query performance and quality?…

Make ZIP files smaller with ZIP Shrinker

I built ZIP Shrinker, a little browser tool to shrink ZIP files. It also works with formats that are secretly ZIPs underneath, like APK, EPUB, and JAR.…

Eerie video captures final image of military diver killed in Maldives recovery mission

Sergeant Major Mohamed Mahudhee was filmed standing shoulder-to-shoulder as the elite crew of rescuers pored over the day’s rescue plan.…

7-Zip 26.01 Now Allows Making Use Of Huge Pages On Linux For Faster Compression

7-Zip 26.01 was released on Monday and making this release significant are huge pages support on Linux and some users may be interested in the new options around the path generatio…