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Deepmind

All articles tagged with #deepmind

AGI claimed, definitions disputed: the race to measure general intelligence
ai12 days ago

AGI claimed, definitions disputed: the race to measure general intelligence

Fortune notes Nvidia CEO Jensen Huang’s claim that AGI has been achieved, a statement that collides with a growing push to define and quantify general intelligence. Recent work from Google DeepMind and Hendrycks–Bengio proposes a scientific framework (a 10-facet cognitive taxonomy) to evaluate AI across domains and compare to well-educated adults, highlighting a current “jagged” profile where models excel in some areas but lag in others. Other benchmarks like ARC-AGI and debates dating back to Turing illustrate how hard it is to define intelligence, while tech giants push AGI branding for marketing and financial aims (OpenAI/Microsoft contracts referencing profit thresholds) even as leaders like Altman caution that AGI is a sloppy term. Overall, experts agree there is no universal consensus on what AGI means or how to measure it, despite ongoing progress and hype in the field.

DeepMind's AlphaGenome Maps How Mutations Drive Disease
science2 months ago

DeepMind's AlphaGenome Maps How Mutations Drive Disease

Google DeepMind unveils AlphaGenome, an AI that predicts how genetic mutations affect gene regulation across tissues, helping scientists pinpoint disease-driving variants and potentially guide new therapies; trained on public human and mouse data, it analyzes large DNA segments to map essential regulatory elements and their cell-type effects, with early praise from researchers but noting that real-world validation remains ongoing.

DeepMind's AlphaGenome maps the dark genome to disease clues
science2 months ago

DeepMind's AlphaGenome maps the dark genome to disease clues

DeepMind's AlphaGenome is a sequence-to-function AI that can scan up to one million DNA letters at once to map the dark genome, predict how mutations affect gene expression and splicing, and flag disease-linked variants and potential drug targets, offering a major advance for obesity, diabetes, cancer, and other conditions—though it's still imperfect and will require refinement.

AI Accelerates Discovery of Breakthrough Quantum Materials
science-and-technology6 months ago

AI Accelerates Discovery of Breakthrough Quantum Materials

AI has generated millions of potential new materials, but many are unfeasible or unoriginal, leading to debates about its true potential in materials science. While AI accelerates discovery and offers promising tools like GNoME and A-Lab, limitations such as predicting disordered structures and overhyped claims highlight the need for collaboration with experimental chemists and cautious interpretation of results.

DeepMind CEO Highlights Key Flaw Hindering AI's Path to AGI
technology8 months ago

DeepMind CEO Highlights Key Flaw Hindering AI's Path to AGI

Google DeepMind CEO Demis Hassabis states that the main obstacle preventing AI from achieving artificial general intelligence (AGI) is its lack of consistency, particularly in reasoning and memory, despite advancements like Google's Gemini models that can excel in complex tasks but still make simple mistakes. Improving AI's reliability and developing better testing benchmarks are crucial steps forward.