Cracking the Constrained Number Partitioning Problem (CNP) with SPIMs

Table of Links I. Introduction II. Spim Performance, Advantages and Generality III. Inherently Low Rank Problems A. Properties of Low Rank Graphs B. Weakly NP-Complete Problems and Hardware Precision Limitation C. Limitation of Low Rank Matrix Mapping IV. Low Rank Approximation A. Decomposition of Target Coupling Matrix B. How Fields Influence Ran C. Low Rank … Read more

Bitcoin Crosses $112K As Traders Brace for Data Week; Rotation Lifts SOL, DOGE

Bitcoin (BTC) hovered around $111,500 on Monday, keeping a tight range as traders weigh macro catalysts for cues on positioning. Ether (ETH) traded near $4,312, XRP (XRP) held $2.96, BNB (BNB) at $880, and Solana’s SOL (SOL) climbed to $218. Dogecoin (DOGE) extended its 11.6% weekly gain to 24 cents, outpacing most major cryptocurrencies as … Read more

Metaplanet to Raise $1.4B in International Share Sale, Stock Jumps 16%

Metaplanet (3350), the largest Japanese bitcoin (BTC) treasury company, plans to raise a net 204.1 billion yen ($1.4 billion) in an international share sale to bolster its holdings of the largest cryptocurrency. The Tokyo-based company, which already owns 20,136 BTC and has the sixth-largest stash among publicly traded companies worldwide, said it priced the 385 … Read more

Bitcoin Retakes $112K, SOL hits 7-Month High as Economists Downplay Recession Fears

Asset prices reflected a buoyant mood on Wednesday, with bitcoin (BTC) reclaiming $112,000 and European stocks rising at the open, as analysts increasingly downplayed fears of stagflation and recession triggered by horrible U.S. jobs data. On Tuesday, the U.S. Bureau of Labor Statistics published a shocking update: The economy likely added 911,000 fewer jobs than originally … Read more

Kraken Expands Tokenized Equities Platform, xStocks, to European Investors

Cryptocurrency exchange Kraken has expanded its xStocks offering to millions of clients across the European Union, providing on-chain access to U.S. equities to investors in the region. The expansion enables eligible European investors to trade tokenized versions of popular U.S. stocks and exchange-traded funds (ETFs) directly through the Kraken app. “Expanding xStocks to the European Union was … Read more

Search Won’t Be One Thing Anymore

For a long time, search has felt like gravity. There’s one center of mass—Google—and everything else orbits around it. If you wanted to find something, you didn’t really think about where to search. You just googled it. That’s about to change. The reason is LLMs. They’ve broken something fundamental about the way we think of search. Until … Read more

The GPT-5 Problem: Breaking Down the Backlash and User Complaints

Within hours of GPT-5’s launch, Reddit threads were flooded with complaints. Users who expected groundbreaking AI innovation were left frustrated. OpenAI promised groundbreaking AI improvements. Faster responses, smarter reasoning, and a more unified experience were supposed to wow everyone. But instead, the reaction was loud and negative. Reddit threads, TechRadar reviews, and forums were full … Read more

UK, EU, India: As VPN Regulations Tighten, BelNet Downloads Surge 

VPN Regulations Are Tightening Up VPN regulations are becoming stricter throughout the UK, EU, India, and other regions with some bringing about adverse reactions, particularly, the Online Safety Act.  Authorities in several countries currently require user logs, compliance documentation, and even the implementation of censorship. Numerous VPNs either adhere to these regulations or withdraw from … Read more

How I Built a Config Framework That Scales Across 15+ Microservices

How I built a configuration system that mirrors .NET appsettings structure while enabling team-wide consistency across microservices. The Configuration Challenge When managing multiple microservices with Pulumi, you quickly run into configuration sprawl. Each service has different ways of organizing settings, secrets are scattered, and onboarding new team members becomes a documentation nightmare. After deploying 15+ … Read more

Can Junior Mining Companies Replicate Ant Digital’s $8.4 Billion Blockchain Tokenization Blueprint?

How blockchain asset tokenization could solve the mining sector’s chronic funding crisis and unlock global liquidity markets Ant Digital’s $8.4 Billion Energy Asset Tokenization Blueprint Ant Digital Technologies, the enterprise arm of Jack Ma’s Ant Group, is advancing efforts to bring over $8.4 billion worth of Chinese energy infrastructure onto its AntChain blockchain. The company … Read more

When Algorithms Perfect Imitation, Only Our Flaws Remain Ours

“As algorithms perfect imitation, our humanity lives in the imperfections we choose to keep.” n I’ve spent years helping brands find their voice — shaping stories, building identities, trying to make them feel human in a world that’s becoming anything but. But lately, I’ve been carrying a quiet unease. We’re creating more than ever before. … Read more

Plug-and-Play LM Checkpoints with TensorFlow Model Garden

Content Overview Install TF Model Garden package Import necessary libraries Load BERT model pretrained checkpoints Select required BERT model Construct BERT Model Using the NEW params.yaml Construct BERT Model Using the old bert_config.json Construct a Classifier with encoder_config Load Pretrained Weights into the BERT Classifier Load ALBERT model pretrained checkpoints Construct ALBERT Model Using the … Read more

Agentic AI Are Cybersecurity Nightmare You Can’t Ignore

Agentic AI is revolutionizing cybersecurity, impacting both offensive and defensive strategies. Key concerns involve risks like instruction injection and data leaks. Defenses leverage AI for tasks such as alert enhancement and secure coding. A 90-day plan focuses on AI auditing and controlled testing. Success requires skills in prompt engineering and secure coding. Hybrid AI/human models … Read more

This AI Content System Works Better Than 80% Of the Slop on the Internet

A Proven Step-by-Step Approach to Supercharge Your Content Creation Using AI The content creation process is essential, but it’s also time-consuming.Even with a system in place, the constant iteration, refining, and adjusting can still leave you feeling bogged down. Your goal isn’t just more content; it’s content that works; produced quickly and efficiently. The truth … Read more

Everything You Need to Know About Dead Code

What Is “Dead Code”? Dead code refers to parts of a codebase that are written but never executed, called, imported, or otherwise needed during the normal operation of the application. Over time, as features are added, changed, or removed, some code becomes obsolete but is accidentally left behind. This can lead to: Increased bundle size … Read more