"AI must deliver order-of-magnitude improvements—10x cost savings, speed, or quality—to compel adoption." #AI #Automation #Productivity #Innovation #FutureOfWork
"We've created a universal language for agents—AI models, tools, and data working seamlessly together." #AIautomation #intelligentagents #workflowrevolution #BoxAI #futureofwork
"Success for AI startups lies in targeting the opportunities incumbents overlook. Don't build thin layers—go for moated, cross-platform AI workflows that giants wouldn't consider." #AIstartups #competitiveadvantage #businessstrategy
In this episode, Aaron Levie, Co-founder and CEO of Box, discusses the current landscape of AI and its rapid advancements. He compares the enthusiasm for AI in the enterprise to the initial reluctance faced during the early days of cloud adoption. Levie shares insights into how AI is integrated into…
"It's very similar to an image generated model - you start off with a description and it generates what fits that description. That's what Linus does." Breakthrough AI models are now designing materials with specific properties on demand. #MaterialScience #ArtificialIntelligence #Innovation #Science #OrbitalMaterials
"You can simulate thousands of experiments without ordering chemicals or synthesizing molecules - just change the atom type in your input file and rerun the simulation. This is transforming how we do science." Breakthrough insights into how molecular simulation is revolutionizing research from nanos #molecularsimulation #computationalscience #scientificdiscovery #nanotechnology #AIresearch
'I literally started jumping up and down!' - Researcher's AI model makes unexpected breakthrough in understanding potassium ion channels, a mystery that has eluded scientists for years. The AI showed remarkable ability to simulate complex molecular behaviors never seen in its training data. #AIScience #MolecularBiology #AIBreakthrough #ScienceDiscovery #ComputationalChemistry
"You don't get to predict the property unless you have a really good high fidelity representation of distances" - discover how a specialized neural network architecture is transforming molecular modeling #AIScience #MachineLearning #MolecularAI #MPNN #ComputationalChemistry
"The combination of LLMs with neural network potentials gives AI the ability to validate scientific hypotheses internally, without needing experimental validation. This is a powerful shift in how we conduct science." A glimpse into AI's self-validating future. #ArtificialIntelligence #MLresearch #FutureOfScience #LLMs #AIinnovation
This episode explores the groundbreaking advancements in AGI from recent releases of two Chinese reasoning models: DeepSeek's R1 and Moonshot AI's Kimmy. The discussion delves into the methods, comparative analysis, and implications of these models, particularly focusing on the diverse reinforcement learning techniques employed. Despite computation constraints, these models have…
Jonathan Godwin, founder and CEO of Orbital Materials, alongside researcher Tim Duignan, discuss the transformative potential of AI in material science on the Cognitive Revolution podcast. They explore foundational concepts, the integration of computational simulations, and the development of new materials for various applications such as data centers and combating…
'We know that harmful representations can be obfuscated while harmless features remain—this creates exploitable gaps in AI systems.' #AIsecurity #machinelearning #cybersecurity #shorts
"Our experiments reveal adversarial activations fool detectors, leading to a Whac-A-Mole battle in AI's latent spaces." #AIresearch #adversarialAI #latentspaces #machinelearning #shorts
"As models face more probe layers, obfuscation increases but task performance plummets" – a game-changer in AI defenses. #AIResearch #CyberSecurity #LatentSpace #shorts
'Attackers can poison training data, creating backdoor models that respond to hidden trigger phrases.' Defending against these threats involves advanced detection methods like out-of-distribution probes for harmful input. #AIsecurity #MachineLearning #Backdoors #DataPoisoning #CyberThreats #shorts
'We found that the more we changed the geometry of activations, the more the behavior changed—suggesting structure in neural systems that could be harnessed for AI defense.' #AI #MachineLearning #NeuralNetworks #Security #shorts
'Latent space defenses catch harmful thoughts before they become harmful outputs'—a game-changer for AI safety. #AI #AIsafety #latentdefenses #machinelearning #shorts
In this episode of The Cognitive Revolution, Nathan explores the groundbreaking paper on obfuscated activations with with 3 members from the research team - Luke Bailey, Eric Jenner, and Scott Emmons. The team discusses how their work challenges latent-based defenses in AI systems, demonstrating methods to bypass safety mechanisms while…
'There are more people with rare diseases in the U.S. than there are natural blondes' - the surprising truth about rare diseases and what it really means to be rare. #RareDiseases #Genetics #HealthInsights #shorts
'AI is shortening the diagnostic odyssey and democratizing access to genetic interpretations' - transformative breakthroughs are happening in healthcare. #AIinHealthcare #GeneticCounseling #MedicalInnovation #shorts
'AI can really address this diagnostic odyssey for patients,' cutting diagnostic times and improving outcomes. #AIinMedicine #Genetics #RareDiseases #HealthTech #Innovation #shorts
"Every question takes energy—we can’t just throw in everyone’s medical records and genomes." How much can OpenAI's models handle right now? #AIhealthcare #OpenAI #computelimits #shorts
"AI has changed my life—summarizing articles saves me hours daily. It's like light-year speed progress." #AIresearch #productivity #AItools #ChatGPT #scientificadvances #shorts
Nathan explores the cutting-edge intersection of AI and rare disease research with Dr. Catherine Brownstein of Boston Children's Hospital and Harvard Medical School. In this episode of The Cognitive Revolution, we dive into how frontier AI models are revolutionizing the diagnosis of rare diseases. Join us for an insightful conversation…
