Compressing AI’s Brain: A New Approach to Model Efficiency
![LLVQ consistently achieves superior performance to standard vector quantization methods-as demonstrated by lower perplexity on wikitext-2 and improved results on both the CSR and MMLU benchmarks-even when considering compression efficiency measured in bits per weight [latex] BPW [/latex].](https://arxiv.org/html/2603.11021v1/x2.png)
Researchers have developed a novel quantization technique that dramatically reduces the size of large language models without sacrificing performance.
![LLVQ consistently achieves superior performance to standard vector quantization methods-as demonstrated by lower perplexity on wikitext-2 and improved results on both the CSR and MMLU benchmarks-even when considering compression efficiency measured in bits per weight [latex] BPW [/latex].](https://arxiv.org/html/2603.11021v1/x2.png)
Researchers have developed a novel quantization technique that dramatically reduces the size of large language models without sacrificing performance.

A key announcement revealed the release date for Aphelion, the upcoming sci-fi game from DON’T NOD. The studio is well-known for popular titles like Life is Strange, Jusant, and Lost Records: Bloom & Rage, among others.

With Donald Trump suggesting he’d like to see the current conflict resolved quickly, what does that mean for Bitcoin? The likely outcome can be determined by looking at recent Bitcoin transaction data, how the market is structured, and the increasing amount of money flowing into Bitcoin ETFs – all of which currently point to a positive trend.

While the spot market appears relatively quiet, derivatives data suggest that underlying demand dynamics may be evolving. Recent analysis based on the XRP Binance Futures Taker CVD (90D) indicator points to noticeable shifts in the structure of buying and selling pressure within the futures market. One might say it’s the financial equivalent of a slow-burning fuse-unremarkable until it ignites, which it likely will.
![The asymmetry [latex]A_{UT}^{\sin\phi_s}[/latex] was projected using three distinct models [latex]S_k[/latex] for quark-gluon [latex]qg[/latex] and quark-antiquark [latex]\bar{q}q[/latex] fragmentation, revealing the sensitivity of next-to-leading-order calculations to underlying assumptions about hadronization-a dependency further quantified by scale variations spanning [latex]\mu\in[Q/2,2Q][/latex].](https://arxiv.org/html/2603.10628v1/x9.png)
A new analysis reveals the crucial role of fragmentation processes in understanding the transverse spin structure of nucleons.

New research reveals that while artificial intelligence can reliably maintain existing code, it frequently fails to address underlying security vulnerabilities due to a lack of true semantic understanding.

Federal Reserve Vice Chair Michelle Bowman, that sly fox of regulation, dropped hints on March 12 at the Cato Institute, hinting that U.S. regulators are about to unleash a Basel III “endgame” proposal so punishing, it could make Sauron weep. The plot? To force banks to treat bitcoin as if it were a cursed artifact from a bygone era.
This disagreement has involved Bitcoin supporters, tax experts, and crypto industry lobbyists, and it highlights a larger question: whose interests do the biggest crypto companies truly serve when they engage with lawmakers in Washington?

With Slay the Spire 2, it’s easy to be flexible with character choice because all five are really well-designed and fun to play. I often let my friends pick first in multiplayer, knowing I’ll enjoy whichever character is left.

Researchers have developed a distributed control framework that ensures safety in complex multi-agent systems, even when some agents are beyond direct control.