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AI News Today: Can AI Forget? Researchers Teach Machines to ‘Unlearn
Stay updated with the latest advancements, tools, and resources in the world of AI
Mohsen Khani
December 11, 2024
AI News Today: Top 5 Highlights
Titles
1.Can AI Forget? Researchers Teach Machines to ‘Unlearn’
2.Reddit: The Unlikely Kingmaker of AI Innovation
3.Trump, AI, and Musk: The Perfect (Tech) Storm?
4.BlackRock Bets Big on AI—But What’s the Endgame?
5.AI Safety: ,Are We Steering the Ship or Plugging Holes?
Machine unlearning: Researchers make AI models ‘forget’ data
Explanation: Researchers from the Tokyo University of Science (TUS) have developed a method to enable large-scale AI models to selectively “forget” specific classes of data. Progress in AI has provided tools capable of revolutionising various domains, from healthcare to autonomous driving. However, as technology advances, so do its complexities and ethical considerations.
Why It Matters: Data privacy is a growing concern in AI development. A method for making AI “unlearn” sensitive information paves the way for more ethical AI models, enhancing trust and compliance in industries like healthcare and finance.
Reading Time: 5
How Years of Reddit Posts Have Made the Company an AI Darling
Explanation: The social-media veteran is profiting from feeding artificial-intelligence companies’ insatiable appetite for conversational text.
Why It Matters: Reddit’s vast conversational data is a goldmine for training language models, positioning it as a silent power player in the AI boom. It also highlights how everyday user interactions fuel advancements in AI capabilities.
Reading Time: 4
OpenAI CFO sees Trump as AI president, trusts Musk to prioritize national interest
Explanation: President-elect Donald Trump could be the "president of this AI generation" as he will take office at a time when critical infrastructure to developing artificial general intelligence (AGI) is built out, OpenAI Chief Financial Officer Sarah Friar said.
Why It Matters: Linking leadership to AI progress emphasizes how politics and technology are intertwined. The focus on Trump and Musk reveals the high stakes of AI governance in shaping global competitiveness and security.
Reading Time: 7
BlackRock COO looking to improve tech, AI capabilities
Explanation: "There's always pockets of capabilities that you can improve upon," said BlackRock COO Rob Goldstein, speaking in an interview at the Reuters NEXT conference in New York. Goldstein pointed to particular opportunities in AI.
Why It Matters: When one of the world’s largest asset managers invests in AI, it signals a shift in how financial giants leverage technology to optimize operations and decision-making, setting the tone for other industries.
Reading Time: 6
AI safety is hard to steer with science in flux, US official says
Explanation: AI developers themselves are grappling with how to prevent abuse of novel systems, offering no easy fix for government authorities to embrace, Elizabeth Kelly, director of the U.S. Artificial Intelligence Safety Institute, said on Tuesday.
Why It Matters: Ensuring AI safety is a critical issue as technologies become more advanced. Cybersecurity threats, such as “jailbreaks,” expose vulnerabilities in AI systems, raising urgent questions about regulation and oversight.
Reading Time: 4
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Prompt
Identifying Bottlenecks in AI Workflow
Prompt: “Analyze the current workflow of our AI project and identify specific bottlenecks that slow progress. Suggest actionable steps to improve task efficiency, resource allocation, and communication within the team. Focus on areas such as data preprocessing, model training, and deployment.”
Enhancing Model Performance and Collaboration
Prompt: “Evaluate our AI project’s current model performance and collaboration strategies. Propose three specific improvements to optimize model accuracy, reduce training time, and foster better integration between team members working on data engineering, model development, and product deployment.”
2 Notable Speeches
1.Antony Blinken spoke in Oslo at the Nobel Peace Prize ceremony, focusing on global cooperation for climate action and the role of youth in shaping a sustainable future .
2.Nobel laureates in Stockholm highlighted the power of science and art to tackle challenges like AI ethics and sustainable energy, celebrating curiosity and innovation .
Quick Hints about AI
Everything else you need to know today
1.Quantum Leap: Alphabet’s quantum AI division introduced Willow, a quantum chip that solved a computing test in five minutes—something traditional supercomputers would have taken 10 septillion years to process.
Amazon’s AGI Lab: Amazon is launching a new AI agent lab, “Amazon AGI SF Lab,” with Adept co-founder David Luan leading the project to drive advances in artificial general intelligence.
Photorealistic AI: X users got a preview of Aurora, a photorealistic image generator powered by Elon Musk’s Grok model, which was briefly available before being taken offline. Grok confirmed it will roll out to all users soon.
AI Adoption Surge: A study revealed that nearly 40% of Americans have used AI in the past year, signaling a dramatic rise in adoption compared to the early days of personal computers.
OpenAI’s Voice Vision: OpenAI’s Greg Brockman appeared on 60 Minutes, revealing a new “Advanced Voice Mode” that includes a vision feature, allowing ChatGPT to see what users see in real time.
Job Board
Responsibilities: Lead product strategy for generative AI in analytics, working closely with engineering teams to develop innovative solutions.
Location: Remote (U.S.)
Responsibilities: Oversee AI-driven demand generation projects, focusing on prompt engineering to enhance the company’s AI products.
Location: Remote
AI Training Resources
1- Mastering AI-Powered Productivity Tools
The Rundown: Learn to use AI tools like Notion AI and Grammarly for enhancing productivity, writing, and task management. This course shows how to streamline workflows and optimize output using AI automation.
Step-by-step:
1. Understand the basics of AI-powered productivity apps.
2. Practice creating templates for recurring tasks or workflows.
3. Use AI features for brainstorming, summarization, and writing assistance.
2-Creating AI-Powered Marketing Campaigns
The Rundown: This course focuses on using AI tools like Jasper or ChatGPT to create marketing content, ad campaigns, and email sequences that perform effectively.
Step-by-step:
1. Learn to structure marketing content for maximum impact.
2. Use AI tools to generate ad copy, blog posts, and email drafts.
3. Analyze AI-generated suggestions to refine campaigns based on analytics.
5 Custom GPT Ideas
SQL Expert GPT: Simplifies SQL writing and debugging for non-engineers, with over 200,000 interactions.
Copywriter GPT: Creates marketing and ad content, widely used with significant traction.
Books GPT: Offers book recommendations, summaries, and insights for readers and educators.
Grimoire Coding Assistant: Automates programming tasks, boosting developer productivity.
Travel Planner GPT: Helps users design personalized itineraries, saving time and effort.