Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

LCLMs compress LLM context before decode — 8.8x faster at 16x compression, beating every KV cache method tested. Open-sourced by NYU and Columbia.
MSN on MSN

Miri Technologies partners with Midwich for North American distribution

Miri Technologies Inc. has signed a distribution agreement with Midwich to expand availability of its products in the United States and Canada, the companies said Tuesday. The deal aims to … The post ...
InfoWorld

Google Protocol Buffers flaw turns schemas into shells

Researchers at Cyera found six vulnerabilities in prtobuf.js, including a flaw that can turn attacker-controlled schema data ...
Time

8 Signs You’re the Problem in Your Arguments

Follow this section to personalize your feed and get instant alerts. WHY FOLLOW? Update your preferences in Account Settings Personalized Content Follow this tag to personalize your feed and get ...
VentureBeat

Microsoft launches 3 new AI models in direct shot at OpenAI and Google

Microsoft on Thursday launched three new foundational AI models it built entirely in-house — a state-of-the-art speech transcription system, a voice generation engine, and an upgraded image creator — ...
Harvard Business Review

The “Last Mile” Problem Slowing AI Transformation

Executives are increasingly enamored with the promise of an AI-driven transformation and have invested accordingly. Most large-scale companies have initiated hundreds of pilots and provided widespread ...
Game Rant

Rotary Encoder & Ion Sputter Location (With a View Quest) in ARC Raiders

Ayyoun is a staff writer who loves all things gaming and tech. His journey into the realm of gaming began with a PlayStation 1 but he chose PC as his platform of choice. With over 6 years of ...
GitHub

Slow stream problem only on stations with VORBIS decoder.

This problem appeared after 10/2025. Stations with VORBIS encoder very often report > slow stream, dropouts are possible. If I load a version from the beginning of 10/2025 the same stations have no ...
SlashGear

Common Problems With iOS 26 (And How To Fix Them)

When Apple released iOS 26 back in September, many iPhone users were eager to try its new customizations, features, and security updates. But, as with major software transitions, the launch hasn't ...
marktechpost

Google Introduces T5Gemma 2: Encoder Decoder Models with Multimodal Inputs via SigLIP and 128K Context

T5Gemma 2 follows the same adaptation idea introduced in T5Gemma, initialize an encoder-decoder model from a decoder-only checkpoint, then adapt with UL2. In the above figure the research team show ...
The Conversation

Girls and boys solve math problems differently – with similar short‑term results but different long‑term outcomes

Among high school students and adults, girls and women are much more likely to use traditional, step-by-step algorithms to solve basic math problems – such as lining up numbers to add, starting with ...