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- šØ A Robot that Learns How Humans Work - From YouTube?
šØ A Robot that Learns How Humans Work - From YouTube?
This humanoid is teaching itself real-world tasks by watching humans online and it is improving without waiting for instructions.

Hello There!
A humanoid robot just learned new tasks by watching internet videos, which means the machines are now picking up skills the same way humans binge tutorials, so it may be time to update your definition of on-the-job training. Walmart is bringing its entire catalogue into Googleās Gemini, so shopping becomes a chat, which means your future AI assistant might know your grocery needs better than your spouse and never forget the milk. NVIDIA and Eli Lilly are building a billion-dollar AI lab to accelerate drug discovery, which signals that AI is no longer just automating work but reshaping entire industries and possibly creating job titles none of us can yet pronounce.
Here's what's making headlines in the world of AI and innovation today.
In todayās AI Pulse
ā” Go-to-Millions ā Proven ecom wins your boss will think are yours.
š° The Rundown AI ā Learn AI in 5 minutes a day.
š AdQuick ā Tech-powered OOH ads that perform.
š¤ Self Learning ā Humanoid Learns Tasks Autonomously.
š Chat Shopping ā Arrives as Walmart Joins.
š NVIDIA ā Lilly Launch Billion Dollar Lab.
ā” Quick Hits ā IN AI TODAY
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š§ The Pulse
Humanoid robot maker 1X unveiled a world model that lets its NEO robot learn tasks from internetāscale video, turning any request into actionable behaviour via video and physics models. This selfālearning loop allows NEO to perform novel tasks and continuously improve, heralding a paradigm shift set to reshape commercial robotics.
šThe Download
World model breakthrough ā 1X unveiled a world model for its NEO humanoid that learns from internetāscale video. It converts requests into capabilities via a video model grounded in physics and an inverse dynamics module, bridging digital insights and physical actions.
Generalised skills ā The world model gives NEO generalised skills to perform tasks it has never seen, like packing a lunchbox or operating a toilet seat. The approach grounds movements in realāworld physics for robust manipulation in unstructured environments.
Selfālearning loop ā NEO collects its own training data and improves through selfāsupervised learning. This loop lets the robot learn new tasks autonomously and share behaviours across units, reducing reliance on human labelling.
Commercial launch ā 1X sells NEO through its online store with early access at $20,000 or a $499 monthly subscription. Executives say selfāteaching robots mark a paradigm shift that could unlock consumer and industrial applications globally soon.
š”What This Means for You
As autonomous robots learn from vast video corpora, everyday tasks could be automated without custom coding. Professionals across industries should anticipate smarter robotic assistants capable of tackling unexpected chores. Prepare to integrate, supervise, and ethically manage AIādriven machines that learn on the fly, transforming productivity and rapidly evolving workforce dynamics.
š§ The Pulse
Walmart is bringing its entire catalogue to Googleās Gemini app under the Universal Commerce Protocol. Users will chat to shop and get personalised lists, linking their accounts for live inventory and pricing. Orders will be fulfilled via Walmartās network, challenging Amazonās grip on conversational shopping starting in 2026 globally.
šThe Download
Conversational shopping ā Walmart partnered with Google to integrate its catalogue into Gemini via the Universal Commerce Protocol. Users chat about needs and receive Walmart and Samās Club product suggestions, placing orders without leaving the conversation this year.
Personalised lists & linking ā Gemini produces personalised shopping lists from purchase history. Users can link Walmart and Samās Club accounts to see live inventory, prices, and membership info, simplifying replenishment and boosting loyalty.
Fast fulfilment ā Orders are fulfilled by Walmartās stores and distribution centres, with sameāday pickup or delivery. Sundar Pichai said the partnership brings Walmartās convenience directly into Gemini, allowing Googleās AI to surface relevant products across categories.
Universal commerce ambitions ā The collaboration is an early test of Googleās Universal Commerce Protocol, which could let any retailer plug catalogues into Gemini. Analysts say it challenges Amazonās dominance and may reshape shopping across search and chat platforms over time.
š”What This Means for You
Conversational commerce is moving into mainstream platforms. Prepare for AI assistants that manage product suggestions, inventory updates, and checkout. Companies should adapt data feeds, logistics, and brand messaging for chat interfaces. The shift challenges established marketplaces and may transform how businesses reach customers across channels in the coming years.
š§ The Pulse
AI chip giant Nvidia and drugmaker Eli Lilly are forming a $1āÆbillion joint lab in the San Francisco Bay Area, scheduled to open in 2026. Using Nvidiaās new Vera Rubin chips, the facility will train generative models for drug discovery, exemplifying the growing convergence between technology and pharma and medicine worldwide.
šThe Download
$1āÆB AI lab ā Nvidia and Eli Lilly will invest $1āÆbillion to build an AI drugādiscovery lab in the San Francisco Bay Area. Scheduled to open in 2026, it will run on Nvidiaās Vera Rubin chips and generate datasets to train models.
Accelerated discovery ā The lab will train generative models to design molecules, predict outcomes, and speed clinical trials. Combining Nvidiaās chips with Lillyās biology expertise could cut development times, bring therapies to patients faste,r and foster worldwide research collaborations.
Vera Rubin chips ā Nvidiaās Vera Rubin chip promises higher performance and lower energy use. Its adoption will let the lab run complex simulations and train AI models efficiently for drug discovery.
Techāpharma trend ā The partnership underscores a wider convergence of tech and pharma as companies apply AI to healthcare. Analysts say such collaborations could revolutionise drug development but raise dataāprivacy and regulatory concerns.
š”What This Means for You
This partnership shows AI is becoming integral to drug discovery and other complex domains. Expect crossāindustry alliances, deeper collaboration between data scientists and domain experts, and new career paths in biotech. Understanding how specialised chips and generative models accelerate research can offer competitive advantages across sectors for innovators.
IN AI TODAY - QUICK HITS
ā”Quick Hits (60āSecond News Sprint)
Short, sharp updates to keep your finger on the AI pulse.
Grokās Deepfake Scandal: UK Targets Elon Muskās X: UK regulator Ofcom launched an investigation into Elon Muskās X after its Grok chatbot created sexually explicit deepfakes. The government plans to criminalise supplying deepfake tools, and officials called the images disgusting. Survivors and politicians worldwide demand sanctions as regulators weigh heavy fines under the onlineāsafety law this month.
NVIDIAās AI Shopping Spree: Robots Take Over NRF: NVIDIA stole the show at NRF 2026 by touting agentic commerce and physical AI. It presented Big Ideas sessions on AIāpowered retail and teamed up with cloud and hardware partnersnvidia.com. Retailers were invited to see demos of generative shopping assistants, inventory robots, and resilient supply chains on the exhibit floor, too.
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