Why Alex Chiniborch Believes Gold Is the Safest Long-Term Asset

Alex Chiniborch, founder of Alluca Group, champions gold as the safest long-term asset. Unlike equities, fiat, or crypto, gold carries intrinsic worth, free from counterparty risk. With central banks buying record amounts and global debt topping $315T, he calls gold “generational armor” and the ultimate hedge against systemic collapse, economic uncertainty, and monetary decay.

The Perils of Vibe Coding: Why No Code Solutions Offer a Safer Alternative

Vibe coding, powered by AI, lets anyone generate apps with prompts but carries risks like poor code, security gaps, and maintenance issues. Experts warn that without skilled oversight, projects may fail. In contrast, no-code platforms like Ragic offer SMBs a safer, structured way to build databases—combining ease, security, and AI features while avoiding the pitfalls … Read more

Simulation Results of Distributed Fair Assignment and Rebalancing in Mobility‑On‑Demand

:::info Authors: (1) Kaier Liang, with the Mechanical Engineering and Mechanics Department at Lehigh University, PA, USA; (2) Cristian-Ioan Vasile, with the Mechanical Engineering and Mechanics Department at Lehigh University, PA, USA. ::: Table of Links Abstract and I. Introduction II. Preliminaries III. Problem Formulation IV. Solution V. Simulation VI. Conclusions and References V. SIMULATION … Read more

Fair Auctions, Automata Routing, and Rebalancing for Distributed Mobility‑On‑Demand Assignment

:::info Authors: (1) Kaier Liang, with the Mechanical Engineering and Mechanics Department at Lehigh University, PA, USA; (2) Cristian-Ioan Vasile, with the Mechanical Engineering and Mechanics Department at Lehigh University, PA, USA. ::: Table of Links Abstract and I. Introduction II. Preliminaries III. Problem Formulation IV. Solution V. Simulation VI. Conclusions and References IV. SOLUTION … Read more

Distributed Request Assignment with Max‑Min and Deviation Fairness in On‑Demand Mobility

:::info Authors: (1) Kaier Liang, with the Mechanical Engineering and Mechanics Department at Lehigh University, PA, USA; (2) Cristian-Ioan Vasile, with the Mechanical Engineering and Mechanics Department at Lehigh University, PA, USA. ::: Table of Links Abstract and I. Introduction II. Preliminaries III. Problem Formulation IV. Solution V. Simulation VI. Conclusions and References III. PROBLEM … Read more

Fair and Distributed Vehicle‑Request Assignment Using Auctions and Rebalancing in Mobility‑On‑Demand

:::info Authors: (1) Kaier Liang, with the Mechanical Engineering and Mechanics Department at Lehigh University, PA, USA; (2) Cristian-Ioan Vasile, with the Mechanical Engineering and Mechanics Department at Lehigh University, PA, USA. ::: Table of Links Abstract and I. Introduction II. Preliminaries III. Problem Formulation IV. Solution V. Simulation VI. Conclusions and References Abstract— In … Read more

Solana vs Little Pepe: Here’s the Best Bet for Fast-Tracking Your Crypto Profits in 2025

Solana (SOL) and Little Pepe (LILPEPE) are both drawing investors in 2025 with very different catalysts. Solana is driven by ETF optimism, deep DeFi liquidity, and institutional adoption, offering steady 30–40% upside. LILPEPE fuels hype with a sold-out presale, Layer-2 meme coin focus, and CEX listings, projecting 10x–50x potential. Together, they represent stability vs moonshot … Read more

Finapact Global: Leading the Way in Secure Digital Asset Support

Finapact Global, founded by financial and blockchain experts, provides transparent, fee-free onboarding and reliable digital asset support for global investors. With advanced blockchain tools, international partnerships, and a focus on education, the company ensures security, clarity, and confidence in managing digital assets in a fast-evolving market.

Why PEFT Beats FFT in Active Learning: Forgetting Dynamics and Stable Representations

Table of Links Abstract and 1. Introduction Related Work Preliminaries Experiments Analysis Conclusion, Limitations, and References A. Reproducibility 5 Analysis In Section 4, we have demonstrated that PEFT exhibits larger gains than FFT when combined with AL in low-resource settings, which is also accompanied by superior performance with passive leaning. To better understand why PEFT … Read more

Over $22,325,000 Now Raised as Little Pepe (LILPEPE) Meme Coin Sells Out 11th Stage of Presale

Little Pepe (LILPEPE) has raised $22.3M, selling out Stage 11 of its presale early with 14.25B tokens sold. Now in Stage 12 at $0.0021, buyers see a locked 42.9% return before listing at $0.003, with analysts predicting up to 40x gains. Backed by a CertiK audit, CoinMarketCap listing, a $777K giveaway, and planned CEX listings, … Read more

Who Learns Faster With Less Data? Adapters Beat Full Fine‑Tuning

Table of Links Abstract and 1. Introduction Related Work Preliminaries Experiments Analysis Conclusion, Limitations, and References A. Reproducibility 3 Preliminaries We now describe the experimental setup, providing details on the datasets as well as the PEFT and AL methods used in our study. 3.1 Datasets We employ four single-text classification tasks commonly used for AL … Read more

Teaching Big Models With Less Data: How Adapters + Active Learning Win

:::info Authors: (1) Josip Jukic, Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia (josip.jukic@fer.hr); (2) Jan Šnajder, Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia (jan.snajder@fer.hr). ::: Table of Links Abstract and 1. Introduction Related Work Preliminaries Experiments Analysis Conclusion, Limitations, and References A. Reproducibility Abstract Pre-trained language models (PLMs) have … Read more

From Startup Chaos to Market leader: Interview w/ Ivan Tertychnyy, Lead Product Manager at TraceAir

Ivan Tertychnyy, Lead PM at TraceAir, explains how he scaled chaotic startup ops into a market-leading site intelligence platform. By automating onboarding, tripling GIS throughput, and applying a SaaS mindset to services, he unlocked efficiency in the conservative construction industry. The interview covers AI, culture, and adaptability as TraceAir expands.

LIFAGU: Lifted Probabilistic Inference in Factor Graphs with Unknown Factors

:::info Authors: (1) Malte Luttermann[0009 −0005 −8591 −6839], Institute of Information Systems, University of Lubeck, Germany and German Research Center for Artificial Intelligence (DFKI), Lubeck, Germany (luttermann@ifis.uni-luebeck.de); (2) Ralf Moller[0000 −0002 −1174 −3323], Institute of Information Systems, University of Lubeck, Germany and German Research Center for Artificial Intelligence (DFKI), Lubeck, Germany (moeller@ifis.uni-luebeck.de); (3) Marcel Gehrke[0000 … Read more

Bitcoin Tumbles Back Below $110K as Crypto Bounce Fails, Ether Plunges 8%

Hopes for a quick reversal from the weekend crypto plunge faltered on Monday with bitcoin (BTC) slipping all the way back below $110,000, just barely ahead of its then-euphoric price of $109,400 touched ahead of President Trump’s Jan. 20 inauguration. The largest crypto’s recovery attempt was quickly rejected at $113,000 during the U.S. session, and … Read more