The world of artificial intelligence is rapidly evolving, with breakthroughs and challenges emerging on a daily basis. As AI continues to transform industries and revolutionize the way we live and work, it's essential to stay informed about the latest developments. In this news brief, we'll delve into the most significant AI-related stories of the moment, from the accuracy problems plaguing generative AI models to the innovative applications of AI in various sectors.
Gen AI's Accuracy Problems Aren't Going Away Anytime Soon, Researchers Say
Artificial intelligence has developed rapidly in recent years, but it still has a long way to go in terms of accuracy and reliability. A recent report by the Association for the Advancement of Artificial Intelligence (AAAI) found that generative AI models are prone to making mistakes, including fabricating information and providing incorrect answers. Researchers noted three main ways to boost the accuracy of AI systems: fine-tuning, retrieval-augmented generation, and chain-of-thought. However, despite these efforts, researchers are not optimistic that AI will become more accurate and reliable soon.
Sanctuary AI uses NVIDIA Isaac Lab to accelerate robot training
Sanctuary AI has demonstrated sim-to-real transfer of learned manipulation policies for its hydraulic hands. The company uses NVIDIA Isaac Lab to simulate dexterity-focused training environments, enabling researchers and developers to build autonomous robots more efficiently. Sanctuary AI's hands have kinematics beyond human capability, which cannot be accessed using analogous methods. Online reinforcement learning in a simulated environment allows the learning algorithms to fully use the hands' capabilities.
The surprising reason ChatGPT and other AI tools make things up – and why it’s not just a glitch
Large language models (LLMs) like ChatGPT have wowed the world with their capabilities, but they've also made headlines for confidently spewing absolute nonsense. This phenomenon, known as hallucination, ranges from fairly harmless mistakes to completely fabricated legal cases. To understand why AI hallucinates, we need a quick refresher on how LLMs work. LLMs don't retrieve facts like a search engine or a human looking something up in a database. Instead, they generate text by making predictions. Researchers are working on ways to make models more reliable, but for now, understanding why AI hallucinates, how to prevent it, and why you should fact-check everything remains essential.
How The AI Alliance Collaborated Its Way To Rapid First-Year Growth
The AI Alliance was founded in December 2023 by IBM and Meta, along with 50 other initial members. Over a year's time, its membership has grown quickly, so that now it has more than 140 worldwide members. The AI Alliance established an impressive list of goals right from its inception, including fostering open collaboration, establishing governance and guardrails for AI, and developing benchmarking tools and clear policy positions. The alliance has made significant progress in its first year, including the creation of the SemiKong model and the Domain-Aware Neurosymbolic Agents project.
With AI, leaders need to re-engineer the workforce
AI is fundamentally re-engineering how work is done, who does it, and why. Organizations must establish a common language around work to navigate this transformation effectively. Leaders must rise to the challenge, driving the reinvention of work ethically and inclusively. The moral mandate of leaders is to empower people, not displace them. Leaders must rethink traditional job design, focusing on tasks rather than skills, and provide comprehensive frameworks that map jobs, tasks, processes, and career paths.
Perplexity AI says it would rebuild TikTok's algorithm and add Community Notes features
Perplexity AI has outlined its vision for rebuilding TikTok's algorithm and adding Community Notes features. The company would rebuild the app's signature algorithm from scratch, make the "For You" feed open source, and integrate the shortform videos into its search engine. Perplexity AI is singularly positioned to rebuild the TikTok algorithm without creating a monopoly, combining world-class technical capabilities with Little Tech independence.
Meme Stock Meets AI: How AMC Could Help Moviegoers Never See Subtitles Again
AMC Entertainment Holdings (AMC) is testing a new feature for a foreign film it will bring to theaters. The company is set to release the Swedish sci-fi film "Watch the Skies" in top theatrical markets via XYZ Films, which partnered with Flawless AI to dub the film. The hope is that moviegoers won't be able to tell that the movie was never filmed using English. There will be no subtitles for the film, which was originally recorded in Swedish.
North Korea launches hacking hub focused on artificial intelligence
The North Korean government is allegedly operating a dedicated facility for cybercrime with a focus on artificial intelligence. The facility, dubbed 'Research Center 227,' is said to be operating 24 hours a day and coordinating with the government's Reconnaissance Generation Bureau (RGB).
Key Takeaways
- AI accuracy problems are not going away anytime soon, researchers say.
- Sanctuary AI uses NVIDIA Isaac Lab to accelerate robot training.
- ChatGPT and other AI tools make things up due to their design and limitations.
- The AI Alliance has made significant progress in its first year, including the creation of the SemiKong model and the Domain-Aware Neurosymbolic Agents project.
- Leaders must re-engineer the workforce to navigate the transformation brought about by AI.
- Perplexity AI has outlined its vision for rebuilding TikTok's algorithm and adding Community Notes features.
- AMC is testing a new feature for a foreign film that uses AI to dub the film without subtitles.
- North Korea has launched a hacking hub focused on artificial intelligence.
Sources
- Gen AI's Accuracy Problems Aren't Going Away Anytime Soon, Researchers Say
- Sanctuary AI uses NVIDIA Isaac Lab to accelerate robot training
- The surprising reason ChatGPT and other AI tools make things up – and why it’s not just a glitch
- How The AI Alliance Collaborated Its Way To Rapid First-Year Growth
- With AI, leaders need to re-engineer the workforce
- Perplexity AI says it would rebuild TikTok's algorithm and add Community Notes features
- Meme Stock Meets AI: How AMC Could Help Moviegoers Never See Subtitles Again - AMC Entertainment Hldgs (NYSE:AMC)
- North Korea launches hacking hub focused on artificial intelligence