2025-06-03
The world's biggest chip maker TSMC says it still can't keep up with demand for AI hardware despite tariff uncertainty
Oh well, looks like gaming GPUs are still going to be hard to come by.
Your hidden complicity
#ceo #careeradvice
How to get Celestia's Gifts in Fantasy Life i: The Girl Who Steals Time
Your one-stop shop for transforming Strangelings.
How to get animal hide in Fantasy Life i: The Girl Who Steals Time
An essential crafting material you're bound to need at some point.
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 “it depends.” Here’s 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 “Unidentified Seismic Object.”
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 evolving—this 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?
It’s 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.
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