2025-06-03
Nvidia's new Arm-based APU rumoured to launch in an Alienware laptop later this year with RTX 4070 mobile performance and 'breakthrough' power efficiency
Nvidia's Arm chip said to match an RTX 4070 laptop's gaming performance at barely more than half the power consumption.
Meta PM Interview Questions 2025: How to Answer Binary Tradeoffs with Confidence
Most PM candidates default to āit depends.ā Hereās why that fails at companies like Meta, and how the best candidates answer instead.
How to fish in Fantasy Life i: The Girl Who Steals Time
The one question everyone always asks.
The Entire Earth was Mysteriously Shaking Every 90 Seconds. Now, Scientists Know Why
For nine days in September 2023, the world was rocked by an āUnidentified Seismic Object.ā
Evaluating GPT and Open-Source Models on Code Mutation Tasks
Closed-source LLMs like GPT-4 outperform open-source models in code mutation tasks. Common errors causing non-compilable code include unknown methods and structural issues, highlighting room for improvement.
How Prompt Complexity Affects GPT-3.5 Mutation Generation Accuracy
GPT-3.5 outperforms other mutation generators in real bug detection, mutation coupling, and semantic similarity; simpler prompts improve generation efficiency.
Comparing Costs, Usability and Results Diversity of Mutation Testing Techniques
This study compares mutation testing methods, showing LLMs generate more diverse mutations but at higher cost and slower speed, while traditional methods are faster with better usability.
Experiment Design and Metrics for Mutation Testing with LLMs
This study defines cost, usability, and behavior metrics to evaluate LLM-generated Java mutations and describes experimental settings for testing their effectiveness.
Using LLMs to Mutate Java Code
This study evaluates how various LLMs generate Java code mutations through carefully designed prompts, comparing open and closed-source models for mutation testing.
We Designed a Study to See If AI Can Imitate Real Software Bugs
The study evaluates LLMs like GPT-4 and CodeLlama for mutation testing using real Java bugs. It defines 5 research questions and leverages Defects4J and ConDefects datasets.
Mutation Testing with GPT and CodeLlama
Traditional mutation testing is evolvingāthis section reviews how LLMs like GPT-4 and CodeLlama generate high-utility, cost-effective, and natural code mutations.
Study Finds AI Code Mutations Help Developers Catch Bugs Faster
This study shows that GPT-4 and other LLMs can generate diverse, fault-revealing code mutations in Java, outperforming traditional mutation testing tools by 18%.
Which inbox?
Itās easier than ever to fall into an inbox mindset. There are things to do, and we do them. Inbox zero is the unattainable goal that fills our days. But...
How Coral Protocol Is Building the Internet of Agents
Coral Protocol co-founders dive into agent composability, interoperability, and the Internet of Agents. A must-read for AI and Web3 builders.
What Happens When AI Starts Paying for Its Own GPU?
AI is evolving from assistant to economic agent; those who adapt early and leverage this shift will gain a significant edge in global markets.
The TechBeat: Zero-Knowledge, Zero Limits: The Vision Behind Aleo's New Blockchain Paradigm (6/3/2025)
How are you, hacker? šŖWant 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...
The Double Life of a TensorFlow Function
This guide demystifies TensorFlowās tf.functionāa tool that transforms Python code into performant, portable dataflow graphsācovering tracing, usage, and debugging.
Improve Your Relationship with Your Board
A strong CEO-board relationship isnāt built simply on the volume of communicationāitās built on better timing and structure of those interactions. When you manage each touchpoint with the board with...
Why Every Web3 App Needs In-App Crypto Swaps (and How to Add Them in 15 Minutes)
In-app swaps are a must-have for any Web3 app that is serious about staying competitive. Users want to exchange tokens directly within dApps and decentralized wallets. Users who performed native...
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