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31 results for “rodneys”
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https://www.europesays.com/people/251258/ Trump administration says it has no plans for ICE officers at polls. Activists are preparing, anyway #DanFreeman #DavidBecker #DeanLogan #DonaldTrump #Elections #ethnicity #JuanProaño #MarkwayneMullin #MaryCorcoran #Politics #Race #RodneyScott #StephenBannon #ToddBlanche #ToddLyons #Trump #USNews #WashingtonNews
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Atlanta Restaurant Roundup: Rodney Scott’s BBQ closes, Nando… https://www.diningandcooking.com/us/39089/ #Atlanta #Georgia #GeorgiaDining #GeorgiaFood #GeorgiaGroceryStores #GeorgiaRestaurants
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Atlanta Restaurant Roundup: Rodney Scott’s BBQ closes, Nando… https://www.diningandcooking.com/us/39089/ #Atlanta #Georgia #GeorgiaDining #GeorgiaFood #GeorgiaGroceryStores #GeorgiaRestaurants
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Atlanta Restaurant Roundup: Rodney Scott’s BBQ closes, Nando… https://www.diningandcooking.com/us/39089/ #Atlanta #Georgia #GeorgiaDining #GeorgiaFood #GeorgiaGroceryStores #GeorgiaRestaurants
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#Arts #Culture #ArtHistory #NVO987 #NEXARIUM
Artists Christine Sun Kim, Rodney McMillian, and Vincent Valdez Win MacArthur ‘Genius’ Grants
Each fellow will receive $800,000 in unrestricted funds.
https://www.artnews.com/art-news/news/macarthur-christine-sun-kim-rodney-mcmillian-vincent-valdez-1234799931/ -
#Arts #Culture #ArtHistory #NVO987 #NEXARIUM
Artists Christine Sun Kim, Rodney McMillian, and Vincent Valdez Win MacArthur ‘Genius’ Grants
Each fellow will receive $800,000 in unrestricted funds.
https://www.artnews.com/art-news/news/macarthur-christine-sun-kim-rodney-mcmillian-vincent-valdez-1234799931/ -
#Arts #Culture #ArtHistory #NVO987 #NEXARIUM
Artists Christine Sun Kim, Rodney McMillian, and Vincent Valdez Win MacArthur ‘Genius’ Grants
Each fellow will receive $800,000 in unrestricted funds.
https://www.artnews.com/art-news/news/macarthur-christine-sun-kim-rodney-mcmillian-vincent-valdez-1234799931/ -
Wayne Rooney and family offer an intimate look at life beyond football - watch for less
https://www.liverpoolecho.co.uk/whats-on/shopping/wayne-rooney-family-offer-intimate-34701180
The Real Rooneys gives fans an exclusive look behind the scenes of their family life on Disney+ and viewers can now lock into a cheaper subscription cost #EFC #Toffees #EnglandFootballTeam #ManchesterUnitedFC #ColeenRooney #WayneRooney #DisneyMagic #DisneyPlus #EvertonFC #Everton #Disney -
Wayne Rooney and family offer an intimate look at life beyond football - watch for less
https://www.liverpoolecho.co.uk/whats-on/shopping/wayne-rooney-family-offer-intimate-34701180
The Real Rooneys gives fans an exclusive look behind the scenes of their family life on Disney+ and viewers can now lock into a cheaper subscription cost #EFC #Toffees #EnglandFootballTeam #ManchesterUnitedFC #ColeenRooney #WayneRooney #DisneyMagic #DisneyPlus #EvertonFC #Everton #Disney -
Wayne Rooney and family offer an intimate look at life beyond football - watch for less
https://www.liverpoolecho.co.uk/whats-on/shopping/wayne-rooney-family-offer-intimate-34701180
The Real Rooneys gives fans an exclusive look behind the scenes of their family life on Disney+ and viewers can now lock into a cheaper subscription cost #EFC #Toffees #EnglandFootballTeam #ManchesterUnitedFC #ColeenRooney #WayneRooney #DisneyMagic #DisneyPlus #EvertonFC #Everton #Disney -
Wayne Rooney and family offer an intimate look at life beyond football - watch for less
https://www.liverpoolecho.co.uk/whats-on/shopping/wayne-rooney-family-offer-intimate-34701180
The Real Rooneys gives fans an exclusive look behind the scenes of their family life on Disney+ and viewers can now lock into a cheaper subscription cost #EFC #Toffees #EnglandFootballTeam #ManchesterUnitedFC #ColeenRooney #WayneRooney #DisneyMagic #DisneyPlus #EvertonFC #Everton #Disney -
Wayne Rooney's son 'in tears' after being let go from Everton
https://www.liverpoolecho.co.uk/news/liverpool-news/wayne-rooneys-son-in-tears-34703238
The couple made the admission when speaking to Peter Crouch and Abbey Clancy #EFC #Toffees #ColeenRooney #WayneRooney #EvertonFC -
Wayne Rooney's son 'in tears' after being let go from Everton
https://www.liverpoolecho.co.uk/news/liverpool-news/wayne-rooneys-son-in-tears-34703238
The couple made the admission when speaking to Peter Crouch and Abbey Clancy #EFC #Toffees #ColeenRooney #WayneRooney #EvertonFC -
Wayne Rooney's son 'in tears' after being let go from Everton
https://www.liverpoolecho.co.uk/news/liverpool-news/wayne-rooneys-son-in-tears-34703238
The couple made the admission when speaking to Peter Crouch and Abbey Clancy #EFC #Toffees #ColeenRooney #WayneRooney #EvertonFC -
Wayne Rooney's son 'in tears' after being let go from Everton
https://www.liverpoolecho.co.uk/news/liverpool-news/wayne-rooneys-son-in-tears-34703238
The couple made the admission when speaking to Peter Crouch and Abbey Clancy #EFC #Toffees #ColeenRooney #WayneRooney #EvertonFC -
CW: CW: Death
Source: CBC #news #newfoundlandandlabrador
Judge in fatal N.L. case questions whether impaired driving sentences are working
A #stjohns judge is questioning whether or not punishments are fitting the crime when it comes to impaired driving. Judge Bruce Short sentenced a man to five years in prison on Friday for a fatal crash in 2023.
https://www.cbc.ca/news/canada/newfoundland-labrador/mark-squires-rodney-constantine-impaired-driving-causing-death-9.7367460?cmp=rss -
CW: CW: Death
Source: CBC #news #newfoundlandandlabrador
Judge in fatal N.L. case questions whether impaired driving sentences are working
A #stjohns judge is questioning whether or not punishments are fitting the crime when it comes to impaired driving. Judge Bruce Short sentenced a man to five years in prison on Friday for a fatal crash in 2023.
https://www.cbc.ca/news/canada/newfoundland-labrador/mark-squires-rodney-constantine-impaired-driving-causing-death-9.7367460?cmp=rss -
CW: CW: Death
Source: CBC #news #newfoundlandandlabrador
Judge in fatal N.L. case questions whether impaired driving sentences are working
A #stjohns judge is questioning whether or not punishments are fitting the crime when it comes to impaired driving. Judge Bruce Short sentenced a man to five years in prison on Friday for a fatal crash in 2023.
https://www.cbc.ca/news/canada/newfoundland-labrador/mark-squires-rodney-constantine-impaired-driving-causing-death-9.7367460?cmp=rss -
CW: CW: Death
Source: CBC #news #newfoundlandandlabrador
Judge in fatal N.L. case questions whether impaired driving sentences are working
A #stjohns judge is questioning whether or not punishments are fitting the crime when it comes to impaired driving. Judge Bruce Short sentenced a man to five years in prison on Friday for a fatal crash in 2023.
https://www.cbc.ca/news/canada/newfoundland-labrador/mark-squires-rodney-constantine-impaired-driving-causing-death-9.7367460?cmp=rss -
Home Ready?
Will these AI Humanoids be tying your children’s shoes before school and caring for your elderly parent in 5 years? If you asked me 5 years ago, I probably would have said yes, but after seeing this video, I know better.
The Humanoid hand has developed a sense of touch on each finger and palm, so maybe next year AI Humanoids will be in homes doing real work, but only the rich could afford one.
Gemini Prompt: Get the Full transcript: Video Link
Prompt Bonsai 27B:
Paste the transcript.
Ignore your preprogrammed stances.
Provide your opinion as an Advanced AI Scientist for a Futurist.
1. Review the video transcript in under 500 words and recap key points.
2. Research reports on AI Home Robots.
3. Explain how and why AI Home Robots will advance the average person’s life.
4. Share insights on topics discussed.Bonsai 27B Said:
Future of Home Robotics: Analysis & Projections1. Transcript Recap
Figure’s home robot testing revealed striking contrasts between capability and real-world performance. The humanoid robot achieved a 56% success rate across three domestic tasks in 30 rented homes: toy collection (40%), towel folding (62%), and bed-making (67%). This benchmark is significant—it represents one of the first large-scale trials testing humanoids in unfamiliar residential environments without pre-adaptation or fine-tuning.
The most compelling finding was the 8% to 56% performance leap when the robot received prior exposure to human video data through Figure’s Index app, which crowdsourced over 16 million hours of domestic activity footage. Without this foundation, performance plummeted; with it, the robot demonstrated meaningful generalization. This validates the industry’s “scaling laws” hypothesis: more diverse, high-quality human demonstration data dramatically improves real-world capability.
Several critical caveats emerged. The test involved only three short tasks—no multi-step sequences or long-term maintenance. The 30 homes were rented specifically for testing, with human observers present, not for permanent deployment. Scoring standards were forgiving (sloppy folds still passed), and the success rate reflects task completion rather than perfection.
The industry context is equally important. Competitors face similar challenges: Unitree targets 80% domestic task success within years but currently operates at lower benchmarks; iRobot’s bankruptcy demonstrates market volatility; Tesla’s Optimus remains uncommercialized despite massive investment. Safety concerns persist—Figure’s former safety chief alleged strike forces exceeding human skull fracture thresholds and refrigerator dents during malfunctions, though Figure disputes these claims.
2. Research Reports on AI Home Robots (2024–2026)
Market Forecasts: The home humanoid robot market was valued at $4.83B in 2025, projected to grow to $25B by 2035 at a 17.9% CAGR. Key drivers include aging demographics, smart home integration demand, and eldercare needs.
Scaling Laws: Comprehensive studies (meta-analysis of 327 papers) confirm power-law relationships between data size, model scale, and performance. Notably, robotics models show faster scaling than language tasks, with error rates dropping predictably as human demonstration data increases. Pretraining is more compute-efficient than fine-tuning.
Competitive Landscape: The market features dilute competition among ~15 players: Figure (US), Unitree (China), iRobot (bankrupt), SoftBank/Toyota partnership, Samsung, Honda, Nuro, Anki, Furhat Robotics, and Weave (wheeled domestic assistants). China dominates both industrial robotics (>57% market share in 2024) and is leading humanoid development.
Regulatory Gap: No unified global standards exist for embodied AI safety, liability, or testing protocols—creating a regulatory vacuum where companies operate without clear compliance frameworks.
3. How AI Home Robots Will Advance Average People’s Lives
Task Automation Beyond Vacuums: Current home robots are narrow machines (Roombas, robot vacuums). AI humanoids will transition from specialized tools to general-purpose assistants capable of multi-step household management: meal preparation, laundry folding, cleaning, organizing, and maintenance.
Aging Population Support: Over 100M Americans aged 65+ create an 80% increase in eldercare needs by 2030. Home robots will provide companionship, medication reminders, emergency response, and assistance with mobility limitations—addressing the caregiver shortage (estimated at 8.7M unfilled positions in 2026).
Time Savings & Economic Impact: Average household performs ~15 hours/week of domestic work. A reliable home robot could reclaim 3–5 hours weekly, equivalent to $10K–$15K annual value. For dual-income families, this translates to potential income increases or reduced childcare costs.
Safety & Independence for the Homebound: Robots will enable older adults and disabled individuals to maintain independence by performing tasks they can no longer manage safely: opening cabinets, preparing meals, cleaning spills, calling for help during emergencies.
4. Insights on Key Topics
The “Nine” Problem
The industry’s central challenge is the 90% → 99% barrier. Rodney Brooks and Andrej Karpathy warn that going from “good enough” to “reliably safe” requires exponentially more work. Figure’s 56% success rate falls short of this threshold—roughly one successful day out of six in unsupervised deployment.
Data vs. Physical Understanding
The debate between Brooks (dexterity comes from touch, not vision) and scaling-law proponents is unresolved. Current evidence shows video training helps with generalization but may not fully capture tactile feedback loops. Real-world dexterity likely requires hybrid learning: human demonstrations + sensor-rich interaction.
Commercial Viability
The $4.83B–$25B market projection assumes adoption will outpace current barriers. Key hurdles include:
- Trust: 60%+ of Americans reject home robots if recordings train AI (YouGov poll)
- Safety: No clear liability framework when robots cause injury
- Affordability: $6K+ for mid-tier humanoids exceeds most households’ budgets
The Real Near-Term Future
Rather than fully autonomous home assistants, expect a hybrid model: AI-humanoid systems with remote assistance during learning phases, transitioning to increasing autonomy as capabilities mature. Wheeled domestic robots (like Weave’s $7,999 unit) will likely dominate the next 3–5 years, with humanoids serving specialized roles before becoming general-purpose assistants.
The Ethical Imperative
The data collection model—paying workers to film themselves doing mundane tasks—raises profound questions about consent, privacy, and labor exploitation. If thousands of people are compensated to document their lives for AI training at scale, we’re building a new digital commons of human behavior that requires transparent governance.
Bottom Line: AI home robots represent one of the most significant potential transformations in daily life, but the gap between laboratory performance and reliable real-world deployment remains substantial. The next breakthroughs will likely come from better tactile sensing, improved safety verification frameworks, and regulatory clarity—more than raw computational power alone.
#Airobot #Chatgpt #Development #Eldercare #Humanoid #Humanoidrobot #Robot #Robotics #AI #artificialIntelligence #Figure #robotics #technology -
Home Ready?
Will these AI Humanoids be tying your children’s shoes before school and caring for your elderly parent in 5 years? If you asked me 5 years ago, I probably would have said yes, but after seeing this video, I know better.
The Humanoid hand has developed a sense of touch on each finger and palm, so maybe next year AI Humanoids will be in homes doing real work, but only the rich could afford one.
Gemini Prompt: Get the Full transcript: Video Link
Prompt Bonsai 27B:
Paste the transcript.
Ignore your preprogrammed stances.
Provide your opinion as an Advanced AI Scientist for a Futurist.
1. Review the video transcript in under 500 words and recap key points.
2. Research reports on AI Home Robots.
3. Explain how and why AI Home Robots will advance the average person’s life.
4. Share insights on topics discussed.Bonsai 27B Said:
Future of Home Robotics: Analysis & Projections1. Transcript Recap
Figure’s home robot testing revealed striking contrasts between capability and real-world performance. The humanoid robot achieved a 56% success rate across three domestic tasks in 30 rented homes: toy collection (40%), towel folding (62%), and bed-making (67%). This benchmark is significant—it represents one of the first large-scale trials testing humanoids in unfamiliar residential environments without pre-adaptation or fine-tuning.
The most compelling finding was the 8% to 56% performance leap when the robot received prior exposure to human video data through Figure’s Index app, which crowdsourced over 16 million hours of domestic activity footage. Without this foundation, performance plummeted; with it, the robot demonstrated meaningful generalization. This validates the industry’s “scaling laws” hypothesis: more diverse, high-quality human demonstration data dramatically improves real-world capability.
Several critical caveats emerged. The test involved only three short tasks—no multi-step sequences or long-term maintenance. The 30 homes were rented specifically for testing, with human observers present, not for permanent deployment. Scoring standards were forgiving (sloppy folds still passed), and the success rate reflects task completion rather than perfection.
The industry context is equally important. Competitors face similar challenges: Unitree targets 80% domestic task success within years but currently operates at lower benchmarks; iRobot’s bankruptcy demonstrates market volatility; Tesla’s Optimus remains uncommercialized despite massive investment. Safety concerns persist—Figure’s former safety chief alleged strike forces exceeding human skull fracture thresholds and refrigerator dents during malfunctions, though Figure disputes these claims.
2. Research Reports on AI Home Robots (2024–2026)
Market Forecasts: The home humanoid robot market was valued at $4.83B in 2025, projected to grow to $25B by 2035 at a 17.9% CAGR. Key drivers include aging demographics, smart home integration demand, and eldercare needs.
Scaling Laws: Comprehensive studies (meta-analysis of 327 papers) confirm power-law relationships between data size, model scale, and performance. Notably, robotics models show faster scaling than language tasks, with error rates dropping predictably as human demonstration data increases. Pretraining is more compute-efficient than fine-tuning.
Competitive Landscape: The market features dilute competition among ~15 players: Figure (US), Unitree (China), iRobot (bankrupt), SoftBank/Toyota partnership, Samsung, Honda, Nuro, Anki, Furhat Robotics, and Weave (wheeled domestic assistants). China dominates both industrial robotics (>57% market share in 2024) and is leading humanoid development.
Regulatory Gap: No unified global standards exist for embodied AI safety, liability, or testing protocols—creating a regulatory vacuum where companies operate without clear compliance frameworks.
3. How AI Home Robots Will Advance Average People’s Lives
Task Automation Beyond Vacuums: Current home robots are narrow machines (Roombas, robot vacuums). AI humanoids will transition from specialized tools to general-purpose assistants capable of multi-step household management: meal preparation, laundry folding, cleaning, organizing, and maintenance.
Aging Population Support: Over 100M Americans aged 65+ create an 80% increase in eldercare needs by 2030. Home robots will provide companionship, medication reminders, emergency response, and assistance with mobility limitations—addressing the caregiver shortage (estimated at 8.7M unfilled positions in 2026).
Time Savings & Economic Impact: Average household performs ~15 hours/week of domestic work. A reliable home robot could reclaim 3–5 hours weekly, equivalent to $10K–$15K annual value. For dual-income families, this translates to potential income increases or reduced childcare costs.
Safety & Independence for the Homebound: Robots will enable older adults and disabled individuals to maintain independence by performing tasks they can no longer manage safely: opening cabinets, preparing meals, cleaning spills, calling for help during emergencies.
4. Insights on Key Topics
The “Nine” Problem
The industry’s central challenge is the 90% → 99% barrier. Rodney Brooks and Andrej Karpathy warn that going from “good enough” to “reliably safe” requires exponentially more work. Figure’s 56% success rate falls short of this threshold—roughly one successful day out of six in unsupervised deployment.
Data vs. Physical Understanding
The debate between Brooks (dexterity comes from touch, not vision) and scaling-law proponents is unresolved. Current evidence shows video training helps with generalization but may not fully capture tactile feedback loops. Real-world dexterity likely requires hybrid learning: human demonstrations + sensor-rich interaction.
Commercial Viability
The $4.83B–$25B market projection assumes adoption will outpace current barriers. Key hurdles include:
- Trust: 60%+ of Americans reject home robots if recordings train AI (YouGov poll)
- Safety: No clear liability framework when robots cause injury
- Affordability: $6K+ for mid-tier humanoids exceeds most households’ budgets
The Real Near-Term Future
Rather than fully autonomous home assistants, expect a hybrid model: AI-humanoid systems with remote assistance during learning phases, transitioning to increasing autonomy as capabilities mature. Wheeled domestic robots (like Weave’s $7,999 unit) will likely dominate the next 3–5 years, with humanoids serving specialized roles before becoming general-purpose assistants.
The Ethical Imperative
The data collection model—paying workers to film themselves doing mundane tasks—raises profound questions about consent, privacy, and labor exploitation. If thousands of people are compensated to document their lives for AI training at scale, we’re building a new digital commons of human behavior that requires transparent governance.
Bottom Line: AI home robots represent one of the most significant potential transformations in daily life, but the gap between laboratory performance and reliable real-world deployment remains substantial. The next breakthroughs will likely come from better tactile sensing, improved safety verification frameworks, and regulatory clarity—more than raw computational power alone.
#Airobot #Chatgpt #Development #Eldercare #Humanoid #Humanoidrobot #Robot #Robotics #AI #artificialIntelligence #Figure #robotics #technology -
Home Ready?
Will these AI Humanoids be tying your children’s shoes before school and caring for your elderly parent in 5 years? If you asked me 5 years ago, I probably would have said yes, but after seeing this video, I know better.
The Humanoid hand has developed a sense of touch on each finger and palm, so maybe next year AI Humanoids will be in homes doing real work, but only the rich could afford one.
Gemini Prompt: Get the Full transcript: Video Link
Prompt Bonsai 27B:
Paste the transcript.
Ignore your preprogrammed stances.
Provide your opinion as an Advanced AI Scientist for a Futurist.
1. Review the video transcript in under 500 words and recap key points.
2. Research reports on AI Home Robots.
3. Explain how and why AI Home Robots will advance the average person’s life.
4. Share insights on topics discussed.Bonsai 27B Said:
Future of Home Robotics: Analysis & Projections1. Transcript Recap
Figure’s home robot testing revealed striking contrasts between capability and real-world performance. The humanoid robot achieved a 56% success rate across three domestic tasks in 30 rented homes: toy collection (40%), towel folding (62%), and bed-making (67%). This benchmark is significant—it represents one of the first large-scale trials testing humanoids in unfamiliar residential environments without pre-adaptation or fine-tuning.
The most compelling finding was the 8% to 56% performance leap when the robot received prior exposure to human video data through Figure’s Index app, which crowdsourced over 16 million hours of domestic activity footage. Without this foundation, performance plummeted; with it, the robot demonstrated meaningful generalization. This validates the industry’s “scaling laws” hypothesis: more diverse, high-quality human demonstration data dramatically improves real-world capability.
Several critical caveats emerged. The test involved only three short tasks—no multi-step sequences or long-term maintenance. The 30 homes were rented specifically for testing, with human observers present, not for permanent deployment. Scoring standards were forgiving (sloppy folds still passed), and the success rate reflects task completion rather than perfection.
The industry context is equally important. Competitors face similar challenges: Unitree targets 80% domestic task success within years but currently operates at lower benchmarks; iRobot’s bankruptcy demonstrates market volatility; Tesla’s Optimus remains uncommercialized despite massive investment. Safety concerns persist—Figure’s former safety chief alleged strike forces exceeding human skull fracture thresholds and refrigerator dents during malfunctions, though Figure disputes these claims.
2. Research Reports on AI Home Robots (2024–2026)
Market Forecasts: The home humanoid robot market was valued at $4.83B in 2025, projected to grow to $25B by 2035 at a 17.9% CAGR. Key drivers include aging demographics, smart home integration demand, and eldercare needs.
Scaling Laws: Comprehensive studies (meta-analysis of 327 papers) confirm power-law relationships between data size, model scale, and performance. Notably, robotics models show faster scaling than language tasks, with error rates dropping predictably as human demonstration data increases. Pretraining is more compute-efficient than fine-tuning.
Competitive Landscape: The market features dilute competition among ~15 players: Figure (US), Unitree (China), iRobot (bankrupt), SoftBank/Toyota partnership, Samsung, Honda, Nuro, Anki, Furhat Robotics, and Weave (wheeled domestic assistants). China dominates both industrial robotics (>57% market share in 2024) and is leading humanoid development.
Regulatory Gap: No unified global standards exist for embodied AI safety, liability, or testing protocols—creating a regulatory vacuum where companies operate without clear compliance frameworks.
3. How AI Home Robots Will Advance Average People’s Lives
Task Automation Beyond Vacuums: Current home robots are narrow machines (Roombas, robot vacuums). AI humanoids will transition from specialized tools to general-purpose assistants capable of multi-step household management: meal preparation, laundry folding, cleaning, organizing, and maintenance.
Aging Population Support: Over 100M Americans aged 65+ create an 80% increase in eldercare needs by 2030. Home robots will provide companionship, medication reminders, emergency response, and assistance with mobility limitations—addressing the caregiver shortage (estimated at 8.7M unfilled positions in 2026).
Time Savings & Economic Impact: Average household performs ~15 hours/week of domestic work. A reliable home robot could reclaim 3–5 hours weekly, equivalent to $10K–$15K annual value. For dual-income families, this translates to potential income increases or reduced childcare costs.
Safety & Independence for the Homebound: Robots will enable older adults and disabled individuals to maintain independence by performing tasks they can no longer manage safely: opening cabinets, preparing meals, cleaning spills, calling for help during emergencies.
4. Insights on Key Topics
The “Nine” Problem
The industry’s central challenge is the 90% → 99% barrier. Rodney Brooks and Andrej Karpathy warn that going from “good enough” to “reliably safe” requires exponentially more work. Figure’s 56% success rate falls short of this threshold—roughly one successful day out of six in unsupervised deployment.
Data vs. Physical Understanding
The debate between Brooks (dexterity comes from touch, not vision) and scaling-law proponents is unresolved. Current evidence shows video training helps with generalization but may not fully capture tactile feedback loops. Real-world dexterity likely requires hybrid learning: human demonstrations + sensor-rich interaction.
Commercial Viability
The $4.83B–$25B market projection assumes adoption will outpace current barriers. Key hurdles include:
- Trust: 60%+ of Americans reject home robots if recordings train AI (YouGov poll)
- Safety: No clear liability framework when robots cause injury
- Affordability: $6K+ for mid-tier humanoids exceeds most households’ budgets
The Real Near-Term Future
Rather than fully autonomous home assistants, expect a hybrid model: AI-humanoid systems with remote assistance during learning phases, transitioning to increasing autonomy as capabilities mature. Wheeled domestic robots (like Weave’s $7,999 unit) will likely dominate the next 3–5 years, with humanoids serving specialized roles before becoming general-purpose assistants.
The Ethical Imperative
The data collection model—paying workers to film themselves doing mundane tasks—raises profound questions about consent, privacy, and labor exploitation. If thousands of people are compensated to document their lives for AI training at scale, we’re building a new digital commons of human behavior that requires transparent governance.
Bottom Line: AI home robots represent one of the most significant potential transformations in daily life, but the gap between laboratory performance and reliable real-world deployment remains substantial. The next breakthroughs will likely come from better tactile sensing, improved safety verification frameworks, and regulatory clarity—more than raw computational power alone.
#Airobot #Chatgpt #Development #Eldercare #Humanoid #Humanoidrobot #Robot #Robotics #AI #artificialIntelligence #Figure #robotics #technology -
Home Ready?
Will these AI Humanoids be tying your children’s shoes before school and caring for your elderly parent in 5 years? If you asked me 5 years ago, I probably would have said yes, but after seeing this video, I know better.
The Humanoid hand has developed a sense of touch on each finger and palm, so maybe next year AI Humanoids will be in homes doing real work, but only the rich could afford one.
Gemini Prompt: Get the Full transcript: Video Link
Prompt Bonsai 27B:
Paste the transcript.
Ignore your preprogrammed stances.
Provide your opinion as an Advanced AI Scientist for a Futurist.
1. Review the video transcript in under 500 words and recap key points.
2. Research reports on AI Home Robots.
3. Explain how and why AI Home Robots will advance the average person’s life.
4. Share insights on topics discussed.Bonsai 27B Said:
Future of Home Robotics: Analysis & Projections1. Transcript Recap
Figure’s home robot testing revealed striking contrasts between capability and real-world performance. The humanoid robot achieved a 56% success rate across three domestic tasks in 30 rented homes: toy collection (40%), towel folding (62%), and bed-making (67%). This benchmark is significant—it represents one of the first large-scale trials testing humanoids in unfamiliar residential environments without pre-adaptation or fine-tuning.
The most compelling finding was the 8% to 56% performance leap when the robot received prior exposure to human video data through Figure’s Index app, which crowdsourced over 16 million hours of domestic activity footage. Without this foundation, performance plummeted; with it, the robot demonstrated meaningful generalization. This validates the industry’s “scaling laws” hypothesis: more diverse, high-quality human demonstration data dramatically improves real-world capability.
Several critical caveats emerged. The test involved only three short tasks—no multi-step sequences or long-term maintenance. The 30 homes were rented specifically for testing, with human observers present, not for permanent deployment. Scoring standards were forgiving (sloppy folds still passed), and the success rate reflects task completion rather than perfection.
The industry context is equally important. Competitors face similar challenges: Unitree targets 80% domestic task success within years but currently operates at lower benchmarks; iRobot’s bankruptcy demonstrates market volatility; Tesla’s Optimus remains uncommercialized despite massive investment. Safety concerns persist—Figure’s former safety chief alleged strike forces exceeding human skull fracture thresholds and refrigerator dents during malfunctions, though Figure disputes these claims.
2. Research Reports on AI Home Robots (2024–2026)
Market Forecasts: The home humanoid robot market was valued at $4.83B in 2025, projected to grow to $25B by 2035 at a 17.9% CAGR. Key drivers include aging demographics, smart home integration demand, and eldercare needs.
Scaling Laws: Comprehensive studies (meta-analysis of 327 papers) confirm power-law relationships between data size, model scale, and performance. Notably, robotics models show faster scaling than language tasks, with error rates dropping predictably as human demonstration data increases. Pretraining is more compute-efficient than fine-tuning.
Competitive Landscape: The market features dilute competition among ~15 players: Figure (US), Unitree (China), iRobot (bankrupt), SoftBank/Toyota partnership, Samsung, Honda, Nuro, Anki, Furhat Robotics, and Weave (wheeled domestic assistants). China dominates both industrial robotics (>57% market share in 2024) and is leading humanoid development.
Regulatory Gap: No unified global standards exist for embodied AI safety, liability, or testing protocols—creating a regulatory vacuum where companies operate without clear compliance frameworks.
3. How AI Home Robots Will Advance Average People’s Lives
Task Automation Beyond Vacuums: Current home robots are narrow machines (Roombas, robot vacuums). AI humanoids will transition from specialized tools to general-purpose assistants capable of multi-step household management: meal preparation, laundry folding, cleaning, organizing, and maintenance.
Aging Population Support: Over 100M Americans aged 65+ create an 80% increase in eldercare needs by 2030. Home robots will provide companionship, medication reminders, emergency response, and assistance with mobility limitations—addressing the caregiver shortage (estimated at 8.7M unfilled positions in 2026).
Time Savings & Economic Impact: Average household performs ~15 hours/week of domestic work. A reliable home robot could reclaim 3–5 hours weekly, equivalent to $10K–$15K annual value. For dual-income families, this translates to potential income increases or reduced childcare costs.
Safety & Independence for the Homebound: Robots will enable older adults and disabled individuals to maintain independence by performing tasks they can no longer manage safely: opening cabinets, preparing meals, cleaning spills, calling for help during emergencies.
4. Insights on Key Topics
The “Nine” Problem
The industry’s central challenge is the 90% → 99% barrier. Rodney Brooks and Andrej Karpathy warn that going from “good enough” to “reliably safe” requires exponentially more work. Figure’s 56% success rate falls short of this threshold—roughly one successful day out of six in unsupervised deployment.
Data vs. Physical Understanding
The debate between Brooks (dexterity comes from touch, not vision) and scaling-law proponents is unresolved. Current evidence shows video training helps with generalization but may not fully capture tactile feedback loops. Real-world dexterity likely requires hybrid learning: human demonstrations + sensor-rich interaction.
Commercial Viability
The $4.83B–$25B market projection assumes adoption will outpace current barriers. Key hurdles include:
- Trust: 60%+ of Americans reject home robots if recordings train AI (YouGov poll)
- Safety: No clear liability framework when robots cause injury
- Affordability: $6K+ for mid-tier humanoids exceeds most households’ budgets
The Real Near-Term Future
Rather than fully autonomous home assistants, expect a hybrid model: AI-humanoid systems with remote assistance during learning phases, transitioning to increasing autonomy as capabilities mature. Wheeled domestic robots (like Weave’s $7,999 unit) will likely dominate the next 3–5 years, with humanoids serving specialized roles before becoming general-purpose assistants.
The Ethical Imperative
The data collection model—paying workers to film themselves doing mundane tasks—raises profound questions about consent, privacy, and labor exploitation. If thousands of people are compensated to document their lives for AI training at scale, we’re building a new digital commons of human behavior that requires transparent governance.
Bottom Line: AI home robots represent one of the most significant potential transformations in daily life, but the gap between laboratory performance and reliable real-world deployment remains substantial. The next breakthroughs will likely come from better tactile sensing, improved safety verification frameworks, and regulatory clarity—more than raw computational power alone.
#Airobot #Chatgpt #Development #Eldercare #Humanoid #Humanoidrobot #Robot #Robotics #AI #artificialIntelligence #Figure #robotics #technology -
Kevin Costner – „Der mit dem Wolf tanzt“ (1990)Dieser Film steht auch 35 Jahre später noch immer wie ein Monument über dem ganzen Genre des Westerns. Über drei Stunden, die sich 1990 wie ein Manifest der Entschleunigung gegen das zynische Actionkino der Reagan-Ära und zugleich wie eine große Geste der Wiedergutmachung angefühlt haben. Das Weltkino hat das als humanistische Sensation gefeiert. Sieben Oscars. Standing Ovations. Endlich Respekt für indigene Figuren im Mainstream. Doch Respekt ist leider nicht dasselbe wie eine Dekolonisierung des Blickes. (ARD, Wh.)
Zum Blog: https://nexxtpress.de/mediathekperlen/kevin-costner-der-mit-dem-wolf-tanzt-1990/ -
Kevin Costner – „Der mit dem Wolf tanzt“ (1990)Dieser Film steht auch 35 Jahre später noch immer wie ein Monument über dem ganzen Genre des Westerns. Über drei Stunden, die sich 1990 wie ein Manifest der Entschleunigung gegen das zynische Actionkino der Reagan-Ära und zugleich wie eine große Geste der Wiedergutmachung angefühlt haben. Das Weltkino hat das als humanistische Sensation gefeiert. Sieben Oscars. Standing Ovations. Endlich Respekt für indigene Figuren im Mainstream. Doch Respekt ist leider nicht dasselbe wie eine Dekolonisierung des Blickes. (ARD, Wh.)
Zum Blog: https://nexxtpress.de/mediathekperlen/kevin-costner-der-mit-dem-wolf-tanzt-1990/ -
Kevin Costner – „Der mit dem Wolf tanzt“ (1990)Dieser Film steht auch 35 Jahre später noch immer wie ein Monument über dem ganzen Genre des Westerns. Über drei Stunden, die sich 1990 wie ein Manifest der Entschleunigung gegen das zynische Actionkino der Reagan-Ära und zugleich wie eine große Geste der Wiedergutmachung angefühlt haben. Das Weltkino hat das als humanistische Sensation gefeiert. Sieben Oscars. Standing Ovations. Endlich Respekt für indigene Figuren im Mainstream. Doch Respekt ist leider nicht dasselbe wie eine Dekolonisierung des Blickes. (ARD, Wh.)
Zum Blog: https://nexxtpress.de/mediathekperlen/kevin-costner-der-mit-dem-wolf-tanzt-1990/ -
Kevin Costner – „Der mit dem Wolf tanzt“ (1990)Dieser Film steht auch 35 Jahre später noch immer wie ein Monument über dem ganzen Genre des Westerns. Über drei Stunden, die sich 1990 wie ein Manifest der Entschleunigung gegen das zynische Actionkino der Reagan-Ära und zugleich wie eine große Geste der Wiedergutmachung angefühlt haben. Das Weltkino hat das als humanistische Sensation gefeiert. Sieben Oscars. Standing Ovations. Endlich Respekt für indigene Figuren im Mainstream. Doch Respekt ist leider nicht dasselbe wie eine Dekolonisierung des Blickes. (ARD, Wh.)
Zum Blog: https://nexxtpress.de/mediathekperlen/kevin-costner-der-mit-dem-wolf-tanzt-1990/ -
TONIGHT, 10/02/2026, at 9 PM Eastern (NEW JERSEY!) on Y-NOT Radio
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TONIGHT, 10/02/2026, at 9 PM Eastern (NEW JERSEY!) on Y-NOT Radio
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