Can AI Find the Flaws in Blockchain Code?

A new benchmark assesses the ability of artificial intelligence agents to identify, fix, and exploit vulnerabilities within smart contracts.

A new benchmark assesses the ability of artificial intelligence agents to identify, fix, and exploit vulnerabilities within smart contracts.
![The renormalization-group flow of bond decimations-examined for a disordered spin chain of length 80 with long-range interactions parameterized by [latex]\alpha = 2.0[/latex]-reveals how a standard decimation procedure and a graph neural network-assisted approach each navigate the complex landscape of bond severances, with the probability of removing bonds of a given length-binned logarithmically-shifting predictably across renormalization group steps and averaged over numerous disorder configurations.](https://arxiv.org/html/2603.05164v1/2603.05164v1/rg_flow_heatmap.png)
Researchers have successfully employed machine learning to predict the entanglement properties of complex, disordered quantum systems, offering a new path to understanding their behavior.

Nintendo has primarily released its own older games on the Switch, but fans can still hope for more. The recent remakes of Live A Live and ActRaiser prove that other classic titles could also be updated or brought to the system, whether through full remakes, remasters, or simple ports.
And get this: this bullish chaos is happening even though XRP’s price recently took a nap, interrupting what looked like a rocket ride to the moon. Houston, we have a hiccup.
On the sixth day of March, in the year 2026, Curve Finance took to the digital pulpit of X, proclaiming with a voice both stern and laced with a hint of bemused disdain: “Dear @PancakeSwap, it appears you have borrowed our code without the courtesy of a request. This, we must inform you, is not merely a breach of license but a folly of historical proportion. Those who tread this path have seldom found themselves in favorable circumstances.”
XRP is currently the third-largest cryptocurrency, and investment funds focused on it have been performing better than funds tracking other cryptocurrencies like Bitcoin. According to Birla, this makes XRP an attractive option for investors as the overall market stabilizes.
The decree, inked in the swoony month of March 2026, is one of the most jaw‑dropping leaps made by a Central Asian sovereign dynasty into digital gold-though the shrine is named “crypto.”

At the time those numbers were dotting around $1.39, XRP was hiding in a cosy alcove of near‑upward support, just shy of the latest sharp downturn. That support line has been playing the role of a vigilant gardener, keeping the price from falling further, hinting that buyers are, and buy, gradually stepping in at these bolder, lower levels.
The Senate Permanent Subcommittee on Investigations, ever vigilant in its quest to unmask the shadows of sanctions violations and money laundering, had pointed its finger at Binance. But the crypto giant, with a wink and a smirk, retorted that it adheres to the strictest of know-your-customer [KYC] protocols and would never dream of letting Iranian users near its platform. How quaint, the idea that such a fortress could be breached!
A new system allows multiple AI agents to maintain context and respond faster by storing key information directly on device, rather than relying solely on short-term prompts.