How LLMs Learn to Solve Complex Math

:::info Authors: (1) Haolong Li, Tongji Universiy and work done during internship at ByteDance (furlongli322@gmail.com); (2) Yu Ma, Seed Foundation, ByteDance (mayu.1231@bytedance.com); (3) Yinqi Zhang, East China Normal University and work done during internship at ByteDance (zhang.inch@gmail.com); (4) Chen Ye (Corresponding Author), ESSC Lab, Tongji Universiy (yechen@tongji.edu.cn); (5) Jie Chen, Seed Foundation, ByteDance and a … Read more

The HackerNoon Newsletter: My Experience With KCDC 2025: Is It Worth Going to? (8/23/2025)

How are you, hacker? đŸȘ What’s happening in tech today, August 23, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, Nintendo Agreed to Use Silicon Graphics Technology in 1993, Apple introduced Mac OS X 10.2 code named Jaguar. in 2002, Snow Chains Patented in 1904, and we present … Read more

A Tour of Slog: Everything You Need to Know About Structured Logging With Slog

The new log/slog package in Go 1.21 brings structured logging to the standard library. Structured logs use key-value pairs so they can be parsed, filtered, searched, and analyzed quickly and reliably. For servers, logging is an important way for developers to observe the detailed behavior of the system, and often the first place they go … Read more

BingX Welcomes 100+ Affiliates To BingXperience Bali 2025, Strengthening Community Ties and Openness

PANAMA CITY, August 22, 2025 – BingX, a leading cryptocurrency exchange and Web3 AI company, successfully hosted BingXperience Bali 2025, an exclusive partner experience designed to highlight BingX’s brand presence, creativity, and commitment. The event welcomed nearly 100 key affiliates from across the APAC region, bringing together influential voices and partners for an immersive experience … Read more

The TechBeat: How SocialFi Crowdfunding is Replacing VCs in Crypto: Interview with SeedList Co-Founder (8/23/2025)

How are you, hacker? đŸȘ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. ## Bonuz CEO Matthias Mende On Redefining Web3 Engagement By @penworth [ 9 Min read ] Olayimika Oyebanji sits down with Matthias … Read more

The Final Verdict on Pair vs. Solo Programming: A Summary

Table of Links Abstract and 1. Introduction 2. Experiment Definition 3. Experiment Design and Conduct 3.1 Latin Square Designs 3.2 Subjects, Tasks and Objects 3.3 Conduct 3.4 Measures 4. Data Analysis 4.1 Model Assumptions 4.2 Analysis of Variance (ANOVA) 4.3 Treatment Comparisons 4.4 Effect Size and Power Analysis 5. Experiment Limitations and 5.1 Threats to … Read more

Pair Programming Research: Contrasting Results on Effort

Table of Links Abstract and 1. Introduction 2. Experiment Definition 3. Experiment Design and Conduct 3.1 Latin Square Designs 3.2 Subjects, Tasks and Objects 3.3 Conduct 3.4 Measures 4. Data Analysis 4.1 Model Assumptions 4.2 Analysis of Variance (ANOVA) 4.3 Treatment Comparisons 4.4 Effect Size and Power Analysis 5. Experiment Limitations and 5.1 Threats to … Read more

Pair Programming’s Impact on Effort: A Comparative Discussion

Table of Links Abstract and 1. Introduction 2. Experiment Definition 3. Experiment Design and Conduct 3.1 Latin Square Designs 3.2 Subjects, Tasks and Objects 3.3 Conduct 3.4 Measures 4. Data Analysis 4.1 Model Assumptions 4.2 Analysis of Variance (ANOVA) 4.3 Treatment Comparisons 4.4 Effect Size and Power Analysis 5. Experiment Limitations and 5.1 Threats to … Read more

From Classroom to C-Suite: Generalizing Your Research Findings

Table of Links Abstract and 1. Introduction 2. Experiment Definition 3. Experiment Design and Conduct 3.1 Latin Square Designs 3.2 Subjects, Tasks and Objects 3.3 Conduct 3.4 Measures 4. Data Analysis 4.1 Model Assumptions 4.2 Analysis of Variance (ANOVA) 4.3 Treatment Comparisons 4.4 Effect Size and Power Analysis 5. Experiment Limitations and 5.1 Threats to … Read more

Construct Validity: A Key Threat to Pair Programming Research

Table of Links Abstract and 1. Introduction 2. Experiment Definition 3. Experiment Design and Conduct 3.1 Latin Square Designs 3.2 Subjects, Tasks and Objects 3.3 Conduct 3.4 Measures 4. Data Analysis 4.1 Model Assumptions 4.2 Analysis of Variance (ANOVA) 4.3 Treatment Comparisons 4.4 Effect Size and Power Analysis 5. Experiment Limitations and 5.1 Threats to … Read more

ESCAPE Presale Live on Ethereum With $280K Raised, Hacken Audited and SolidProof KYC Verified

Zurich, Switzerland, August 21st, 2025/Chainwire/–With an overwhelming 180,000 USD raised within 24 hours, ESCAPE’s Ethereum presale is in Stage 3 at $0.01752, moving toward a final stage price of $0.03236. ESCAPE, a Web3 infrastructure token, has launched its presale on Ethereum and shared its roadmap for new blockchain tools. The project aims to make it … Read more

If GPT-OSS Weren’t OpenAI Models, Would We Still Care?

Skip to content Chat history You said: Create image that is wider than it is tall. based on this website https://www.yourfocusfriend.com/ make a pixelated cartoon that says “42 Real Internet People” ChatGPT said: https://www.shutterstock.com/image-vector/pixel-art-people-character-set-600w-2541245749.jpg Here’s a friendly, pixelated cartoon banner—wider than tall—that captures the playful, retro vibe you’re looking for. It’s laid out like a … Read more

WTF is Focus Friend App? What 42 Real Internet People Think

Hank Green’s new app [Focus Friend]() helps you focus by having an adorable knitting bean “work alongside you” while you stay off your phone. If you start scrolling, the timer stops, your bean’s knit unravels—and the poor critter looks sad. This guilt-based twist on the Pomodoro method turned productivity into a weirdly wholesome experience. Launched … Read more

The HackerNoon Newsletter: The One Question I Ask Before Investing in Any AI Company (8/22/2025)

How are you, hacker? đŸȘ What’s happening in tech today, August 22, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, The First Computer User Group Was Founded in 1955, First Person to Enter Space Twice in 1963, Masatoshi Shima Birthday in 1943, and we present you with these … Read more

Is This AI’s Linux Moment? Inside 0G’s Labs Push for an Open, Verifiable Stack for AI

Artificial intelligence is advancing at breakneck speed, yet most of the infrastructure powering AI remains highly centralized, controlled by a few large companies. At the same time, Web3 continues to push the boundaries of what decentralized systems can achieve. Where these two worlds intersect is where 0G Labs positions itself, building what it calls the … Read more

Building a Lambda-Style Feature Platform with GCP Native Services

This article explores how we built a zero-ops, lambda-style feature engineering platform using Google Cloud’s native services. By combining BigQuery Materialized Views, Dataflow, and Vertex AI Feature Store, we reduced query costs by 1000x, simplified streaming pipelines, and eliminated infrastructure overhead. The result: a scalable, cloud-native solution that lets teams focus on feature logic instead … Read more

Memory, Calldata, and Storage in Solidity: Understanding the Differences

:::warning DISCLAIMER: The code in this article is for educational purposes only. ::: If you are finding it difficult to comprehend either storage, memory, or calldata, you are not alone. This is an area most beginner developers struggle to grasp, and even some experienced Solidity developers still don’t fully understand. What are these ‘special words’? … Read more

Networking : Why You Should Understand the IPv4 Header Beyond Chasing Tools

In a trendy tech industry, network engineering seems overshadowed by many trends, and many people forget the importance of the fundamentals of networking. Cloud, AI, Cybersecurity, Cloud computing, Software development, how many times do you see networking mentioned among the critical skills to learn? In the fast-paced tech industry, network engineering often gets overlooked amidst … Read more

A Formal Analysis of Agentic AI Protocols: A2A, ACP, and AGUI

1 Introduction and Context 1.1. Problem Statement The rapid evolution of artificial intelligence has led to the development of autonomous, goal-oriented agents that are capable of reasoning, planning, and executing complex tasks. These agents, however, are frequently designed and implemented within siloed ecosystems, which hinders their ability to communicate, collaborate, and interoperate effectively across platforms. … Read more

“Cryptos Don’t Have Intrinsic Value” —Well, There’s no Such Thing

You’ve probably heard it somewhere: some media or financial personality claiming that cryptocurrencies have no intrinsic or inherent value, and this, apparently, is some kind of scam or damning mistake. For instance, Jamie Dimon, chief of the financial multinational JP Morgan Chase, has said it with complete confidence: “Bitcoin itself has no intrinsic value.” Which … Read more

What is AGENTS.md?

If you’re like me and work with multiple AI coding agents, you know the frustration of managing different instruction files. It’s a pain to keep everything updated across various formats. But I’ve got some great news for you. A new, simplified standard has emerged, and it’s called AGENTS.md. The Problem with Competing Standards For a … Read more