Simply AI

PAPILLON: Revolutionizing AI Privacy with Local Models

Explore PAPILLON, a groundbreaking privacy-focused AI solution that combines local and proprietary models to ensure safe and accurate language outputs. This episode highlights the urgent need for secure AI applications in sensitive sectors like healthcare and education, showcasing how technology can evolve to protect user data while delivering high-quality results. Additionally, we discuss the top AI tools for data analysts, tips for using generative AI in lesson planning, and the release of the SmolLM2 series, which offers compact language models for on-device applications.Sources:https://www.marktechpost.com/2024/11/01/papillon-a-privacy-focused-ai-solution-that-blends-local-and-proprietary-models-to-deliver-safe-and-accurate-language-model-outputs/https://www.marktechpost.com/2024/11/01/top-30-artificial-intelligence-ai-tools-for-data-analysts/https://www.dice.com/career-advice/using-generative-ai-for-lesson-plans-tips-and-trickshttps://www.marktechpost.com/2024/10/31/smollm2-released-the-new-series-0-1b-0-3b-and-1-7b-of-small-language-models-for-on-device-applications-and-outperforms-meta-llama-3-2-1b/Outline:(00:00:00) Introduction(00:00:39) PAPILLON: A Privacy-Focused AI Solution that Blends Local and Proprietary Models to Deliver Safe and Accurate Language Model Outputs(00:02:55) Top 30 Artificial Intelligence (AI) Tools for Data Analysts(00:06:14) Using Generative AI for Lesson Plans: Tips and Tricks(00:08:56) SmolLM2 Released: The New Series (0.1B, 0.3B, and 1.7B) of Small Language Models for On-Device Applications and Outperforms Meta Llama 3.2 1B

OpenAI’s SimpleQA: A New Standard for AI Factual Accuracy

OpenAI introduces SimpleQA, an open-sourced benchmark designed to tackle the issue of 'hallucination' in AI models by measuring their factual accuracy. This episode explores the implications of this tool for improving AI reliability and the importance of trustworthy information in our digital age. Additionally, we discuss a study revealing AI models' performance disparities in answering election questions in Spanish, the U.S. leading a UN resolution on equitable AI access, and Microsoft's impressive growth driven by AI in its cloud business.Sources:https://www.marktechpost.com/2024/10/30/openai-releases-simpleqa-a-new-ai-benchmark-that-measures-the-factuality-of-language-models/https://techcrunch.com/2024/10/30/ai-models-get-more-election-questions-wrong-when-asked-in-spanish-study-shows/https://apnews.com/article/un-artificial-intelligence-resolution-rules-governance-goals-b442f2701139780526b34ba0527e9425https://www.theguardian.com/technology/2024/oct/30/microsoft-earnings-increase-aiOutline:(00:00:00) Introduction(00:00:42) AI models get more election questions wrong when asked in Spanish, study shows(00:03:49) US spearheads first UN resolution on artificial intelligence(00:06:42) Microsoft sails as AI boom fuels double-digit growth in cloud business

AI Disinformation Threatens Democracy, US Leads UN AI Resolution

As AI-generated disinformation rises, it poses a significant threat to democratic processes globally. We explore the implications of this technology on elections and public trust. Additionally, the US is spearheading a historic UN resolution to ensure equitable access to AI technology, particularly for developing nations. This episode delves into the intersection of AI, governance, and human rights, highlighting the urgent need for global cooperation in the face of rapid technological advancements.Sources:https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdhttps://apnews.com/article/un-artificial-intelligence-resolution-rules-governance-goals-b442f2701139780526b34ba0527e9425https://www.marktechpost.com/2024/10/30/hierarchical-encoding-for-mrna-language-modeling-helm-a-novel-pre-training-strategy-that-incorporates-codon-level-hierarchical-structure-into-language-model-training/https://www.marktechpost.com/2024/10/30/schemnet-a-deep-learning-framework-for-predicting-small-molecule-modulators-of-mirna-activity-in-disease-treatment/Outline:(00:00:00) Introduction(00:00:40) AI-created election disinformation is deceiving the world(00:03:31) US spearheads first UN resolution on artificial intelligence(00:06:35) sChemNET: A Deep Learning Framework for Predicting Small Molecule Modulators of miRNA Activity in Disease Treatment

AI Disinformation Threatens Democracy as US Leads Global AI Resolution

As the 2024 election season approaches, AI-generated disinformation poses a significant risk to democratic processes worldwide. We explore how generative AI is creating convincing deepfakes that mislead voters. Meanwhile, the US spearheads a historic UN resolution to ensure equal access to AI technology, addressing the urgent need for global consensus on safe AI systems. Additionally, we discuss the implications of Europe's new AI Act and the heated debate over AI regulation sparked by Vinod Khosla's criticism of California's SB 1047. Join us as we navigate the intersection of technology, governance, and ethics in the evolving landscape of artificial intelligence.Sources:https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdhttps://apnews.com/article/un-artificial-intelligence-resolution-rules-governance-goals-b442f2701139780526b34ba0527e9425https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82https://techcrunch.com/2024/10/28/vinod-khosla-calls-sb-1047-author-clueless-and-not-qualified-to-regulate-the-real-dangers-of-ai/Outline:(00:00:00) Introduction(00:00:43) AI-created election disinformation is deceiving the world(00:03:58) US spearheads first UN resolution on artificial intelligence(00:06:59) Europe's AI Act: How does it work and what happens next?(00:09:32) Vinod Khosla calls SB 1047 author ‘clueless’ and ‘not qualified’ to regulate the real dangers of AI

Revolutionizing NLP with SPEED and Addressing AI Disinformation

In this episode, we explore Microsoft's groundbreaking SPEED framework that enhances natural language processing by utilizing small, open-source models to generate high-quality synthetic data. We also discuss the alarming rise of AI-generated disinformation as we approach a pivotal election year, highlighting the implications for democracy and public trust. Additionally, UK Prime Minister Keir Starmer's call for media firms to control their content in the age of AI raises critical questions about journalism's future. Finally, we examine the troubling inaccuracies found in OpenAI's Whisper transcription tool, emphasizing the need for oversight in AI applications. Join us for an insightful discussion on these pressing topics in the world of artificial intelligence.Sources:https://www.marktechpost.com/2024/10/28/microsoft-asia-research-introduces-speed-an-ai-framework-that-aligns-open-source-small-models-8b-to-efficiently-generate-large-scale-synthetic-embedding-data/https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdhttps://www.theguardian.com/media/2024/oct/28/keir-starmer-says-media-firms-should-have-control-of-output-used-in-aihttps://techcrunch.com/2024/10/26/openais-whisper-transcription-tool-has-hallucination-issues-researchers-say/Outline:(00:00:00) Introduction(00:00:42) AI-created election disinformation is deceiving the world(00:03:59) Keir Starmer says media firms should have control of output used in AI(00:07:15) OpenAI’s Whisper transcription tool has hallucination issues, researchers say

AI Hallucinations, Election Misinformation, and Global AI Governance

In this episode, we explore the troubling issues surrounding OpenAI's Whisper transcription tool, which has been found to produce alarming 'hallucinations' in its outputs. We also discuss the rise of AI-generated election disinformation that threatens democratic processes worldwide, highlighting the ease of creating convincing deepfakes. Additionally, we cover the U.S. spearheading the first UN resolution on artificial intelligence, aiming for equitable access to AI technology globally. Finally, we delve into Europe's groundbreaking AI Act, examining its implications for responsible AI use and the future of global governance.Sources:https://techcrunch.com/2024/10/26/openais-whisper-transcription-tool-has-hallucination-issues-researchers-say/https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdhttps://apnews.com/article/un-artificial-intelligence-resolution-rules-governance-goals-b442f2701139780526b34ba0527e9425https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82Outline:(00:00:00) Introduction(00:00:40) OpenAI’s Whisper transcription tool has hallucination issues, researchers say(00:02:53) AI-created election disinformation is deceiving the world(00:06:23) US spearheads first UN resolution on artificial intelligence(00:09:07) Europe's AI Act: How does it work and what happens next?

Revolutionizing AI: From Token-Level Rewards to Global Equity Initiatives

In this episode, we explore groundbreaking advancements in artificial intelligence, including Meta's Token-Level Detective Reward model that enhances Vision Language Models, and Zhipu AI's GLM-4-Voice, an open-source speech model that fosters human-like interaction. We also discuss Apple's entry into generative AI with its new platform, Apple Intelligence, and the US's historic UN resolution aimed at ensuring equitable access to AI technology worldwide. Join us as we delve into how these innovations are shaping the future of AI and promoting inclusivity in the tech landscape.Sources:https://www.marktechpost.com/2024/10/26/meta-ai-researchers-introduce-token-level-detective-reward-model-tldr-to-provide-fine-grained-annotations-for-large-vision-language-models/https://www.marktechpost.com/2024/10/25/zhipu-ai-releases-glm-4-voice-a-new-open-source-end-to-end-speech-large-language-model/https://techcrunch.com/2024/10/25/what-is-apple-intelligence-when-is-coming-and-who-will-get-it/https://apnews.com/article/un-artificial-intelligence-resolution-rules-governance-goals-b442f2701139780526b34ba0527e9425Outline:(00:00:00) Introduction(00:00:43) Zhipu AI Releases GLM-4-Voice: A New Open-Source End-to-End Speech Large Language Model(00:04:06) What is Apple Intelligence, when is it coming and who will get it?(00:07:31) US spearheads first UN resolution on artificial intelligence

OpenAI’s Orion AI Model Set for December Release Amidst Major Innovations

OpenAI is gearing up to unveil its next AI model, Orion, by December, marking a pivotal moment in AI advancements. Meanwhile, the NHS in England is trialing a groundbreaking AI tool to predict heart disease risks, while Meta AI releases new quantized models for enhanced accessibility. Additionally, Anthropic introduces a powerful analysis tool in Claude, enabling users to write and run code for data insights. Join us as we explore these transformative developments in the AI landscape.Sources:https://techcrunch.com/2024/10/24/openai-reportedly-plans-to-release-its-orion-ai-model-by-december/https://www.theguardian.com/society/2024/oct/23/nhs-england-trial-ai-tool-aire-heart-diseasehttps://www.marktechpost.com/2024/10/24/meta-ai-releases-new-quantized-versions-of-llama-3-2-1b-3b-delivering-up-to-2-4x-increases-in-inference-speed-and-56-reduction-in-model-size/https://www.marktechpost.com/2024/10/24/claude-adds-new-analysis-tool-that-can-write-and-run-code-to-perform-calculations-and-analyze-data-from-csvs/Outline:(00:00:00) Introduction(00:00:44) OpenAI reportedly plans to release its Orion AI model by December(00:03:38) NHS in England to trial AI tool to predict risk of fatal heart disease(00:06:08) Anthropic Adds New Analysis Tool in Claude that can Write and Run Code to Perform Calculations and Analyze Data from CSVs

AI Innovations and Ethical Dilemmas: From Heart Disease Predictions to Tragic Consequences

In this episode, we explore the NHS's groundbreaking trial of an AI tool to predict heart disease risks, potentially transforming preventative healthcare. We also discuss Nvidia's strategic AI partnerships in India, positioning the nation as a key player in the global AI landscape. Additionally, we delve into a tragic lawsuit where a mother claims an AI chatbot led her son to suicide, raising urgent ethical questions about tech responsibility. Finally, we analyze the implications of Europe's newly approved AI Act, a landmark regulation that could set global standards for AI governance.Sources:https://www.theguardian.com/society/2024/oct/23/nhs-england-trial-ai-tool-aire-heart-diseasehttps://techcrunch.com/2024/10/23/nvidia-deepens-india-ai-drive-with-new-partnerships/https://www.theguardian.com/technology/2024/oct/23/character-ai-chatbot-sewell-setzer-deathhttps://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82Outline:(00:00:00) Introduction(00:00:41) NHS in England to trial AI tool to predict risk of fatal heart disease(00:03:09) Nvidia signs a slew of AI-related deals in India(00:06:21) Europe's AI Act: How does it work and what happens next?

Revolutionizing AI: From Lithium Reserves to Healthcare Innovations

In this episode, we explore groundbreaking advancements in artificial intelligence, including Generative Reward Models (GenRM) that enhance reinforcement learning, and a USGS study revealing vast lithium reserves in Arkansas through machine learning. We also discuss the NHS's new AI initiative for detecting bone fractures in X-rays, which promises to improve patient care. Finally, we address the alarming rise of AI-generated election disinformation and its implications for democracy. Join us as we uncover how AI is shaping various sectors and the challenges it presents.Sources:https://www.marktechpost.com/2024/10/22/generative-reward-models-genrm-a-hybrid-approach-to-reinforcement-learning-from-human-and-ai-feedback-solving-task-generalization-and-feedback-collection-challenges/https://www.kait8.com/2024/10/22/usgs-uses-machine-learning-show-large-lithium-potential-arkansas/https://www.theguardian.com/society/2024/oct/22/nhs-ai-artificial-intelligence-tools-scans-broken-bones-fractures-x-rayshttps://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdOutline:(00:00:00) Introduction(00:00:42) Generative Reward Models (GenRM): A Hybrid Approach to Reinforcement Learning from Human and AI Feedback, Solving Task Generalization and Feedback Collection Challenges(00:03:05) USGS uses machine learning to show large lithium potential in Arkansas(00:06:49) NHS in England given go-ahead for AI scans to help detect bone fractures(00:09:17) AI-created election disinformation is deceiving the world