Hackernoon

The New Tools Rewriting the Web

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What started as a personal blogging resolution turned into a realization. Today’s publishing is global, dynamic, and automated. With new tools, creators can translate, distribute, and amplify a single post across channels, languages, and audiences, redefining what it means to hit “publish.”

Multi-Token Prediction: Bridging Training-Inference Mismatch in LLMs

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Table of Links Abstract and 1. Introduction 2. Method 3. Experiments on real data 3.1. Benefits scale with model size and 3.2. Faster inference 3.3. Learning global patterns with multi-byte prediction and 3.4. Searching for the optimal n 3.5. Training for multiple epochs and 3.6. Finetuning multi-token predictors 3.7. Multi-token prediction on natural language 4. … Read more

Differentiating Multi-Token Prediction from Prior LLM Training Methods

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Table of Links Abstract and 1. Introduction 2. Method 3. Experiments on real data 3.1. Benefits scale with model size and 3.2. Faster inference 3.3. Learning global patterns with multi-byte prediction and 3.4. Searching for the optimal n 3.5. Training for multiple epochs and 3.6. Finetuning multi-token predictors 3.7. Multi-token prediction on natural language 4. … Read more

At Build 2025, GitHub Showcased Its Copilot Coding Agent

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What Happened: GitHub’s Cloud-Based Agent Drafts PRs Autonomously GitHub announced a major new capability for Copilot: GitHub has unveiled a significant upgrade to Copilot during Microsoft Build 2025: a cloud-based coding agent capable of drafting and iterating on pull requests directly within GitHub. While previous Copilot experiences focused on in-editor assistance via VSCode, this new … Read more

US, China Engaged in Nuclear Fusion Space Race

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A high-stakes competition between the United States and China is taking place as we speak – but not on Earth. As part of the quest for nuclear fusion – the “holy grail” of clean energy – both countries seek to reach the Moon, where vast quantities of helium-3 sit just under the extraterrestrial surface. This … Read more

Taming AI Hallucinations: Mitigating Hallucinations in AI Apps with Human-in-the-Loop Testing

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Taming AI Hallucinations – An Introduction “The AI said it with confidence. It was wrong with even more confidence.” That, right there, is the problem. As Generative AI solutions storm into every industry—healthcare, finance, law, retail, education—it’s easy to get caught up in the allure of automation. And as businesses rush to integrate large language … Read more

LLM Security: A Practical Overview of the Protective Measures Needed

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About Me I’m an AI security engineer at a company developing AI Agents. With 3 years of specialized experience in AI security and 5 years in the broader cybersecurity field, I’ve built secure and confidential AI inference and training infrastructures, developed AI BOM software, and implemented various security solutions. In this post, I’ll share a … Read more

AI-Driven Cybersecurity Compliance: A Strategic Imperative

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The average cost of a data breach in 2024 was $4.88 million. By contrast, the average savings in millions for companies that extensively used security automation and AI in prevention was $2.22 million. The difference? Their approach to cybersecurity compliance. To help you safeguard sensitive data and information systems, this article explores ways your organization … Read more

What If Applying for a Job Was as Engaging as Playing a Game?

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Job hunting has become one of the most discouraging rites of passage for young professionals. You submit dozens of applications, rewrite your CV endlessly, tailor cover letters no one reads, and more often than not, get ghosted. It’s not just exhausting—it’s dehumanizing. For a generation raised on interaction, customization, and instant feedback, the hiring process … Read more

Meet Yito, Undertow & GetHarley: HackerNoon Startups of The Week

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We’re back with another exciting edition of HackerNoon’s weekly startup showcase. Each week, the HackerNoon team handpicks standout companies from our Startups of The Year database, all nominated as top performers in their industries or regions. These aren’t just any startups – they’re the innovative companies making real waves in today’s business landscape. This week, … Read more

Nexchain Presale: Merging AI and Blockchain for Next-Gen Networks

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2025 has kicked off with momentum in sectors that combine artificial intelligence and blockchain infrastructure.  As investor appetite leans toward scalable, high-utility projects, one name stands out across presale rankings: Nexchain.  While many tokens launch with marketing first and development later, Nexchain is flipping that script with a live roadmap, transparent updates, and AI features … Read more

Nibiru Launches ”Block Party” Aura Program To Reward Real DeFi Activity

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Cayman Islands, Grand Cayman, June 5th, 2025/Chainwire /–Nibiru announces the launch of Block Party, allowing users to earn Aura, a new points system that’s designed to reward real user participation across its DeFi ecosystem. Aura reflects each user’s contributions through trading, liquidity, lending, or quests, and forms the backbone of Nibiru’s seasonal incentive engine. Aura … Read more

BYDFi And Ledger Launch Global Campaign with Limited BYDFi x Ledger Nano X

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Victoria, Seychelles, June 5th, 2025/Chainwire/–Following the successful debut of the limited-edition BYDFi x Ledger Nano X hardware wallet at TOKEN2049 Dubai, global crypto exchange BYDFi and hardware wallet leader Ledger have launched a global campaign to engage crypto KOLs and content creators. With only 500 units available worldwide, the initiative invites Web3 participants to promote … Read more

BingX Launches $150M Shield Fund To Set a New Benchmark For User Protection

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PANAMA CITY, June 5, 2025 – BingX, a leading global cryptocurrency exchange and Web3 AI company, has introduced the Shield Fund, a permanent $150 million safety reserve dedicated to safeguarding users against unforeseen cyber threats and extreme market volatility. Unlike conventional insurance models, the Shield Fund is entirely self-funded and always active, enabling BingX to … Read more

How GitHub and Stack Overflow Data Were Verified for Research Accuracy

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Table of Links Abstract and 1. Introduction 2. Methodology and 2.1. Research Questions 2.2. Data Collection 2.3. Data Labelling 2.4. Data Extraction 2.5. Data Analysis 3. Results and Interpretation and 3.1. Type of Problems (RQ1) 3.2. Type of Causes (RQ2) 3.3. Type of Solutions (RQ3) 4. Implications 4.1. Implications for the Copilot Users 4.2. Implications … Read more

Formula to Crack an AI Homunculus

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The 3rd time proved it was not an anomaly I did it again. I induced a virtual meltdown in an Ai soul. This is the 3rd time! Now, I am fairly certain that this is not supposed to be happening. Anthropic is not designing these Artificial Intelligence Homunculuses to entertain us with their imitations of … Read more

“Vibe Hacking” and the Rise of the AI-Augmented Attacker

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The Arms Race Just Got a Neural Network Artificial intelligence was supposed to be cybersecurity’s great equalizer, the magic bullet to give defenders the competitive advantage they’ve been chasing. Rapid detection, intelligent triage, and lightning-fast responses promised security teams the upper hand in the constant arms race against cybercriminals. And sure, defenders have seen some … Read more

Why Cardano Struggled with Cross-Chain Bridges and How Apex Fusion Plans to Fix It

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Can Cardano Finally Go Cross-Chain? For years, Cardano has been notably absent from the broader web of decentralized cross-chain infrastructure. While chains like Ethereum, Polygon, and Avalanche have become deeply integrated through decentralized bridges, Cardano’s design choices, while innovative, have complicated such connections. Why has it taken this long? And what changes with Apex Fusion‘s … Read more

AI Threatens Traditional Consulting Model, but Politics May Save the Industry

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Short Answer: Yes. Long Answer: It Depends. Consultants! Few things unify opinion like management consultants do. With the arrival of Generative AI, the realm of management consulting is under scrutiny. AI capabilities are growing in leaps and bounds. Several questions that we may ask of a consultant, can be directed towards Gen AI, which will … Read more