Think-and-Execute Improves Algorithmic Reasoning: Here’s How

Table of Links Abstract and 1. Introduction 2 Think-and-Execute 3 Experimental Setup 4 Results 5 Analysis 6 Related Work 7 Limitations and Discussion 8 Conclusion and References A Experimental Details B Details of Think-and-Execute C Prompts Used in Our Experiments D Human-written Pseudocode Prompts E Generated Analyses F Generated Pseudocode Prompts G Qualitative Analysis 4 … Read more

How We Curated Seven Algorithmic Reasoning Tasks From Big-Bench Hard

Table of Links Abstract and 1. Introduction 2 Think-and-Execute 3 Experimental Setup 4 Results 5 Analysis 6 Related Work 7 Limitations and Discussion 8 Conclusion and References A Experimental Details B Details of Think-and-Execute C Prompts Used in Our Experiments D Human-written Pseudocode Prompts E Generated Analyses F Generated Pseudocode Prompts G Qualitative Analysis 3 … Read more

What Is Think-and-Execute?

Table of Links Abstract and 1. Introduction 2 Think-and-Execute 3 Experimental Setup 4 Results 5 Analysis 6 Related Work 7 Limitations and Discussion 8 Conclusion and References A Experimental Details B Details of Think-and-Execute C Prompts Used in Our Experiments D Human-written Pseudocode Prompts E Generated Analyses F Generated Pseudocode Prompts G Qualitative Analysis 2 … Read more

‘I am ashamed’ — Solana CEO breaks silence over controversial ad backlash

Solana Labs CEO Anatoly Yakovenko has broken his silence over the “America Is Back — Time to Accelerate” advertisement, which blended American patriotism and tech innovation with political messaging around gender identity. “The ad was bad, and it’s still gnawing at my soul,” Yakovenko said in a March 19 X post after receiving immense backlash … Read more

How a $6M bet on Wiz turned into a massive 200x return for one early backer

Wiz’s $32 billion all-cash acquisition by Google parent Alphabet promises a colossal payday for the cybersecurity startup’s early-stage investors. The deal is a big win for Sequoia, one of the best-known VC firms, which stands to make $3 billion, about 25x the money it invested in the company, Bloomberg reported. Despite substantial returns for Sequoia’s … Read more

Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning

Table of Links Abstract and 1. Introduction 2 Think-and-Execute 3 Experimental Setup 4 Results 5 Analysis 6 Related Work 7 Limitations and Discussion 8 Conclusion and References A Experimental Details B Details of Think-and-Execute C Prompts Used in Our Experiments D Human-written Pseudocode Prompts E Generated Analyses F Generated Pseudocode Prompts G Qualitative Analysis Abstract … Read more

API Hacking for SQAs: A Starter’s Proof of Concept

Intro Freedom of Testing is Freedom of Thinking. . . . API testing is often treated as a checklist in the present fast-paced world of software development. We often merely validate their response against acceptance criteria, quickly script them for automated execution, and then hurriedly move them aside to meet tight release deadlines. But, is … Read more

OpenAI’s o1-pro is the company’s most expensive AI model yet

OpenAI has launched a more powerful version of its o1 “reasoning” AI model, o1-pro, in its developer API. According to OpenAI, o1-pro uses more computing than o1 to provide “consistently better responses.” Currently, it’s only available to select developers — those who’ve spent at least $5 on OpenAI API services — and it’s pricey. Very … Read more

Bitcoin long-term holder behavior shift signals 'unique market dynamic' — Research

Bitcoin’s corrective phase set a four-month low at $76,600 on March 11. Despite this decline, long-term holders have continued to hold large amounts of BTC, suggesting a “unique market dynamic moving forward,” new research says. “Long-Term Holder activity remains largely subdued, with a notable decline in their sell-side pressure,” Glassnode said in a March 18 … Read more