Defining the Frontier: Multi-Token Prediction’s Place in LLM Evolution

Table of Links Abstract and 1. Introduction 2. Method 3. Experiments on real data 4. Ablations on synthetic data 5. Why does it work? Some speculation 6. Related work 7. Conclusion, Impact statement, Environmental impact, Acknowledgements and References A. Additional results on self-speculative decoding B. Alternative architectures C. Training speeds D. Finetuning E. Additional results … Read more

Growing Interest In Pepeto As Presale Enters Final Stage

Ethereum-based meme coin Pepeto has entered the final stretch of its presale after raising more than $5.5 million. Designed as a utility-first token, Pepeto combines meme coin culture with a full working ecosystem. The project is gaining steady attention from users exploring staking, swapping, and bridging, all features already live on the platform. Unlike many … Read more

Veltrixa.io Unveils AI-Powered Financial Ecosystem

Veltrixa.io has unveiled a comprehensive ecosystem designed to automate and decentralize wealth creation. By fusing AI, blockchain transparency, and real-world applications, the platform aims to redefine how users interact with digital assets and build financial independence in the modern economy. Autonomous Trading Meets Market Intelligence At the heart of the Veltrixa platform is Veltrixa.ai, an … Read more

Indonesia’s Web3 Ambition Risks Colliding With Beijing’s Playbook

On February 24, 2025, Indonesia officially launched Daya Anagata Nusantara Investment Management Board (“Danantara”), a new sovereign wealth fund (SWF) designed to accelerate Indonesia’s economy into the future by consolidating control over the country’s state-owned enterprises (SOEs), with the stated goal of raising GDP growth from 5% to 8% by 2029. With expected assets under … Read more

Seven Years in Tech Taught Me This: Low-Code Is a Power Tool, Not a Magic Wand

When I first started at Sindibad, I remember the sheer frustration of watching a landing page crawl through the development pipeline. It felt snail-slow, a painful bottleneck in getting our initiatives live. As a designer, my visions were flowing, but bringing them to life involved endless hand-offs, rounds of feedback, and agonizing waits for a … Read more

MultiBank Group To List $MBG Token On Gate.io And MEXC During Official Token Generation Event

Hong Kong, PCR, July 18th, 2025/Chainwire/–MultiBank Group, a global financial derivatives institution, is proud to announce that its $MBG Token will be listed on two new major global cryptocurrency exchanges, MEXC and Gate.io, on the day of its official Token Generation Event (TGE), July 22, 2025, in addition to MultiBank.io and Uniswap. The $MBG Token … Read more

GSR Leads $100M Private Placement Into MEI Pharma To Launch First Litecoin Treasury Strategy

NEW YORK, United States, July 18th, 2025/Chainwire/–GSR, crypto’s capital markets partner, today announced an investment and strategic partnership with MEI Pharma, Inc. (NASDAQ:MEIP) (“MEI”), in which it will serve as both strategic advisor and digital asset treasury manager. The $100 million private investment in public equity (PIPE) into MEI represents a significant step toward institutionalizing … Read more

KuCoin Launches xStocks, Delivering a One-Stop Access Point To Top Global Tokenized Equities

VICTORIA, Seychelles, July 18th, 2025/Chainwire/–On July 18, 2025, the leading global cryptocurrency exchange KuCoin officially announced the listing of xStocks and that they are joining the xStocks alliance. xStocks are tokenized stocks powered by the Swiss-based company Backed. This launch marks a significant step forward in KuCoin’s expansion of multi-asset allocation capabilities. The first batch … Read more

Implementing Input Masking and Padding in TensorFlow Keras Models

Content Overview Setup Introduction Padding sequence data Masking Mask-generating layers: Embedding and Masking Mask propagation in the Functional API and Sequential API Passing mask tensors directly to layers Supporting masking in your custom layers Opting-in to mask propagation on compatible layers Writing layers that need mask information Summary Setup import numpy as np import tensorflow … Read more

TensorFlow Sparse Tensors Explained With Examples

Content Overview Sparse tensors in TensorFlow Creating a tf.sparse.SparseTensor Manipulating sparse tensors Using tf.sparse.SparseTensor with other TensorFlow APIs tf.keras tf.data tf.train.Example tf.function Further reading and resources When working with tensors that contain a lot of zero values, it is important to store them in a space- and time-efficient manner. Sparse tensors enable efficient storage and … Read more

Tensor Slicing and Data Insertion Made Easy with TensorFlow

Content Overview Introduction Extract tensor slices Insert data into tensors Further reading and resources When working on ML applications such as object detection and NLP, it is sometimes necessary to work with sub-sections (slices) of tensors. For example, if your model architecture includes routing, where one layer might control which training example gets routed to … Read more

Comparing Custom Optimizers Using TensorFlow Core APIs

Content Overview Introduction Optimizers overview Setup Gradient descent Gradient descent with momentum Adaptive moment estimation (Adam) Conclusion Introduction The Keras optimizers module is the recommended optimization toolkit for many general training purposes. It includes a variety of prebuilt optimiziers as well as subclassing functionality for customization. The Keras optimizers are also compatible with custom layers, models, and … Read more

How to Compress Images With SVD and TensorFlow Core APIs

Content Overview Introduction Setup SVD fundamentals Low rank approximation with SVD Image loading The image compression algorithm Evaluating approximations Compression factor vs rank Cumulative sum of singular values Error and singular values Conclusion Introduction This tutorial explores the technique of singular value decomposition (SVD) and its applications for low-rank approximation problems. The SVD is used to factorize … Read more

Outsmarting Akamai’s Bot Detection with JA3Proxy

Akamai Bot Manager is one of the most common anti-bot solutions on the market. It’s used by many high-profile websites, ranging from e-commerce sites to travel sites, and, depending on its configuration, can be challenging to bypass. Based on my experience, the typical pattern I encounter when a website activates Akamai Bot Manager protection is … Read more

The HackerNoon Newsletter: 12 Lessons from My Half-assed YouTube Channel (7/18/2025)

How are you, hacker? 🪐 What’s happening in tech today, July 18, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, Intel is Founded in 1968, Detroit Filed for Bankruptcy in 2013, “Mein Kampf” Was Published in 1925, and we present you with these top quality stories. From Teams … Read more

Streamex CEO Henry McPhie Highlights BSGM Merger And RWA Tokenization Strategy In Live TV Interview

New York, USA, July 17th, 2025/Chainwire/–In a live financial television interview, Streamex CEO Henry McPhie unveiled new details surrounding the company’s strategic merger with BioSig Technologies (NASDAQ: BSGM), which officially positions Streamex as one of the first publicly traded real-world asset (RWA) tokenization companies focused on the $142 trillion commodities market. The interview aired just … Read more

One Engineer, Hundreds of Motors, and a $0.06 App That Saves a Single Amazon Site Over $100K a Year

How a solo-built real-time VFD monitoring system quietly prevents hardware failures, reduces downtime, and generates millions of data points for predictive maintenance — all while costing less than a cup of coffee per year. The Problem: Too Little, Too Late At Amazon fulfillment centers, motors quietly power the movement of millions of packages. But when one … Read more

The TechBeat: Coinzilla Delivers 75M+ Impressions, Powering Bitget’s 120% Growth in One Month (7/18/2025)

How are you, hacker? 🪐Want to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## Coinzilla Delivers 75M+ Impressions, Powering Bitget’s 120% Growth in One Month By @coinzilla [ 3 Min read ] The results demonstrate … Read more

What AI Can Do, and What we Can Build

Over the last few months, I’ve been exploring how far AI can take us, not just in theory, but in making them real. Could we build real tools using only basic computers and AI? Could we test techniques like AI image detection, not in giant labs, but in everyday settings? This journey led me to … Read more

Bitcoin Rocketry Inc.

TL;DR : Bitcoiners need Rockets. I want to work for Bitcoin Rocketry Inc. I’ll sleep on the factory floor. *** No nuke. Nuke is a dirty Word Bitcoin is fixed in supply which is why the concept of Bitcoin Reserves is the hottest cake in the financial world. But the ultimate reserve play is not … Read more

Is AI the End of Sustainability?

When people hear “sustainability,” they often jump to carbon emissions and climate goals. But in product management, sustainability isn’t just “let’s go green”. It’s part of the strategy. It’s about building products that endure, teams that don’t burn out, and practices that scale. Sustainable product management means leading with longevity in mind, placing team resilience … Read more