Cracking the Code: How Attackers Scale Up to Bypass AI Safety
![The study demonstrates that jailbreak success against Llama-3.1-8B-Instruct exhibits diminishing returns with increased attack compute (measured in FLOPs), following a saturating exponential relationship formalized in [latex]Eq. (7)[/latex], as evidenced by the convergence of average red-team scores (ASR) despite escalating computational effort.](https://arxiv.org/html/2603.11149v1/x1.png)
New research reveals predictable patterns in how effectively attackers can circumvent safeguards in large language models, offering a surprising look at the economics of AI security.
![The study demonstrates that jailbreak success against Llama-3.1-8B-Instruct exhibits diminishing returns with increased attack compute (measured in FLOPs), following a saturating exponential relationship formalized in [latex]Eq. (7)[/latex], as evidenced by the convergence of average red-team scores (ASR) despite escalating computational effort.](https://arxiv.org/html/2603.11149v1/x1.png)
New research reveals predictable patterns in how effectively attackers can circumvent safeguards in large language models, offering a surprising look at the economics of AI security.

The non-profit organization, established in 2014 to support the Ethereum blockchain and its ecosystem, said the funds will support its core operations, including protocol research and development, ecosystem growth, and community grants. You know, because nothing says “community” like selling millions to a guy who once predicted Bitcoin would hit $500,000. (Spoiler: He was wrong. But hey, at least he’s consistent!)

The daily chart still carries the temperature of a bruised grump: ETH sits below the 100‑day and 200‑day moving averages, both of which slope in a manner that favours sellers on the grander timeline. The descending stairwell that saw it fall the previous months is holding tight, so the market is still playing in the danger zone, like a drunk juggler holding a flaming sword.
![The study demonstrates that in a doped Harper-Shapira-Shultz (HSSH) model-a 90-site one-dimensional chain with [latex]U=8t[/latex], [latex]\Omega=t[/latex], and doping levels of 6.67% or with two localized defects-the binding energy [latex]\Delta_b[/latex] exhibits a strong dependence on the ratio [latex]\Omega^{\prime}/\Omega[/latex], revealing distinct behaviors between the HSSH and Harper-Haldane (HH) models with parameters [latex]g=0.4[/latex] and [latex]g=1.13[/latex] respectively, and directly correlating with the system’s lattice distortion and phonon dispersion.](https://arxiv.org/html/2603.11373v1/x1.png)
New research reveals how manipulating optical phonons can strengthen electron pairing and induce novel correlated states in one-dimensional doped materials.

The session started at 9:00 a.m. Pacific Time and was broadcast live on the official GDC Festival of Gaming Twitch channel as part of GDC, which ran from March 9th to 13th, 2026.

Beneath the veneer of activity lies a truth as stark as the Siberian tundra. This is no market rally; it is a mass migration. As the Strait of Hormuz narrows, so too does the trust in banks. Stablecoins, those digital rubles of the desperate, now ferry not just value, but hope. Yet in their quiet service, they siphon liquidity from the very veins of exchange markets, leaving behind a hollow shell.

Though the asset’s price dances a jig of confusion, the XRPL Ledger, that tireless courtier, stirs the hearts of investors with a vigor that would make even Molière himself chuckle. For what is a sharp reversal but a mere hiccup in the grand opera of crypto?
Bybit’s valuation is supposedly as stable as a cryptocurrency, which is to say, not very. But hey, if they can match OKX’s $25 billion vibe, maybe they’ll finally stop looking like the awkward cousin at the crypto family reunion.
![For an 8-site, 8-electron system, a density matrix renormalization group (DMRG) and functional-renormalization-based embedding method accurately trace the ground state energy across weak and strong coupling regimes, with observed deviations at low [latex]U[/latex] and high [latex]g[/latex] attributable to mean-field overstabilization of charge density wave order-an effect that dissipates within the Mott insulating phase.](https://arxiv.org/html/2603.11463v1/x5.png)
A novel computational approach efficiently simulates the complex interplay between electrons and vibrations in strongly correlated materials.

Pi Network has finished updating its core technology with the v20.2 protocol. The upgrade was completed on March 12, 2026, earlier than expected, before the planned Pi Day launch.