New Open-Source Framework Demonstrates AI Personas With - openPR.com
<a href="https://news.google.com/rss/articles/CBMilgFBVV95cUxNZkZOQjlsOGlyZ21GLWFtQVE0Z0pvTURiUzNsZWhPVEFISWVTVEpzSGNqWVBuZlJQUFgyMHFmdzZKeElKdjRCaUxaczdWQ0dRcmRGZ3NyVFZoZEdoLVA4MmJCTkxHWnZCNDR1OGdnWEJhdlVjaEwybXhSMEdOeFp4VkRBNngwRWFfb1dyX1gtVGxsZk1TbUE?oc=5" target="_blank">New Open-Source Framework Demonstrates AI Personas With</a> <font color="#6f6f6f">openPR.com</font>
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open-sourceA new tool is revealing the invisible networks inside cancer
Spanish researchers have created a powerful new open-source tool that helps uncover the hidden genetic networks driving cancer. Called RNACOREX, the software can analyze thousands of molecular interactions at once, revealing how genes communicate inside tumors and how those signals relate to patient survival. Tested across 13 different cancer types using international data, the tool matches the predictive power of advanced AI systems—while offering something rare in modern analytics: clear, interpretable explanations that help scientists understand why tumors behave the way they do.
Beyond Static RAG: Using 1958 Biochemistry to Beat Multi-Hop Retrieval by 14%
<p>Standard Retrieval-Augmented Generation (RAG) often falls short on complex, multi-hop questions because it relies on static "lock and key" query matching. If the information needed to answer a query is semantically distant from the original text, standard vector search simply won't find it.</p> <p>We've developed Induced-Fit Retrieval (IFR), a dynamic graph traversal approach that mutates the query vector at every step to discover semantically distant but logically connected information.</p> <p>The Core Results<br> We ran our prototype through a rigorous test suite of 30 queries across multiple graph sizes, up to 5.2 million atoms.</p> <p>14.3% higher nDCG@10 compared to a competitive RAG-rerank baseline.</p> <p>15% Multi-hop Hit@20 in scenarios where traditional RAG methods scored 0%.<
The Agent Economy Needs Infrastructure, Not Custody
<p>The AI agent economy is about to get very real. When Claude needs to call an API, when a trading bot wants to execute a swap, or when an autonomous researcher needs to purchase a dataset — how do they pay? Today's answer is simple: they don't. Humans set up accounts, deposit funds, and babysit every transaction. But that doesn't scale when you have thousands of agents operating independently.</p> <p>The missing piece isn't smarter AI or better models. It's financial infrastructure that agents can operate autonomously — wallets they control, policies they respect, and payment rails they can use without human intervention.</p> <h2> Why Agent Wallets Matter More Than Agent Intelligence </h2> <p>We're building increasingly sophisticated AI agents that can write code, analyze markets, and ma
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Scientists create a magnetic lantern that moves like it’s alive
A team of engineers at North Carolina State University has designed a polymer “Chinese lantern” that can rapidly snap into multiple stable 3D shapes—including a lantern, a spinning top, and more—by compression or twisting. By adding a magnetic layer, they achieved remote control of the shape-shifting process, allowing the lanterns to act as grippers, filters, or expandable mechanisms.
Apple says it will push out rare "backported" patches for iOS 18 to protect users from DarkSword, a hack that silently takes over iPhones running the older OS (Andy Greenberg/Wired)
Andy Greenberg / Wired : Apple says it will push out rare “backported” patches for iOS 18 to protect users from DarkSword, a hack that silently takes over iPhones running the older OS — As a DarkSword takeover technique spreads, Apple tells WIRED it will release fixes for millions of iPhone owners …
Quantum computer breakthrough tracks qubit fluctuations in real time
Qubits, the heart of quantum computers, can change performance in fractions of a second — but until now, scientists couldn’t see it happening. Researchers at NBI have built a real-time monitoring system that tracks these rapid fluctuations about 100 times faster than previous methods. Using fast FPGA-based control hardware, they can instantly identify when a qubit shifts from “good” to “bad.” The discovery opens a new path toward stabilizing and scaling future quantum processors.
We Benchmarked Our SSR Framework Against Next.js — Here's What We Found
<p>We built <a href="https://github.com/childrentime/pareto" rel="noopener noreferrer">Pareto</a>, a lightweight streaming-first React SSR framework on Vite. Claims are cheap — so we built an automated benchmark suite that runs in CI on every PR, comparing Pareto against <strong>Next.js</strong>, <strong>React Router (Remix)</strong>, and <strong>TanStack Start</strong> on identical hardware.</p> <h2> What We Tested </h2> <p>Four scenarios covering the most common SSR workloads:</p> <ul> <li> <strong>Static SSR</strong> — Page with inline data, no async loader. Pure SSR throughput.</li> <li> <strong>Data Loading</strong> — Loader with simulated 10ms DB query. SSR + data fetching overhead.</li> <li> <strong>Streaming SSR</strong> — <code>defer()</code> + Suspense with 200ms delayed data. St
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