We have found that more autonomy with autonomous agents like Computer results in better quality tracking and greater satisfaction.
AI
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Cost Comparison of Human and Computer Research
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Research is cheap to start but costly per step, since the human executes each one. Computing costs more upfront to delegate and verify, but little per step, since the agent executes the steps. It is worth it once a task
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Perplexity and Harvard Research: Autonomous Agents 87% Faster, 94% Cheaper
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We have published new research with Harvard on the transition from chat interfaces to autonomous agents like Computer. Over 3 months, the results show that workers using Computer complete tasks in 87% less time and at 94% less cost.
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ABB Robotics integrates NVIDIA Omniverse to train robots with 99% accuracy
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ABB #Robotics Integrates NVIDIA Omniverse to Train Industrial #Robots with 99% Accuracy
— Ronald van Loon (@Ronald_vanLoon) 8 juin 2026
by @ABBRobotics
#Engineering #ArtificialIntelligence #Innovation #Technology pic.twitter.com/QUP0MAriKlABB #Robotics integrates NVIDIA Omniverse to train industrial #Robots with 99% accuracy
by @ABBRobotics #Engineering #ArtificialIntelligence #Innovation #Technology -
NotebookLM adds agentic reasoning and Excel/images for Ultra subscribers
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GOOGLE : @NotebookLM now supports advanced agentic reasoning in chat and new output formats, including Excel sheets and images. Only Ultra subscribers
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Gary Marcus argues transformers alone insufficient for AGI
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No. Not by itself. Sergey Brin is absolutely wrong. Transformers by themselves are not “sufficient” for AGI.
— Gary Marcus (@GaryMarcus) 8 juin 2026
Nobody uses transformers on their own anymore. Everybody is supplementing them tools and harnesses and other aspects of architecture from (neuro)symbolic AI.… https://t.co/zAfdPwJVH3No. Not by itself. Sergey Brin is absolutely wrong. Transformers by themselves are not “sufficient” for AGI. Nobody uses transformers on their own anymore. Everybody is supplementing them tools and harnesses and other aspects of architecture from (neuro)symbolic AI.
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Stanford HAI and d.school program for human-centered AI integration
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Are you part of an organization seeking to integrate AI? This fall, @StanfordHAI and @stanforddschool are offering an educational program to help you develop AI solutions that are not just technologically advanced, but deeply human. Move from AI experimentation to strategic
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Videos created for every feed and format with Aleph 2.0
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One video, now made for every feed and format. Upload your existing video, choose your desired aspect ratio and watch our editing model, Aleph 2.0, fill in the rest of the scene as if you made it that way from the start.
— Runway (@runwayml) 8 juin 2026
Try it on our desktop web app at the link below. pic.twitter.com/EdPkUEc2BSA video, now created for every feed and format. Upload your existing video, choose the desired aspect ratio and watch our editing model, Aleph 2.0, complete the rest of the scene as if you had made it that way from the start. Try it on our
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Gary Marcus challenges Hinton on radiologists, memorization, consciousness
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I will start to take Geoff Hinton seriously again (I used to and don’t anymore) when
— Gary Marcus (@GaryMarcus) 8 juin 2026
– radiologists actually start losing jobs
– he acknowledges that LLMs do sometimes effectively memorize things
– he stops over-attributing consciousness to algorithms or at least addresses the… https://t.co/5bKA4zJlTrI will start to take Geoff Hinton seriously again (I used to and don’t anymore) when – radiologists actually start losing jobs
– he acknowledges that LLMs do sometimes effectively memorize things
– he stops over-attributing consciousness to algorithms or at least addresses the -
NotebookLM: upcoming updates with Gemini 3.5 and Omni
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NotebookLM updates soon We are expecting Gemini 3.5 Flash and Gemini Omni upgrades, along with a bunch of new features. Which ones do you want the most?