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- 🤖 OpenAI Uses Games to Improve AI Models
🤖 OpenAI Uses Games to Improve AI Models
PLUS: America’s “Manhattan Projects” for AI Military, Mistral AI Releases Codestral Mamba
James Roesser
July 18, 2024
Welcome back AI enthusiasts!
In today’s AI Report:
🕹OpenAI Uses Games to Improve AI Models
🇺🇸America’s “Manhattan Projects” for AI Military
🐍Mistral AI Releases Codestral Mamba
🛠5 Trending Tools
💰Venture Capital Updates
💼Who’s Hiring?
Read Time: 3 minutes
🗞RECENT NEWS
OPENAI
🕹OpenAI Uses Games to Improve AI Models
Image Source: Canva AI Image Generator
OpenAI revealed a new algorithm called “Proof-Verifier Games” to help advanced language models like ChatGPT’s GPT-4 explain themselves better.
Key Details:
“Proof-Verifier Games” trains advanced language models to generate outputs that are easier to understand and verify.
Here’s a breakdown of how “Proof-Verifier Games” works:
Prover {Player One}: The advanced language model trying to generate solutions like answering questions or solving problems.
Helpful Prover: Tries to generate correct solutions.
Sneaky Prover: Tries to generate incorrect solutions to fool the verifier.
Verifier {Player Two}: An AI model that checks the prover’s solutions for accuracy.
The Helpful Prover {Player One} learns to generate solutions that aren’t only correct but also clear and well-explained.
The Verifier {Player Two} gets better at spotting both correct and incorrect solutions.
Why It’s Important:
Advanced Language models like ChatGPT’s GPT-4 are great at generating the correct answer, but their solutions can be cryptic or hard to follow.
“Proof-Verifier Games” force advanced language models to consider understandability alongside correctness.
AI AND POLITICS
🇺🇸America’s “Manhattan Projects” for AI Military
Image Source: Gage Skidmore/Flickr/“An Address to Young Americans”
Allies of former U.S. President Donald Trump reportedly drafted plans to create “Manhattan Projects” for developing and deploying AI-centric military operations.
Key Details:
The documents include a “Make America First in AI” section that calls for “Manhattan Projects” to advance AI military applications.
It also proposes creating “industry-led” agencies to evaluate AI models and protect AI systems from foreign adversaries.
The plans would immediately review and eliminate “burdensome regulations” on AI developments in the private sector.
The plans state, “We’ll repeal President Joe Biden’s dangerous Executive Order on Safe, Secure, and Trustworthy AI that hinders AI innovation.”
Ohio Senator J.D. Vance was recently named as Trump’s running mate. He previously indicated support for open-source AI developments and hands-off regulation.
Why It’s Important:
Given how quickly AI is accelerating, it’s not surprising that it’s turned into a political issue.
Trump’s Camp favors looser regulations to prevent stifling the American economy’s growth engine. They vocally support open-source AI developments: the public release of underlying code that can be copied and altered to create new technology.
Biden’s Cabinet supports a slower, safety-focused approach that involves government oversight, industry regulations, and monitoring unlawful discrimination to fuel antitrust actions.
🩺 PULSE CHECK
Should the American government regulate AI developments?Vote Below to View Live Results |
AI RESEARCH
🐍Mistral AI Releases Codestral Mamba
Mistral AI released Codestral Mamba and Mathstral, specialized Large Language Models (LLMs) that excel at code generation and solving mathematical problems.
Codestral Mamba focuses on code generation and is designed to be a local code assistant for developers.
Codestral Mamba can handle context lengths up to 256K tokens, making it ideal for large, complex coding tasks or local development projects.
Mathstral focuses on solving mathematical problems and aims to tackle complex, multi-step reasoning problems.
Mathstral achieved state-of-the-art performance on math reasoning benchmarks like MATH {56.6%} and MMLU {63.47%}.
🛠TRENDING TOOLS
🎨Designer creates stunning designs on the go.
🗣KapKap is an AI-based lip-sync video generator.
👣Bigfoot discovers amazing experiences in your city.
🎓Otio is an AI reasoning and writing partner for students.
📦Didero automates your supply chain workflows to streamline operational efficiency.
🔮Browse our always Up-To-Date AI Tools Database.
💰VENTURE CAPITAL UPDATES
💼WHO’S HIRING?
Leidos (Oceanside, CA): Software Engineer Intern, Summer 2025
Akuna Capital (Chicago, IL): Software Engineer Intern, C++, Summer 2025
Wells Fargo (Irving, TX): 2025 Technology Summer Intern, Early Careers, Software or Data Engineer
Persona (San Francisco, CA): Junior Software Engineer, New Grad
Waymo (San Francisco, CA): Systems Test Engineer, Motion Control
🤖PROMPT OF THE DAY
MARKETING
📬Email Marketing Campaigns
Imagine you’re crafting an email campaign for [Business] with [Product/Service] in [Industry] aimed at [Target Audience].
Outline the key elements of your campaign strategy, including the target audience segmentation, compelling subject lines, content structure (e.g., promotional offers, feature highlights, or testimonials), and the desired Call-To-Action (CTA).
Business = [Insert Here]
Product/Service = [Insert Here]
Industry = [Insert Here]
Target Audience = [Insert Here]📒FINAL NOTE
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