@anishmoonka
Anish Moonka
Anish Moonka135K
Anish Moonka
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@anishmoonkaWomens HealthParenting ScienceMental Health

Builder & storyteller. 1 Billion+ views 🌱 Her Affirmations: built for my wife, written by women, 120+ topics for the day you’re actually having. Free ↓

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@nestymee@toriluoo@lincolnliup2+ from @temple2+ affiliated with @sideshift_app2+ affiliated with @abstractchain2+ affiliated with @grok2+ from @stanford
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Last 7 days122 posts analyzed · replies not counted · updates weekly
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Anish Moonka@anishmoonka · Aug 19In 1988, roboticist Hans Moravec wrote that a computer could match an adult at checkers but not a one-year-old at seeing and moving. In 2025, Google's AI scored gold at the Math Olympiad. In 2026, Consumer Reports still says pick up the toys before you start your robot vacuum. Moravec blamed evolution. Seeing and moving had roughly a billion years of tuning, logic and math maybe 100,000 years, so the skills that feel effortless have the deepest wiring. A living room is the hard half of his problem, all at once: shoes, phone chargers, rug fringe, a dog bowl that moved overnight, sunlight shifting by the hour. The first Roomba shipped in 2002 for $199.95 with no camera and no map; it drove until it bumped into something, turned in a random direction, and iRobot went on to sell more than 50 million robots. The industry's big upgrade was a spinning laser on top, which Mehul describes in the launch video as knowing something is there, not whether it is a wire, a chair or a wall, from ant height. Cameras came next, wired to the cloud; in 2022 MIT Technology Review found photos from test units of a camera Roomba, one of a woman on the toilet, in a Facebook group, posted by workers paid to label them. People kept buying anyway: market researcher IDC counted 20.6 million robot vacuums shipped worldwide in 2024. Consumer Reports' survey of 136,000 vacuums bought since 2015 still lists hair wrapped around the brush as the top problem with robot models. iRobot filed for bankruptcy in December 2025 and handed itself to the company that builds its robots. Matic, from the thread below, started from the other end of Moravec's problem: seeing first. Navneet Dalal, whose 2005 paper on detecting people in images has over 50,000 citations, and Mehul Nariyawala, who ran Nest's security cameras at Google, started it in 2017 expecting a three-year project. It took nine years, 11 prototypes and roughly $35 million of their own money, about 70% of their net worth. Five cameras and an onboard NVIDIA chip build a 3D map of your home in 20 to 30 minutes, and no visual data leaves the house without your permission. Their software scored 95% in the lab and 60% in homes, so they shipped early and fixed it one angry return at a time. They squared off the body too, because homes are full of 90-degree corners. An expressive light ring got built and then deleted under his rule four, useful before cool. WIRED's Adrienne So gave it her only 10/10 in over a decade of reviewing. Since last week all 13,000 of them respond to voice and pointing in 75 languages: "Hey Matic, clean this." It costs $1,245 with a six-month return window. In the video Mehul offers any consumer robotics founder a $50,000 bet: whichever home robot is in most homes in ten years will steer by sight, the way this one does.MaticrobotsPaid partnership5.1K views
Anish Moonka@anishmoonka · May 6There's a weird bug in your nervous system. The part of your brain that keeps you at 98.6 degrees also runs your sleep cycles. During REM, when you dream, it switches off temperature control completely. For 90 minutes a night, you go functionally cold-blooded. Your bedroom is now in charge. Researchers at the University of Bologna and the University of Pennsylvania have shown this directly. Sweating, shivering, the hormones that normally warm you back up, all of these reflexes stop responding. The brain is no longer trying. Sleep doctors at the Cleveland Clinic say steady REM needs a room between 16 and 19 degrees Celsius. Drift outside that range and your body wakes itself up just enough to fix the problem. You don't remember the wake-ups. But they stack. In a 2020 study, Stanford researchers tracked over 4,000 adults for up to 20 years. Every 5% drop in REM sleep was linked to a 13% higher chance of dying from any cause. A 2025 review of 79 separate studies found people sleeping under 7 hours had a 14% higher chance of dying than the 7-to-8 hour group. REM is plumbing for how long you live. A second problem stacks on top. Even before REM hits, your brain reads your skin temperature to decide whether to drop you into the deepest stage of sleep. Get it wrong by a few degrees and your body stays in lighter sleep most of the night. Most home ACs measure the air in the room, kick on and off in cycles, and overshoot the target. Your bedroom thermostat was designed for daytime comfort. Sleep biology was an afterthought. This is the gap DreamSpan Lucid Pro is built around. The bed cover runs from 13 to 44 degrees Celsius and splits down the middle, so you and your partner can sleep at different temperatures. Sensors in the cover track your heart rate, your breathing, and the tiny variations in heart rhythm that indicate stress and recovery. You don't wear anything. Wearables were generation one. They measured your sleep but couldn't change it. This is generation two, adaptive tech that reads your body and adjusts the bed as you sleep. When the system catches you slipping into deep sleep, the bed cools further to hold you there. The bed also lifts your head when you snore. SpanOS, the bed's operating system, pulls in 300 plus health measurements and gives you one number called your span age, which estimates your biological age. Pre-orders are live in India, backed by Zerodha's investment arm Rainmatter. The bedroom is the one room in your house no one has redesigned around how the body works. We spend a third of our lives there. If you fix one health thing this year, the math says it should be the one your brain stops managing at 1 AM.DreamspanPaid partnership6.8K views
Anish Moonka@anishmoonka · Apr 3Your Shopify store runs out of a best-selling product at 2am. You don't find out until you check your phone in the morning. Six hours of lost sales because a human had to notice. Adaptive just launched something called Triggered Agents, and the pitch is simple: your AI watches your business and acts on its own when something happens. I tested it. You describe what you want the agent to do in a normal sentence, hook up your apps (Shopify, Gmail, Slack, whatever you use), and it runs in the background. When your inventory dips below a set threshold, the agent checks demand, finds a supplier, drafts the restock order, and messages you on Slack to request a single tap to approve. A customer's card is declined at 3am through Stripe (one of the biggest online payment processors). The agent pulls their history and retries the charge before you've even seen the alert. The market for AI agents hit $7.6 billion in 2025 and is growing at roughly 50% per year. But a late-2025 Zapier survey of 525 senior executives found that 38% still require a human to approve every AI action before it proceeds. Fine for some things. But if your inventory hits zero at 2am, the restock order sits untouched until someone wakes up and clicks "approve." Adaptive lets you choose which steps need your sign-off and which ones the agent handles alone. They've got the security certifications to back that up. Setup took me about ten minutes. I described a workflow in one sentence, connected my accounts in a few clicks, and had something working. I figured there'd be some complicated dashboard. There wasn't. A 2025 Boston Consulting Group report found that companies using AI agents in their operations saw workflow speeds increase by 20 to 30%. But the same report flagged that most platforms still have a gap between "looks great in a demo" and "actually works when you depend on it." Adaptive is betting that agents triggered by real events (a declined card, an empty shelf, a bounced email, a new support ticket) are more dependable than those waiting for a typed prompt. Your business already runs on these small moments. The agent just needs to be the one paying attention.AdaptivePaid partnership2.6K views
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