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robotics

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๐Ÿ’ฅ HUGGING FACE DEMAND SURGES WITH $AI HARDWARE BLOWING OUT 6-MONTH LEAD TIMES! ๐Ÿš€ Open-source robotics just hit a massive inflection point. Hugging Face's Microduck robot devoured over $2.6M in pre-orders within 24 hours at $399 a pop, pushing delivery lead times out to six months as supply chains scramble to keep pace. ๐Ÿ“Š This explosive hardware blowout instantly drove its primary controller chip supplier to a daily limit-up surge, signaling massive institutional capital rotation into physical compute ecosystems. ๐Ÿ’ก When real-world adoption hits a vertical ramp like this, smart money immediately positions ahead of the broader intelligence narrative. ๐ŸŒŠ As autonomous robotics transition from theoretical whitepapers into high-velocity sales, capital is hunting for the next breakout wave. ๐Ÿ’ฌ Will physical AI integration trigger the next exponential sector expansion? ๐Ÿ‘‡ โš ๏ธ Not financial advice. Always manage your risk. ๐Ÿ›ก๏ธ ๐Ÿท๏ธ #AI #Robotics #AINarrative #CryptoTrends ๐Ÿ”ฅ โšก
๐Ÿ’ฅ HUGGING FACE DEMAND SURGES WITH $AI HARDWARE BLOWING OUT 6-MONTH LEAD TIMES! ๐Ÿš€

Open-source robotics just hit a massive inflection point. Hugging Face's Microduck robot devoured over $2.6M in pre-orders within 24 hours at $399 a pop, pushing delivery lead times out to six months as supply chains scramble to keep pace. ๐Ÿ“Š

This explosive hardware blowout instantly drove its primary controller chip supplier to a daily limit-up surge, signaling massive institutional capital rotation into physical compute ecosystems. ๐Ÿ’ก When real-world adoption hits a vertical ramp like this, smart money immediately positions ahead of the broader intelligence narrative. ๐ŸŒŠ

As autonomous robotics transition from theoretical whitepapers into high-velocity sales, capital is hunting for the next breakout wave. ๐Ÿ’ฌ Will physical AI integration trigger the next exponential sector expansion? ๐Ÿ‘‡

โš ๏ธ Not financial advice. Always manage your risk. ๐Ÿ›ก๏ธ

๐Ÿท๏ธ #AI #Robotics #AINarrative #CryptoTrends

๐Ÿ”ฅ โšก
Axis @axisrobotics ๅ…„ๅผŸไป€ไนˆๆ—ถๅ€™ๆ›ดๆ–ฐไปปๅŠก๏ผŸ 3ๅคฉไบ†๏ผๆ•ดๆ•ดไธ‰ๅคฉ๏ผไธ€ไธชไปปๅŠก้ƒฝๆŠขไธๅˆฐ๏ผ ไปปๅŠกๅ…ฅๅฃ๏ผšhttps://t.co/7sfvqfLzJY ไปŽๆœ€ๅผ€ๅง‹๏ผšๆœ‰็ฉบๅšๅ‡ ไธชไปปๅŠกๅฐฑๅšไธ€ไธ‹ ๅˆฐ็Žฐๅœจ๏ผšๆ™šไธŠ 8 ็‚น่ฎฐๅพ—่นฒ Axis ๅ†ๅˆฐ๏ผšๆ€Žไนˆ่ฟ˜ๆฒกๆœ‰๏ผŸ ๅˆทๆ–ฐๆฒกๆœ‰ ๅ†ๅˆทๆ–ฐ่ฟ˜ๆ˜ฏๆฒกๆœ‰ ๆˆ‘็Žฐๅœจๅทฒ็ปไธๆ˜ฏๅœจๅšไปปๅŠกไบ†ๆˆ‘ๆ˜ฏๅœจ็ญ‰ไปปๅŠก ไฝ†ๅๆงฝๅฝ’ๅๆงฝ่ฟ™ๅ‡ ๅคฉๅ่€Œ่ฎฉๆˆ‘ๆƒณๆ˜Ž็™ฝไบ†ไธ€ไปถไบ‹ ไธบไป€ไนˆไธ€ไธชๆœบๅ™จไบบๆจกๆ‹ŸไปปๅŠก ่ƒฝ่ฎฉ่ฟ™ไนˆๅคšไบบๆฏๅคฉๅ‡†็‚น่นฒ ๅ› ไธบ Axis ๅš็š„ๅ…ถๅฎžไธๆ˜ฏไธ€ไธชๆ™ฎ้€š็š„ไปปๅŠกๅนณๅฐ ๅฎƒๆŠŠๅŽŸๆœฌ็ฆปๆ™ฎ้€šไบบๅพˆ่ฟœ็š„ๆœบๅ™จไบบ่ฎญ็ปƒ ๅ˜ๆˆไบ†ไธ€ไปถไปปไฝ•ไบบ้ƒฝๅฏไปฅๅ‚ไธŽ็š„ไบ‹ๆƒ… ไฝ ไธ้œ€่ฆ็œŸ็š„ๆ‹ฅๆœ‰ไธ€ๅฐๆœบๅ™จไบบ ไนŸไธ้œ€่ฆๅพ…ๅœจๅฎž้ชŒๅฎค ๅช่ฆ้€š่ฟ‡ๆต่งˆๅ™จๅฎŒๆˆๆ“ไฝœ ๅฐฑๅฏไปฅ่ดก็Œฎไธ€ๆก็œŸๅฎž็š„ๆœบๅ™จไบบ่กŒไธบ่ฝจ่ฟน ไธ€ไธชไบบ็š„ๅŠจไฝœๅฏ่ƒฝๅพˆๆ™ฎ้€š ไฝ†ๅฝ“่ถŠๆฅ่ถŠๅคš็š„ไบบไธ€่ตทๅš ไธๅŒ็š„ๆ“ไฝœไน ๆƒฏใ€ไธๅŒ็š„่ทฏๅพ„ใ€ไธๅŒ็š„็Žฏๅขƒๅ’ŒไธๅŒ็š„้”™่ฏฏ ๆœ€ๅŽ้ƒฝไผšๅ˜ๆˆๆœบๅ™จไบบๅฏไปฅๅญฆไน ็š„ Experience ่ฟ™ไปถไบ‹ๅ…ถๅฎžๆŒบ้‡่ฆ ๅ› ไธบ Physical AI ๅ’Œๆˆ‘ไปฌ็†Ÿๆ‚‰็š„ AI ๆœ€ๅคง็š„ๅŒบๅˆซไน‹ไธ€ๅฐฑๆ˜ฏ ๆœบๅ™จไบบไธ่ƒฝๅช็œ‹ๆ‡‚ไธ–็•Œๅฎƒ่ฟ˜ๅพ—ๅญฆไผšๆ€Žไนˆๅœจไธ–็•Œ้‡Œ่กŒๅŠจ ่€Œ่กŒๅŠจ่ฟ™ไปถไบ‹ ๆฒกๆœ‰่ถณๅคŸๅคš็š„ Experienceๅพˆ้šพ็œŸๆญฃ่ง„ๆจกๅŒ– ๆ‰€ไปฅ็Žฐๅœจๅ›žๅคด็œ‹ Axis ็š„ไปปๅŠกๆœบๅˆถๆˆ‘ๅ่€Œ่ง‰ๅพ—ๆœ‰็‚นๆ„ๆ€ ๅคงๅฎถๆŠข็š„่กจ้ขไธŠๆ˜ฏไปปๅŠก ๆœฌ่ดจไธŠๆ˜ฏๅœจ่ดก็Œฎ๏ผš ๆœบๅ™จไบบไธ‹ไธ€ๆฌก่ฎญ็ปƒ้œ€่ฆ็š„็ป้ชŒ ไปŽๆ—ฉๆœŸ็š„ๆ•ฐๆฎ้‡‡้›†ๅˆฐ็Žฐๅœจๅทฒ็ป่ถ…่ฟ‡ 3M trajectories Axis ไนŸๅผ€ๅง‹ๆŠŠ้‡็‚นไปŽ่Žทๅพ—ๆ›ดๅคšๆ•ฐๆฎ ้€ๆธ่ฝฌๅ‘่Žทๅพ—ๆ›ดๆœ‰ไปทๅ€ผ็š„ๆ•ฐๆฎ V2 ๅš targeted correction Dataset ๅผ€ๅง‹ๅผ€ๆ”พ ๅ†ๅˆฐๆœ€่ฟ‘ๅ’Œๆ›ดๅคš Robotics ็”Ÿๆ€่ฟžๆŽฅ ่ฟ™ๆก่ทฏ็บฟ่ถŠๆฅ่ถŠๆธ…ๆฅš๏ผš ไธๆ˜ฏๅ•็บฏๆŠŠ Dataset ๅšๅคง ่€Œๆ˜ฏ่ฎฉๆœบๅ™จไบบไธๆ–ญ่Žทๅพ—ๆ–ฐ็š„ Experience ่ฟ™ไนŸๆ˜ฏๆˆ‘่ง‰ๅพ— Axis ๆœ€ๅ€ผๅพ—ๅ…ณๆณจ็š„ๅœฐๆ–น ๅ› ไธบๆœชๆฅๆจกๅž‹ไผšๅ‡็บง ๆœบๅ™จไบบ็กฌไปถไผšๅ‡็บง ่ฎญ็ปƒๆ–นๆณ•ไนŸไผšๅ‡็บง ไฝ†ๆœบๅ™จไบบๆฐธ่ฟœ้œ€่ฆไธ€ไปถไธœ่ฅฟ๏ผš ๆ›ดๅคšใ€ๆ›ดๅฅฝ็š„็Žฐๅฎžไธ–็•Œ็ป้ชŒ ๆ‰€ไปฅโ€ฆโ€ฆAxis ้“็†ๆˆ‘้ƒฝๆ‡‚ Physical AI ็š„ Experience ๅพˆ้‡่ฆ Data Flywheel ๅพˆ้‡่ฆ ๆœบๅ™จไบบๆœชๆฅไนŸๅพˆ้‡่ฆ ไฝ†ๆ˜ฏๆˆ‘็š„ Experience ๅ‘ข๏ผŸ ๆˆ‘็š„ไปปๅŠกๅ‘ข๏ผŸๅทฒ็ป่นฒไธ‰ๅคฉไบ† ๆฑ‚ๆฑ‚ไบ†็ป™ๅ…„ๅผŸๆฅ็‚นไปปๅŠก #PhysicalAI #Robotics
Axis @axisrobotics ๅ…„ๅผŸไป€ไนˆๆ—ถๅ€™ๆ›ดๆ–ฐไปปๅŠก๏ผŸ

3ๅคฉไบ†๏ผๆ•ดๆ•ดไธ‰ๅคฉ๏ผไธ€ไธชไปปๅŠก้ƒฝๆŠขไธๅˆฐ๏ผ

ไปปๅŠกๅ…ฅๅฃ๏ผšhttps://t.co/7sfvqfLzJY

ไปŽๆœ€ๅผ€ๅง‹๏ผšๆœ‰็ฉบๅšๅ‡ ไธชไปปๅŠกๅฐฑๅšไธ€ไธ‹

ๅˆฐ็Žฐๅœจ๏ผšๆ™šไธŠ 8 ็‚น่ฎฐๅพ—่นฒ Axis

ๅ†ๅˆฐ๏ผšๆ€Žไนˆ่ฟ˜ๆฒกๆœ‰๏ผŸ

ๅˆทๆ–ฐๆฒกๆœ‰ ๅ†ๅˆทๆ–ฐ่ฟ˜ๆ˜ฏๆฒกๆœ‰

ๆˆ‘็Žฐๅœจๅทฒ็ปไธๆ˜ฏๅœจๅšไปปๅŠกไบ†ๆˆ‘ๆ˜ฏๅœจ็ญ‰ไปปๅŠก

ไฝ†ๅๆงฝๅฝ’ๅๆงฝ่ฟ™ๅ‡ ๅคฉๅ่€Œ่ฎฉๆˆ‘ๆƒณๆ˜Ž็™ฝไบ†ไธ€ไปถไบ‹

ไธบไป€ไนˆไธ€ไธชๆœบๅ™จไบบๆจกๆ‹ŸไปปๅŠก
่ƒฝ่ฎฉ่ฟ™ไนˆๅคšไบบๆฏๅคฉๅ‡†็‚น่นฒ

ๅ› ไธบ Axis ๅš็š„ๅ…ถๅฎžไธๆ˜ฏไธ€ไธชๆ™ฎ้€š็š„ไปปๅŠกๅนณๅฐ
ๅฎƒๆŠŠๅŽŸๆœฌ็ฆปๆ™ฎ้€šไบบๅพˆ่ฟœ็š„ๆœบๅ™จไบบ่ฎญ็ปƒ
ๅ˜ๆˆไบ†ไธ€ไปถไปปไฝ•ไบบ้ƒฝๅฏไปฅๅ‚ไธŽ็š„ไบ‹ๆƒ…

ไฝ ไธ้œ€่ฆ็œŸ็š„ๆ‹ฅๆœ‰ไธ€ๅฐๆœบๅ™จไบบ
ไนŸไธ้œ€่ฆๅพ…ๅœจๅฎž้ชŒๅฎค

ๅช่ฆ้€š่ฟ‡ๆต่งˆๅ™จๅฎŒๆˆๆ“ไฝœ
ๅฐฑๅฏไปฅ่ดก็Œฎไธ€ๆก็œŸๅฎž็š„ๆœบๅ™จไบบ่กŒไธบ่ฝจ่ฟน

ไธ€ไธชไบบ็š„ๅŠจไฝœๅฏ่ƒฝๅพˆๆ™ฎ้€š
ไฝ†ๅฝ“่ถŠๆฅ่ถŠๅคš็š„ไบบไธ€่ตทๅš
ไธๅŒ็š„ๆ“ไฝœไน ๆƒฏใ€ไธๅŒ็š„่ทฏๅพ„ใ€ไธๅŒ็š„็Žฏๅขƒๅ’ŒไธๅŒ็š„้”™่ฏฏ
ๆœ€ๅŽ้ƒฝไผšๅ˜ๆˆๆœบๅ™จไบบๅฏไปฅๅญฆไน ็š„ Experience

่ฟ™ไปถไบ‹ๅ…ถๅฎžๆŒบ้‡่ฆ
ๅ› ไธบ Physical AI ๅ’Œๆˆ‘ไปฌ็†Ÿๆ‚‰็š„ AI ๆœ€ๅคง็š„ๅŒบๅˆซไน‹ไธ€ๅฐฑๆ˜ฏ
ๆœบๅ™จไบบไธ่ƒฝๅช็œ‹ๆ‡‚ไธ–็•Œๅฎƒ่ฟ˜ๅพ—ๅญฆไผšๆ€Žไนˆๅœจไธ–็•Œ้‡Œ่กŒๅŠจ

่€Œ่กŒๅŠจ่ฟ™ไปถไบ‹
ๆฒกๆœ‰่ถณๅคŸๅคš็š„ Experienceๅพˆ้šพ็œŸๆญฃ่ง„ๆจกๅŒ–

ๆ‰€ไปฅ็Žฐๅœจๅ›žๅคด็œ‹ Axis ็š„ไปปๅŠกๆœบๅˆถๆˆ‘ๅ่€Œ่ง‰ๅพ—ๆœ‰็‚นๆ„ๆ€

ๅคงๅฎถๆŠข็š„่กจ้ขไธŠๆ˜ฏไปปๅŠก
ๆœฌ่ดจไธŠๆ˜ฏๅœจ่ดก็Œฎ๏ผš
ๆœบๅ™จไบบไธ‹ไธ€ๆฌก่ฎญ็ปƒ้œ€่ฆ็š„็ป้ชŒ

ไปŽๆ—ฉๆœŸ็š„ๆ•ฐๆฎ้‡‡้›†ๅˆฐ็Žฐๅœจๅทฒ็ป่ถ…่ฟ‡ 3M trajectories
Axis ไนŸๅผ€ๅง‹ๆŠŠ้‡็‚นไปŽ่Žทๅพ—ๆ›ดๅคšๆ•ฐๆฎ
้€ๆธ่ฝฌๅ‘่Žทๅพ—ๆ›ดๆœ‰ไปทๅ€ผ็š„ๆ•ฐๆฎ

V2 ๅš targeted correction
Dataset ๅผ€ๅง‹ๅผ€ๆ”พ
ๅ†ๅˆฐๆœ€่ฟ‘ๅ’Œๆ›ดๅคš Robotics ็”Ÿๆ€่ฟžๆŽฅ

่ฟ™ๆก่ทฏ็บฟ่ถŠๆฅ่ถŠๆธ…ๆฅš๏ผš
ไธๆ˜ฏๅ•็บฏๆŠŠ Dataset ๅšๅคง
่€Œๆ˜ฏ่ฎฉๆœบๅ™จไบบไธๆ–ญ่Žทๅพ—ๆ–ฐ็š„ Experience
่ฟ™ไนŸๆ˜ฏๆˆ‘่ง‰ๅพ— Axis ๆœ€ๅ€ผๅพ—ๅ…ณๆณจ็š„ๅœฐๆ–น

ๅ› ไธบๆœชๆฅๆจกๅž‹ไผšๅ‡็บง
ๆœบๅ™จไบบ็กฌไปถไผšๅ‡็บง
่ฎญ็ปƒๆ–นๆณ•ไนŸไผšๅ‡็บง

ไฝ†ๆœบๅ™จไบบๆฐธ่ฟœ้œ€่ฆไธ€ไปถไธœ่ฅฟ๏ผš
ๆ›ดๅคšใ€ๆ›ดๅฅฝ็š„็Žฐๅฎžไธ–็•Œ็ป้ชŒ
ๆ‰€ไปฅโ€ฆโ€ฆAxis ้“็†ๆˆ‘้ƒฝๆ‡‚
Physical AI ็š„ Experience ๅพˆ้‡่ฆ
Data Flywheel ๅพˆ้‡่ฆ
ๆœบๅ™จไบบๆœชๆฅไนŸๅพˆ้‡่ฆ

ไฝ†ๆ˜ฏๆˆ‘็š„ Experience ๅ‘ข๏ผŸ

ๆˆ‘็š„ไปปๅŠกๅ‘ข๏ผŸๅทฒ็ป่นฒไธ‰ๅคฉไบ†

ๆฑ‚ๆฑ‚ไบ†็ป™ๅ…„ๅผŸๆฅ็‚นไปปๅŠก

#PhysicalAI #Robotics
้€ŸๅบฆๅŽปๆ’ธ๏ผ๏ผ้€ŸๅบฆๅŽปๆ’ธ๏ผ๏ผ้€ŸๅบฆๅŽปๆ’ธ๏ผ๏ผ KaitoAI ไธŠ็š„็ฌฌไธ€ไธช้กน็›ฎ axisrobotics ๅ’Œๅธๅฎ‰้’ฑๅŒ…็š„็š„ๅˆไฝœ๏ผ็›ด่พพ้“พๆŽฅ๏ผšhub.axisrobotics.ai/login ่ฎฐๅพ—็”จbn็š„ๆ— ็ง้’ฅ้’ฑๅŒ…ๅŽปๅšไปปๅŠก๏ผŒๆ˜ฏๆœ‰็งฏๅˆ†ๅ’Œๅพฝ็ซ ็š„ๅฅ–ๅŠฑ็š„๏ผŒ็™ฝๅซ–็š„่ฎฐๅพ—ๅŽปๅšใ€‚ Binance Keyless Wallet ไธ“ๅฑžๆดปๅŠจ๏ผŒ1,500,000 Axis Points๏ผŒ30 ๅคฉ๏ผŒไป…้™ Binance ๅŽŸ็”Ÿ Keyless ้’ฑๅŒ…็”จๆˆท๏ผŒFCFS ไปปๅŠกๆฑ ใ€‚ ๅฎŒๆˆไปปๅŠก โ†’ ๅฎกๆ ธ โ†’ ้“พไธŠ็ญพๅ๏ผŒๅฐฑ่ƒฝๆ‹ฟ็งฏๅˆ† + ็บชๅฟตๅพฝ็ซ ใ€‚็งฏๅˆ†ๆฑ ็‹ฌ็ซ‹ไบŽไธปไบงๅ“๏ผŒไผฐ่ฎกๆ˜ฏ้ขๅค–็š„็ฉบๆŠ•ๅฅ–ๅŠฑใ€‚ #PhysicalAI #Robotics #AxisRobotics
้€ŸๅบฆๅŽปๆ’ธ๏ผ๏ผ้€ŸๅบฆๅŽปๆ’ธ๏ผ๏ผ้€ŸๅบฆๅŽปๆ’ธ๏ผ๏ผ

KaitoAI ไธŠ็š„็ฌฌไธ€ไธช้กน็›ฎ axisrobotics ๅ’Œๅธๅฎ‰้’ฑๅŒ…็š„็š„ๅˆไฝœ๏ผ็›ด่พพ้“พๆŽฅ๏ผšhub.axisrobotics.ai/login

่ฎฐๅพ—็”จbn็š„ๆ— ็ง้’ฅ้’ฑๅŒ…ๅŽปๅšไปปๅŠก๏ผŒๆ˜ฏๆœ‰็งฏๅˆ†ๅ’Œๅพฝ็ซ ็š„ๅฅ–ๅŠฑ็š„๏ผŒ็™ฝๅซ–็š„่ฎฐๅพ—ๅŽปๅšใ€‚

Binance Keyless Wallet ไธ“ๅฑžๆดปๅŠจ๏ผŒ1,500,000 Axis Points๏ผŒ30 ๅคฉ๏ผŒไป…้™ Binance ๅŽŸ็”Ÿ Keyless ้’ฑๅŒ…็”จๆˆท๏ผŒFCFS ไปปๅŠกๆฑ ใ€‚

ๅฎŒๆˆไปปๅŠก โ†’ ๅฎกๆ ธ โ†’ ้“พไธŠ็ญพๅ๏ผŒๅฐฑ่ƒฝๆ‹ฟ็งฏๅˆ† + ็บชๅฟตๅพฝ็ซ ใ€‚็งฏๅˆ†ๆฑ ็‹ฌ็ซ‹ไบŽไธปไบงๅ“๏ผŒไผฐ่ฎกๆ˜ฏ้ขๅค–็š„็ฉบๆŠ•ๅฅ–ๅŠฑใ€‚

#PhysicalAI #Robotics #AxisRobotics
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Bullish
๐Ÿš€ $ROBO โ€” ะบะพะฝัะพะปั–ะดะฐั†ั–ั ะฟะตั€ะตะด ะฟั€ะพะฑะพั”ะผ? Fabric Protocol ะทะฝะพะฒัƒ ะฒ ั†ะตะฝั‚ั€ั– ัƒะฒะฐะณะธ. ะ’ั‡ะพั€ะฐ ะพั„ั–ั†ั–ะนะฝะพ ะทะฐะบั€ะธะปะธ RoboPay Integration Bounty: โ€ข ะŸั€ะธะทะพะฒะธะน ั„ะพะฝะด 1 000 000 ROBO โ€ข 13 ัƒัะฟั–ัˆะฝะธั… ั–ะฝั‚ะตะณั€ะฐั†ั–ะน ะฝะฐ 10 ั€ะตะฐะปะฝะธั… ั€ะพะฑะพั‚ะฐั… (humanoids, robotic arms, quadrupeds) ะฆะต ะฒะถะต ะฝะต ะฟั€ะพัั‚ะพ ะฝะฐั€ั€ะฐั‚ะธะฒ โ€” RoboPay ะฟั€ะฐั†ัŽั” ะท ั„ั–ะทะธั‡ะฝะธะผ ะทะฐะปั–ะทะพะผ. ะขะตั…ะฝั–ั‡ะฝะพ: ั†ั–ะฝะฐ ะฒ ะบะพะฝัะพะปั–ะดะฐั†ั–ั— ะฟั–ัะปั ะฒั–ะดัะบะพะบัƒ ะท 0.0103. RSI ะฝะตะนั‚ั€ะฐะปัŒะฝะธะน (~53). ะงะตะบะฐั”ะผะพ ะฒะธั…ั–ะด ะฒะณะพั€ัƒ ะท ะทะพะฝะธ 0.014โ€“0.015. ะฉะพะดะพ unlock 1.2M$ ััŒะพะณะพะดะฝั– โ€” team/investors ัƒ 12-ะผั–ััั‡ะฝะพะผัƒ cliff ะดะพ 2027. ะ‘ัƒะดัŒ-ัะบั– ะดั€ั–ะฑะฝั– ั‡ะฐัั‚ะธะฝะธ ะท ecosystem ะผะฐะนะถะต ะฝะต ะฒะฟะปะธะฝัƒั‚ัŒ ะฝะฐ ั†ั–ะฝัƒ. FUD ะฟั€ะพ ัะปะธะฒ ะฒะธะณะปัะดะฐั” ะฟะตั€ะตะฑั–ะปัŒัˆะตะฝะธะผ. ะŸะพะทะธั†ั–ั ะฒั–ะดะบั€ะธั‚ะฐ, ั‡ะตะบะฐัŽ continuation. ะฅั‚ะพ ั‰ะต ะฒ $ROBO ะท ะฝะฐะผะธ? #ROBO #FabricProtocol #Robotics #AI #BinanceSquare
๐Ÿš€ $ROBO โ€” ะบะพะฝัะพะปั–ะดะฐั†ั–ั ะฟะตั€ะตะด ะฟั€ะพะฑะพั”ะผ?
Fabric Protocol ะทะฝะพะฒัƒ ะฒ ั†ะตะฝั‚ั€ั– ัƒะฒะฐะณะธ.
ะ’ั‡ะพั€ะฐ ะพั„ั–ั†ั–ะนะฝะพ ะทะฐะบั€ะธะปะธ RoboPay Integration Bounty:
โ€ข ะŸั€ะธะทะพะฒะธะน ั„ะพะฝะด 1 000 000 ROBO
โ€ข 13 ัƒัะฟั–ัˆะฝะธั… ั–ะฝั‚ะตะณั€ะฐั†ั–ะน ะฝะฐ 10 ั€ะตะฐะปะฝะธั… ั€ะพะฑะพั‚ะฐั… (humanoids, robotic arms, quadrupeds)
ะฆะต ะฒะถะต ะฝะต ะฟั€ะพัั‚ะพ ะฝะฐั€ั€ะฐั‚ะธะฒ โ€” RoboPay ะฟั€ะฐั†ัŽั” ะท ั„ั–ะทะธั‡ะฝะธะผ ะทะฐะปั–ะทะพะผ.
ะขะตั…ะฝั–ั‡ะฝะพ: ั†ั–ะฝะฐ ะฒ ะบะพะฝัะพะปั–ะดะฐั†ั–ั— ะฟั–ัะปั ะฒั–ะดัะบะพะบัƒ ะท 0.0103. RSI ะฝะตะนั‚ั€ะฐะปัŒะฝะธะน (~53). ะงะตะบะฐั”ะผะพ ะฒะธั…ั–ะด ะฒะณะพั€ัƒ ะท ะทะพะฝะธ 0.014โ€“0.015.
ะฉะพะดะพ unlock 1.2M$ ััŒะพะณะพะดะฝั– โ€” team/investors ัƒ 12-ะผั–ััั‡ะฝะพะผัƒ cliff ะดะพ 2027. ะ‘ัƒะดัŒ-ัะบั– ะดั€ั–ะฑะฝั– ั‡ะฐัั‚ะธะฝะธ ะท ecosystem ะผะฐะนะถะต ะฝะต ะฒะฟะปะธะฝัƒั‚ัŒ ะฝะฐ ั†ั–ะฝัƒ. FUD ะฟั€ะพ ัะปะธะฒ ะฒะธะณะปัะดะฐั” ะฟะตั€ะตะฑั–ะปัŒัˆะตะฝะธะผ.
ะŸะพะทะธั†ั–ั ะฒั–ะดะบั€ะธั‚ะฐ, ั‡ะตะบะฐัŽ continuation.
ะฅั‚ะพ ั‰ะต ะฒ $ROBO ะท ะฝะฐะผะธ?
#ROBO #FabricProtocol #Robotics #AI #BinanceSquare
๐Ÿค– ุฑูˆุจูˆุชุงุช ุงู„ุฎุฏู…ุฉ ุชุชุฒุงูŠุฏ ููŠ ุงู„ู…ุทุงุฑุงุช ุงู„ุฃู…ุฑูŠูƒูŠุฉ ุจุฏุฃ ู…ุทุงุฑ ู„ุงุบูˆุงุฑุฏูŠุง ููŠ ู†ูŠูˆูŠูˆุฑูƒ ุจู†ุดุฑ ุฑูˆุจูˆุชุงุช ู…ุชุฎุตุตุฉ ููŠ ู…ุจู†ู‰ ุงู„ุฑูƒุงุจ B ู„ุชูู‚ุฏ ุฌูˆุฏุฉ ุงู„ู‡ูˆุงุก ููŠ ู…ู†ุทู‚ุฉ ุงุณุชู„ุงู… ุงู„ุญู‚ุงุฆุจ. ู‡ุฐู‡ ุงู„ุฑูˆุจูˆุชุงุช ุฐุงุชูŠุฉ ุงู„ุญุฑูƒุฉุŒ ุนู„ู‰ ุงู„ุฑุบู… ู…ู† ุบุฑุงุจุฉ ู…ุธู‡ุฑู‡ุงุŒ ุชูุนุฏ ุฌุฒุกู‹ุง ู…ู† ุชูˆุฌู‡ ู…ุชุฒุงูŠุฏ ู†ุญูˆ ุฃุชู…ุชุฉ ุงู„ู…ู‡ุงู… ุงู„ุชุดุบูŠู„ูŠุฉ ููŠ ุงู„ู…ุทุงุฑุงุช ู„ุชุนุฒูŠุฒ ุงู„ูƒูุงุกุฉ ูˆุงู„ุฑู‚ุงุจุฉ. โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ“Š ุงู„ุชุฃุซูŠุฑ: ๐Ÿ“Š ู…ุชูˆุณุท ๐Ÿท๏ธ OTHER #Robotics #Technology #Airports #Automation #Innovation ๐Ÿ“ฐ ุงู„ู…ุตุฏุฑ: pymnts.com
๐Ÿค– ุฑูˆุจูˆุชุงุช ุงู„ุฎุฏู…ุฉ ุชุชุฒุงูŠุฏ ููŠ ุงู„ู…ุทุงุฑุงุช ุงู„ุฃู…ุฑูŠูƒูŠุฉ

ุจุฏุฃ ู…ุทุงุฑ ู„ุงุบูˆุงุฑุฏูŠุง ููŠ ู†ูŠูˆูŠูˆุฑูƒ ุจู†ุดุฑ ุฑูˆุจูˆุชุงุช ู…ุชุฎุตุตุฉ ููŠ ู…ุจู†ู‰ ุงู„ุฑูƒุงุจ B ู„ุชูู‚ุฏ ุฌูˆุฏุฉ ุงู„ู‡ูˆุงุก ููŠ ู…ู†ุทู‚ุฉ ุงุณุชู„ุงู… ุงู„ุญู‚ุงุฆุจ. ู‡ุฐู‡ ุงู„ุฑูˆุจูˆุชุงุช ุฐุงุชูŠุฉ ุงู„ุญุฑูƒุฉุŒ ุนู„ู‰ ุงู„ุฑุบู… ู…ู† ุบุฑุงุจุฉ ู…ุธู‡ุฑู‡ุงุŒ ุชูุนุฏ ุฌุฒุกู‹ุง ู…ู† ุชูˆุฌู‡ ู…ุชุฒุงูŠุฏ ู†ุญูˆ ุฃุชู…ุชุฉ ุงู„ู…ู‡ุงู… ุงู„ุชุดุบูŠู„ูŠุฉ ููŠ ุงู„ู…ุทุงุฑุงุช ู„ุชุนุฒูŠุฒ ุงู„ูƒูุงุกุฉ ูˆุงู„ุฑู‚ุงุจุฉ.

โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”
๐Ÿ“Š ุงู„ุชุฃุซูŠุฑ: ๐Ÿ“Š ู…ุชูˆุณุท
๐Ÿท๏ธ OTHER

#Robotics #Technology #Airports #Automation #Innovation

๐Ÿ“ฐ ุงู„ู…ุตุฏุฑ: pymnts.com
ยท
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I log into #AxisRobotics Hub from my browser and generate trajectory data for physical AI models; email, Google, X, or a wallet is enough to register, and #Privy automatically creates a wallet. In pre-training tasks, I manually guide the robot arm myself; I start from Beginner, control the slots, and do the same task at most 5 times a day. In Alliance tasks, I earn both Axis points and Bolts with a single trajectory; I connect my wallet to BitRobot to claim the rewards. When the task is done, I confirm it on-chain with Sign in History from the Portfolio; points are reflected at the end of the Epoch, and there's airdrop potential. In post-training, I watch the model and correct it with Take Over when it makes a mistake; this short intervention produces the most valuable data. #Robotics #Trajectory Axis Hub: https://hub.axisrobotics.ai/login?invite_code=CmP4neBd
I log into #AxisRobotics Hub from my browser and generate trajectory data for physical AI models; email, Google, X, or a wallet is enough to register, and #Privy automatically creates a wallet.

In pre-training tasks, I manually guide the robot arm myself; I start from Beginner, control the slots, and do the same task at most 5 times a day.

In Alliance tasks, I earn both Axis points and Bolts with a single trajectory; I connect my wallet to BitRobot to claim the rewards.

When the task is done, I confirm it on-chain with Sign in History from the Portfolio; points are reflected at the end of the Epoch, and there's airdrop potential.

In post-training, I watch the model and correct it with Take Over when it makes a mistake; this short intervention produces the most valuable data.

#Robotics #Trajectory

Axis Hub: https://hub.axisrobotics.ai/login?invite_code=CmP4neBd
ๆˆ‘้‡ๆ–ฐ็ ”็ฉถ @axisrobotics ๅŽๅ่€Œ่ถŠๆฅ่ถŠ่ง‰ๅพ— Axis ็œŸๆญฃๅ€ผๅพ—ๅ…ณๆณจ็š„ไธๆ˜ฏๅฎƒๅทฒ็ปๆœ‰ๅคšๅฐ‘ๆœบๅ™จไบบๆ•ฐๆฎ ่€Œๆ˜ฏๅฎƒๆญฃๅœจๆŠŠ่ฟ™ไบ›ๆ•ฐๆฎๅ˜ๆˆไธ€ไธชๅฏไปฅๆŒ็ปญ่‡ชๆˆ‘ๅขžๅผบ็š„็ณป็ปŸ 8 ๆœˆAxis ็š„ robotic data engine ็ช็ ดไบ† 3M trajectories ่ƒŒๅŽๅทฒ็ปๆœ‰ 123K+ contributors ไฝ†ๅฆ‚ๆžœๅชๆ˜ฏๆ•ฐๆฎ่ถŠๆฅ่ถŠๅคš ่ฟ™ไปถไบ‹ๅ…ถๅฎžๆฒก้‚ฃไนˆๆ€งๆ„Ÿ ็œŸๆญฃ่ฎฉๆˆ‘ๅผ€ๅง‹้‡ๆ–ฐ็œ‹ Axis ็š„ ๆ˜ฏๆœ€่ฟ‘่ฟ™ไธ€่ฟžไธฒๅŠจไฝœ๏ผš Dataset V1 โ†’ Axis V2 โ†’ Booster Robotics โ†’ OpenRoboto ๅฎƒไปฌ่ƒŒๅŽๅ…ถๅฎžๆŒ‡ๅ‘ๅŒไธ€ไปถไบ‹ ่ฎฉ Physical AI ็š„ Data Loop ็œŸๆญฃ่ท‘่ตทๆฅ ๆœบๅ™จไบบ่ฎญ็ปƒๆœ€้šพ็š„ๅœฐๆ–นไปŽๆฅไธๅชๆ˜ฏ็ผบๆ•ฐๆฎ ่€Œๆ˜ฏ ไฝ ๆ€Žไนˆ็Ÿฅ้“ไธ‹ไธ€ๆ‰นๆ•ฐๆฎๅบ”่ฏฅ้‡‡ไป€ไนˆ ไผ ็ปŸๆต็จ‹ๆ›ดๅƒ Task โ†’ Data โ†’ Model ่ฎญ็ปƒๅฎŒ้ƒจ็ฝฒ ๆจกๅž‹ๅ‡บ้—ฎ้ข˜ๅ†ๅ›žๅคด้‡ๆ–ฐ้‡‡ๆ•ฐๆฎ Axis V2 ๅผ€ๅง‹ๆ”นๅ˜่ฟ™ไธช่ฟ‡็จ‹ ๆจกๅž‹ๅ…ˆๆ‰ง่กŒไปปๅŠก ๆจกๅž‹ๆšด้œฒ weakness ไบบ็ฑปๅœจๅ…ณ้”ฎ่Š‚็‚น่ฟ›่กŒ correction Correction Data ๅ›žๅˆฐ่ฎญ็ปƒๆต็จ‹ ๆจกๅž‹็ปง็ปญๅ˜ๅผบ ็„ถๅŽๆšด้œฒๆ–ฐ็š„ weakness ไบŽๆ˜ฏๅ˜ๆˆ Model โ†’ Failure โ†’ Correction โ†’ Data โ†’ Better Model ่ฟ™ไนŸๆ˜ฏ Human-Gated DAgger ็œŸๆญฃๆœ‰ๆ„ๆ€็š„ๅœฐๆ–น ๅฎƒไธๆ˜ฏ่ฎฉไบบ็ฑปไธๅœ้‡ๅคๆจกๅž‹ๅทฒ็ปไผšๅš็š„ๅŠจไฝœ ่€Œๆ˜ฏ่ฎฉไบบ็ฑปๅœจๆจกๅž‹็œŸๆญฃโ€œไธ็Ÿฅ้“่ฏฅๆ€ŽไนˆๅŠžโ€็š„ๆ—ถๅ€™ไป‹ๅ…ฅ ๆขๅฅ่ฏ่ฏด ไธๆ˜ฏๆ”ถ้›†ๆ›ดๅคšๆญฃ็กฎ็ญ”ๆกˆ ่€Œๆ˜ฏ็ฒพๅ‡†ๆ”ถ้›† ๆจกๅž‹ไธบไป€ไนˆไผš้”™ ๆˆ‘่ฎคไธบ่ฟ™ๅฏ่ƒฝๆ˜ฏๆœบๅ™จไบบๆ•ฐๆฎ้‡Œ้žๅธธ้‡่ฆ็š„ไธ€็งไปทๅ€ผ่ฝฌๆข ๅ› ไธบๆจกๅž‹ๅทฒ็ปไผšๅš็š„ไบ‹ๆƒ… ๅ†ๅขžๅŠ  10,000 ๆฌก demonstration ่พน้™…ไปทๅ€ผๅฏ่ƒฝ่ถŠๆฅ่ถŠไฝŽ ไฝ†ๆจกๅž‹ๅๅคๅคฑ่ดฅ็š„ๅœฐๆ–น ๅพ€ๅพ€ๆ‰ๆ˜ฏไธ‹ไธ€่ฝฎ่ฎญ็ปƒๆœ€้œ€่ฆ็š„ๆ•ฐๆฎ ๆ‰€ไปฅ Axis ๆ‰€่ฏด็š„ Compounding Data Engine ๆˆ‘็†่งฃ็š„ๅนถไธๆ˜ฏๅ•็บฏ่ฎฉ Dataset ่ถŠๆฅ่ถŠๅคง ่€Œๆ˜ฏ ๆฏไธ€่ฝฎ่ฎญ็ปƒ้ƒฝๅธฎๅŠฉไธ‹ไธ€่ฝฎๆ•ฐๆฎ้‡‡้›†ๅ˜ๅพ—ๆ›ดๅŠ ็ฒพๅ‡† ่ฟ™ไนŸๆ˜ฏไธบไป€ไนˆๆˆ‘่ง‰ๅพ—ๆœ€่ฟ‘ Axis ๅ’Œ OpenRoboto ็š„ๅˆไฝœ็‰นๅˆซๅ€ผๅพ—ๅ…ณๆณจ Axis ๅฐ†ๆไพ›3M+ multimodal trajectories ่ฟ›ๅ…ฅ OpenRoboto ็š„ Open Data Pool ๅŒๆ—ถ้€š่ฟ‡ Data-to-Model Pipeline ๆ”ฏๆŒๆจกๅž‹่ฏ„ไผฐๅ’Œ benchmark ่ฟ™ๅฐฑๆŠŠ้—ญ็Žฏ่ฟ›ไธ€ๆญฅๅปถไผธๆˆ Data โ†’ Training โ†’ Benchmark โ†’ Evaluation โ†’ Better Data ไปฅๅ‰ๆˆ‘ไผšๆŠŠ Axis ็†่งฃๆˆ Robot Data Platform ็Žฐๅœจๆˆ‘ๆ›ดๅ€พๅ‘ไบŽๆŠŠๅฎƒ็†่งฃๆˆ Physical AI ็š„ Data Infrastructure ๅ› ไธบ็กฌไปถไผšๆข ๆจกๅž‹ไผšๆข VLA ไผšๆข ไฝ†ๆœบๅ™จไบบๆฐธ่ฟœ้œ€่ฆไปŽ็Žฐๅฎžไธ–็•Œ่Žทๅพ—ๆ–ฐ็š„ Experience ๆ‰€ไปฅ็œŸๆญฃๅ€ผๅพ—่ง‚ๅฏŸ็š„ ไธๆ˜ฏ Axis ไธ‹ไธ€ๆฌกไผš่พพๅˆฐๅคšๅฐ‘ trajectories ่€Œๆ˜ฏ ๅฝ“่ฟ™ไบ›ๆ•ฐๆฎๅผ€ๅง‹่ขซๆ›ดๅคšๆจกๅž‹ใ€ๆ›ดๅคšๆœบๅ™จไบบๅ’Œๆ›ดๅคš benchmark ไฝฟ็”จไน‹ๅŽ Data Flywheel ไผšไธไผš็œŸๆญฃๅผ€ๅง‹ไบง็”Ÿ Compounding Effect ๅฆ‚ๆžœ่ฟ™ไธชๅพช็Žฏ่ท‘้€š Axis ็š„ๆŠคๅŸŽๆฒณๅฏ่ƒฝๅฐฑไธๆ˜ฏๆˆ‘ไปฌๆ‹ฅๆœ‰ๅคšๅฐ‘ๆ•ฐๆฎ ่€Œๆ˜ฏๆˆ‘ไปฌ่ƒฝไธ่ƒฝๆŒ็ปญ็”Ÿไบงไธ‹ไธ€ๆ‰นๆ›ดๆœ‰ไปทๅ€ผ็š„ๆ•ฐๆฎ ่ฟ™ๆ‰ๆ˜ฏๆˆ‘็›ฎๅ‰็œ‹ Axis ๆœ€ๆœ‰ๆ„ๆ€็š„ๅœฐๆ–น #PhysicalAI #Robotics @KaitoAI #Axis #kaito
ๆˆ‘้‡ๆ–ฐ็ ”็ฉถ @axisrobotics ๅŽๅ่€Œ่ถŠๆฅ่ถŠ่ง‰ๅพ—

Axis ็œŸๆญฃๅ€ผๅพ—ๅ…ณๆณจ็š„ไธๆ˜ฏๅฎƒๅทฒ็ปๆœ‰ๅคšๅฐ‘ๆœบๅ™จไบบๆ•ฐๆฎ

่€Œๆ˜ฏๅฎƒๆญฃๅœจๆŠŠ่ฟ™ไบ›ๆ•ฐๆฎๅ˜ๆˆไธ€ไธชๅฏไปฅๆŒ็ปญ่‡ชๆˆ‘ๅขžๅผบ็š„็ณป็ปŸ

8 ๆœˆAxis ็š„ robotic data engine ็ช็ ดไบ† 3M trajectories
่ƒŒๅŽๅทฒ็ปๆœ‰ 123K+ contributors

ไฝ†ๅฆ‚ๆžœๅชๆ˜ฏๆ•ฐๆฎ่ถŠๆฅ่ถŠๅคš
่ฟ™ไปถไบ‹ๅ…ถๅฎžๆฒก้‚ฃไนˆๆ€งๆ„Ÿ

็œŸๆญฃ่ฎฉๆˆ‘ๅผ€ๅง‹้‡ๆ–ฐ็œ‹ Axis ็š„
ๆ˜ฏๆœ€่ฟ‘่ฟ™ไธ€่ฟžไธฒๅŠจไฝœ๏ผš
Dataset V1 โ†’ Axis V2 โ†’ Booster Robotics โ†’ OpenRoboto

ๅฎƒไปฌ่ƒŒๅŽๅ…ถๅฎžๆŒ‡ๅ‘ๅŒไธ€ไปถไบ‹
่ฎฉ Physical AI ็š„ Data Loop ็œŸๆญฃ่ท‘่ตทๆฅ
ๆœบๅ™จไบบ่ฎญ็ปƒๆœ€้šพ็š„ๅœฐๆ–นไปŽๆฅไธๅชๆ˜ฏ็ผบๆ•ฐๆฎ
่€Œๆ˜ฏ
ไฝ ๆ€Žไนˆ็Ÿฅ้“ไธ‹ไธ€ๆ‰นๆ•ฐๆฎๅบ”่ฏฅ้‡‡ไป€ไนˆ

ไผ ็ปŸๆต็จ‹ๆ›ดๅƒ
Task โ†’ Data โ†’ Model
่ฎญ็ปƒๅฎŒ้ƒจ็ฝฒ
ๆจกๅž‹ๅ‡บ้—ฎ้ข˜ๅ†ๅ›žๅคด้‡ๆ–ฐ้‡‡ๆ•ฐๆฎ

Axis V2 ๅผ€ๅง‹ๆ”นๅ˜่ฟ™ไธช่ฟ‡็จ‹
ๆจกๅž‹ๅ…ˆๆ‰ง่กŒไปปๅŠก
ๆจกๅž‹ๆšด้œฒ weakness
ไบบ็ฑปๅœจๅ…ณ้”ฎ่Š‚็‚น่ฟ›่กŒ correction
Correction Data ๅ›žๅˆฐ่ฎญ็ปƒๆต็จ‹
ๆจกๅž‹็ปง็ปญๅ˜ๅผบ
็„ถๅŽๆšด้œฒๆ–ฐ็š„ weakness

ไบŽๆ˜ฏๅ˜ๆˆ
Model โ†’ Failure โ†’ Correction โ†’ Data โ†’ Better Model
่ฟ™ไนŸๆ˜ฏ Human-Gated DAgger ็œŸๆญฃๆœ‰ๆ„ๆ€็š„ๅœฐๆ–น
ๅฎƒไธๆ˜ฏ่ฎฉไบบ็ฑปไธๅœ้‡ๅคๆจกๅž‹ๅทฒ็ปไผšๅš็š„ๅŠจไฝœ
่€Œๆ˜ฏ่ฎฉไบบ็ฑปๅœจๆจกๅž‹็œŸๆญฃโ€œไธ็Ÿฅ้“่ฏฅๆ€ŽไนˆๅŠžโ€็š„ๆ—ถๅ€™ไป‹ๅ…ฅ

ๆขๅฅ่ฏ่ฏด
ไธๆ˜ฏๆ”ถ้›†ๆ›ดๅคšๆญฃ็กฎ็ญ”ๆกˆ
่€Œๆ˜ฏ็ฒพๅ‡†ๆ”ถ้›†
ๆจกๅž‹ไธบไป€ไนˆไผš้”™

ๆˆ‘่ฎคไธบ่ฟ™ๅฏ่ƒฝๆ˜ฏๆœบๅ™จไบบๆ•ฐๆฎ้‡Œ้žๅธธ้‡่ฆ็š„ไธ€็งไปทๅ€ผ่ฝฌๆข

ๅ› ไธบๆจกๅž‹ๅทฒ็ปไผšๅš็š„ไบ‹ๆƒ…
ๅ†ๅขžๅŠ  10,000 ๆฌก demonstration
่พน้™…ไปทๅ€ผๅฏ่ƒฝ่ถŠๆฅ่ถŠไฝŽ
ไฝ†ๆจกๅž‹ๅๅคๅคฑ่ดฅ็š„ๅœฐๆ–น
ๅพ€ๅพ€ๆ‰ๆ˜ฏไธ‹ไธ€่ฝฎ่ฎญ็ปƒๆœ€้œ€่ฆ็š„ๆ•ฐๆฎ

ๆ‰€ไปฅ Axis ๆ‰€่ฏด็š„ Compounding Data Engine
ๆˆ‘็†่งฃ็š„ๅนถไธๆ˜ฏๅ•็บฏ่ฎฉ Dataset ่ถŠๆฅ่ถŠๅคง
่€Œๆ˜ฏ
ๆฏไธ€่ฝฎ่ฎญ็ปƒ้ƒฝๅธฎๅŠฉไธ‹ไธ€่ฝฎๆ•ฐๆฎ้‡‡้›†ๅ˜ๅพ—ๆ›ดๅŠ ็ฒพๅ‡†
่ฟ™ไนŸๆ˜ฏไธบไป€ไนˆๆˆ‘่ง‰ๅพ—ๆœ€่ฟ‘ Axis ๅ’Œ OpenRoboto ็š„ๅˆไฝœ็‰นๅˆซๅ€ผๅพ—ๅ…ณๆณจ

Axis ๅฐ†ๆไพ›3M+ multimodal trajectories
่ฟ›ๅ…ฅ OpenRoboto ็š„ Open Data Pool
ๅŒๆ—ถ้€š่ฟ‡ Data-to-Model Pipeline ๆ”ฏๆŒๆจกๅž‹่ฏ„ไผฐๅ’Œ benchmark
่ฟ™ๅฐฑๆŠŠ้—ญ็Žฏ่ฟ›ไธ€ๆญฅๅปถไผธๆˆ
Data โ†’ Training โ†’ Benchmark โ†’ Evaluation โ†’ Better Data

ไปฅๅ‰ๆˆ‘ไผšๆŠŠ Axis ็†่งฃๆˆ
Robot Data Platform
็Žฐๅœจๆˆ‘ๆ›ดๅ€พๅ‘ไบŽๆŠŠๅฎƒ็†่งฃๆˆ
Physical AI ็š„ Data Infrastructure

ๅ› ไธบ็กฌไปถไผšๆข
ๆจกๅž‹ไผšๆข
VLA ไผšๆข
ไฝ†ๆœบๅ™จไบบๆฐธ่ฟœ้œ€่ฆไปŽ็Žฐๅฎžไธ–็•Œ่Žทๅพ—ๆ–ฐ็š„ Experience
ๆ‰€ไปฅ็œŸๆญฃๅ€ผๅพ—่ง‚ๅฏŸ็š„
ไธๆ˜ฏ Axis ไธ‹ไธ€ๆฌกไผš่พพๅˆฐๅคšๅฐ‘ trajectories
่€Œๆ˜ฏ
ๅฝ“่ฟ™ไบ›ๆ•ฐๆฎๅผ€ๅง‹่ขซๆ›ดๅคšๆจกๅž‹ใ€ๆ›ดๅคšๆœบๅ™จไบบๅ’Œๆ›ดๅคš benchmark ไฝฟ็”จไน‹ๅŽ
Data Flywheel ไผšไธไผš็œŸๆญฃๅผ€ๅง‹ไบง็”Ÿ Compounding Effect

ๅฆ‚ๆžœ่ฟ™ไธชๅพช็Žฏ่ท‘้€š
Axis ็š„ๆŠคๅŸŽๆฒณๅฏ่ƒฝๅฐฑไธๆ˜ฏๆˆ‘ไปฌๆ‹ฅๆœ‰ๅคšๅฐ‘ๆ•ฐๆฎ
่€Œๆ˜ฏๆˆ‘ไปฌ่ƒฝไธ่ƒฝๆŒ็ปญ็”Ÿไบงไธ‹ไธ€ๆ‰นๆ›ดๆœ‰ไปทๅ€ผ็š„ๆ•ฐๆฎ
่ฟ™ๆ‰ๆ˜ฏๆˆ‘็›ฎๅ‰็œ‹ Axis ๆœ€ๆœ‰ๆ„ๆ€็š„ๅœฐๆ–น

#PhysicalAI #Robotics @KaitoAI #Axis #kaito
ยท
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Chinese robotics startup Dexmal, backed by Alibaba, is raising a new funding round at a target valuation of 20 billion yuan ($3B), according to Bloomberg. The move highlights surging investor demand for physical AI and advanced robotics in China. ๐Ÿค–๐Ÿš€ #BinanceSquare #CryptoNews #Aฤฐ #Robotics #Alibaba
Chinese robotics startup Dexmal, backed by Alibaba, is raising a new funding round at a target valuation of 20 billion yuan ($3B), according to Bloomberg. The move highlights surging investor demand for physical AI and advanced robotics in China. ๐Ÿค–๐Ÿš€
#BinanceSquare #CryptoNews #Aฤฐ #Robotics #Alibaba
ยท
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Bullish
๐Ÿšจ ELON MUSK: THE FUTURE OF MEDICAL CARE MAY BE ROBOTIC + AI. Elon Musk says Teslaโ€™s Optimus humanoid robot and Grok will eventually provide โ€œincredible medical care to all the people of Earth.โ€ Think about what that could mean. AI handling medical intelligence Humanoid robots assisting with physical care 24/7 availability And potentially world-class assistance becoming accessible far beyond todayโ€™s healthcare systems. If Tesla can make Optimus reliable at scale and AI keeps improving at this pace, healthcare could become one of the biggest industries transformed by robotics. The wild part? This isnโ€™t just about smarter machines. Itโ€™s about putting AI + robotics directly into the physical world. The healthcare revolution may be closer than most people think. #Tesla #ElonMusk #AI #Robotics #Technology $TSLA
๐Ÿšจ ELON MUSK: THE FUTURE OF MEDICAL CARE MAY BE ROBOTIC + AI.
Elon Musk says Teslaโ€™s Optimus humanoid robot and Grok will eventually provide โ€œincredible medical care to all the people of Earth.โ€
Think about what that could mean.
AI handling medical intelligence Humanoid robots assisting with physical care 24/7 availability And potentially world-class assistance becoming accessible far beyond todayโ€™s healthcare systems.
If Tesla can make Optimus reliable at scale and AI keeps improving at this pace, healthcare could become one of the biggest industries transformed by robotics.
The wild part?
This isnโ€™t just about smarter machines.
Itโ€™s about putting AI + robotics directly into the physical world.
The healthcare revolution may be closer than most people think.
#Tesla #ElonMusk #AI #Robotics #Technology $TSLA
๐Ÿšจ BREAKING: One day, Optimus + Grok will provide incredible medical care to all the people of Earth. Musk says the combination of Optimus humanoid robots and Grok AI could eventually transform healthcare on a global scale. ๐Ÿค– AI-powered assistance ๐Ÿง  Advanced intelligence ๐ŸŒ Potentially accessible care for billions If this vision becomes reality, the impact of AI and robotics on healthcare could be enormous. #ElonMusk #Grok #Optimus #AI #Robotics $BTC {spot}(BTCUSDT)
๐Ÿšจ BREAKING:

One day, Optimus + Grok will provide incredible medical care to all the people of Earth.

Musk says the combination of Optimus humanoid robots and Grok AI could eventually transform healthcare on a global scale.

๐Ÿค– AI-powered assistance
๐Ÿง  Advanced intelligence
๐ŸŒ Potentially accessible care for billions

If this vision becomes reality, the impact of AI and robotics on healthcare could be enormous.

#ElonMusk #Grok #Optimus #AI #Robotics

$BTC
ยท
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๐Ÿ’ฅ 600% ROBOTICS IPO EXPLOSION FUELS THE NEXT CAPITAL ROTATION INTO $AI NARRATIVE! โšก Traditional finance just witnessed absolute madness as humanoid robotics pioneer Unitree exploded over 600% on debut, vaulting from a $22 listing to a staggering $66 billion market cap. ๐Ÿ“Š That level of institutional bid pressure proves appetite for hardware and artificial intelligence is reaching fever pitch. When equity markets ignite this violently around tech breakouts, smart money historically front-runs the crypto spillover into decentralized robotics and AI assets. ๐ŸŒŠ Capital liquidity always seeks the highest velocity plays on the board. ๐Ÿ’ฌ Is this equity frenzy going to spark the next parabolic wave across AI tokens, or are you waiting for confirmation? ๐Ÿ‘‡ โš ๏ธ Not financial advice. Always manage your risk. ๐Ÿ›ก๏ธ ๐Ÿท๏ธ #AI #Crypto #Robotics #Bullish โšก ๐Ÿ’Ž
๐Ÿ’ฅ 600% ROBOTICS IPO EXPLOSION FUELS THE NEXT CAPITAL ROTATION INTO $AI NARRATIVE! โšก

Traditional finance just witnessed absolute madness as humanoid robotics pioneer Unitree exploded over 600% on debut, vaulting from a $22 listing to a staggering $66 billion market cap. ๐Ÿ“Š That level of institutional bid pressure proves appetite for hardware and artificial intelligence is reaching fever pitch.

When equity markets ignite this violently around tech breakouts, smart money historically front-runs the crypto spillover into decentralized robotics and AI assets. ๐ŸŒŠ Capital liquidity always seeks the highest velocity plays on the board. ๐Ÿ’ฌ Is this equity frenzy going to spark the next parabolic wave across AI tokens, or are you waiting for confirmation? ๐Ÿ‘‡

โš ๏ธ Not financial advice. Always manage your risk. ๐Ÿ›ก๏ธ

๐Ÿท๏ธ #AI #Crypto #Robotics #Bullish

โšก ๐Ÿ’Ž
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Unitree Robotics exploded 629% on its Shanghai STAR Market debut after raising $905M today. China's first mainland humanoid robot IPO. Shares later closed up +487% as peak valuation hit about $53 billion. $FET $RNDR $TAO #Tech #Robotics #Unitree #IPO #Humanoid
Unitree Robotics exploded 629% on its Shanghai STAR Market debut after raising $905M today. China's first mainland humanoid robot IPO. Shares later closed up +487% as peak valuation hit about $53 billion. $FET $RNDR $TAO #Tech #Robotics #Unitree #IPO #Humanoid
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Bullish
๐Ÿค–๐Ÿšจ ROBOTS JUST ENTERED A NEW ERA Chinaโ€™s Unitree surged in its Shanghai trading debut, with demand reportedly reaching around 8,000ร— the shares offered. ๐Ÿ˜ณ๐Ÿ”ฅ Humanoid robots arenโ€™t just futuristic demos anymoreโ€ฆ Investors are betting big on them. ๐Ÿ‘€๐Ÿ“ˆ AI + Robotics = one of the biggest technology stories of 2026. โšก And this may only be the beginningโ€ฆ ๐Ÿš€ $ROBO $NEAR $TAO #Robotics #AI #Technology #INNOVATION #BinanceSquare
๐Ÿค–๐Ÿšจ ROBOTS JUST ENTERED A NEW ERA

Chinaโ€™s Unitree surged in its Shanghai trading debut, with demand reportedly reaching around 8,000ร— the shares offered. ๐Ÿ˜ณ๐Ÿ”ฅ

Humanoid robots arenโ€™t just futuristic demos anymoreโ€ฆ

Investors are betting big on them. ๐Ÿ‘€๐Ÿ“ˆ

AI + Robotics = one of the biggest technology stories of 2026. โšก

And this may only be the beginningโ€ฆ ๐Ÿš€

$ROBO $NEAR $TAO

#Robotics #AI #Technology #INNOVATION #BinanceSquare
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Bearish
#unitreerockets629%onshanghaidebut ๐Ÿšจ UNITREE ROBOTICS DEBUTS WITH A MASSIVE SURGE! ๐Ÿค–๐Ÿ“ˆ Unitree Robotics exploded onto Shanghaiโ€™s STAR Market, opening as much as 629% above its IPO price after raising about $904M. Retail demand was extreme, with the offering reportedly oversubscribed thousands of times. ๐Ÿ’ป The debut highlights huge investor interest in humanoid robotics and AI, but such a sharp opening also raises questions about valuation and whether the momentum can last after the initial frenzy cools. ๐ŸŽฏ TRADING VIEW: SELL ๐Ÿ“‰ After an extreme opening surge, chasing the rally carries high risk. A pullback or profit-taking phase is more likely than another immediate vertical move. โ“ Is this real confidence in robotics or pure IPO hype? "CLICK ON THE BELOW YELLOW COIN TAG TO GO TO DESIRED TRADING PAGE TO GET BENEFIT TRADE"$ACE $TRIA {future}(TRIAUSDT) {spot}(ACEUSDT) #Robotics #AIStocks
#unitreerockets629%onshanghaidebut
๐Ÿšจ UNITREE ROBOTICS DEBUTS WITH A MASSIVE SURGE! ๐Ÿค–๐Ÿ“ˆ
Unitree Robotics exploded onto Shanghaiโ€™s STAR Market, opening as much as 629% above its IPO price after raising about $904M. Retail demand was extreme, with the offering reportedly oversubscribed thousands of times.
๐Ÿ’ป The debut highlights huge investor interest in humanoid robotics and AI, but such a sharp opening also raises questions about valuation and whether the momentum can last after the initial frenzy cools.

๐ŸŽฏ TRADING VIEW: SELL ๐Ÿ“‰
After an extreme opening surge, chasing the rally carries high risk. A pullback or profit-taking phase is more likely than another immediate vertical move.

โ“ Is this real confidence in robotics or pure IPO hype? "CLICK ON THE BELOW YELLOW COIN TAG TO GO TO DESIRED TRADING PAGE TO GET BENEFIT TRADE"$ACE $TRIA
#Robotics #AIStocks
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#UnitreeRockets629%OnShanghaiDebut #Unitree #Robotics ๐Ÿค– Unitree Robotics just delivered a massive Shanghai debut. $ACE ,$TRIA ,$BTW {future}(BTWUSDT) {future}(TRIAUSDT) {spot}(ACEUSDT) The humanoid and quadruped robot maker opened as much as 629% above its IPO price, after raising 6.1 billion yuan (~$904M) at 150.8 yuan per share. The demand was equally impressive: ๐Ÿš€ Retail investors oversubscribed the offering thousands of times ๐Ÿญ Unitree delivered roughly 18,000 robots ๐Ÿ’ฐ 2025 revenue reached 1.7B yuan ๐Ÿ“ˆ Market value briefly surged toward $60B The listing gives investors one of the clearest public-market signals yet for the growing humanoid robotics sector. For traders, the big question is whether this enthusiasm reflects genuine confidence in roboticsโ€”or simply scarce supply meeting huge demand. Can Unitree maintain its momentum after the IPO frenzy cools? #AI #ChinaStocks #Trading
#UnitreeRockets629%OnShanghaiDebut
#Unitree #Robotics
๐Ÿค– Unitree Robotics just delivered a massive Shanghai debut.
$ACE ,$TRIA ,$BTW
The humanoid and quadruped robot maker opened as much as 629% above its IPO price, after raising 6.1 billion yuan (~$904M) at 150.8 yuan per share.

The demand was equally impressive:
๐Ÿš€ Retail investors oversubscribed the offering thousands of times
๐Ÿญ Unitree delivered roughly 18,000 robots
๐Ÿ’ฐ 2025 revenue reached 1.7B yuan
๐Ÿ“ˆ Market value briefly surged toward $60B

The listing gives investors one of the clearest public-market signals yet for the growing humanoid robotics sector.
For traders, the big question is whether this enthusiasm reflects genuine confidence in roboticsโ€”or simply scarce supply meeting huge demand.

Can Unitree maintain its momentum after the IPO frenzy cools?
#AI #ChinaStocks #Trading
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Verified
๐Ÿšจ UNITREE JUST ENTERED THE PERPETUAL FUTURES ARENA. ๐Ÿ”ฅ And this one is WAY more interesting than just another ticker. ๐Ÿ‘€ Binance just launched UNITREEUSDT, a perpetual contract linked to Unitree Technology, the robotics company known for its humanoid and quadruped robots. ๐Ÿค– But here's the part I think deserves attention: Why Unitree? Robotics + AI + automation has become one of the biggest technology narratives, and Unitree sits right in the middle of that conversation. Binance's new contract gives traders a way to track market expectations around the company through a USDT-settled perpetual instrument rather than owning the underlying shares. So what are we actually watching? โ†’ The robotics narrative โ†’ Unitree's upcoming public-market story โ†’ How the market prices its expectations โ†’ Volume and volatility after launch โ†’ Whether the chart confirms the hype And that's where things get interesting. A new listing doesn't automatically mean bullish. The narrative gets attention. The chart tells us whether the market agrees. I'll be watching UNITREEUSDT from the perspective of market structure, volume and price action rather than throwing out another lazy "BUY/SELL" call. New project. New narrative. Let's see what the market actually does. {future}(UNITREEUSDT) #Binance #Unitree #Robotics #AI #crypto
๐Ÿšจ UNITREE JUST ENTERED THE PERPETUAL FUTURES ARENA. ๐Ÿ”ฅ

And this one is WAY more interesting than just another ticker. ๐Ÿ‘€
Binance just launched UNITREEUSDT, a perpetual contract linked to Unitree Technology, the robotics company known for its humanoid and quadruped robots. ๐Ÿค–

But here's the part I think deserves attention:

Why Unitree?
Robotics + AI + automation has become one of the biggest technology narratives, and Unitree sits right in the middle of that conversation.
Binance's new contract gives traders a way to track market expectations around the company through a USDT-settled perpetual instrument rather than owning the underlying shares.

So what are we actually watching?
โ†’ The robotics narrative
โ†’ Unitree's upcoming public-market story
โ†’ How the market prices its expectations
โ†’ Volume and volatility after launch
โ†’ Whether the chart confirms the hype
And that's where things get interesting.
A new listing doesn't automatically mean bullish.
The narrative gets attention.
The chart tells us whether the market agrees.

I'll be watching UNITREEUSDT from the perspective of market structure, volume and price action rather than throwing out another lazy "BUY/SELL" call.
New project. New narrative. Let's see what the market actually does.


#Binance #Unitree #Robotics #AI #crypto
๐Ÿšจ HUMANOID ROBOT DEMAND EXPLODES AS YUTREE HITS $53B AND $NVDA BACKS NEXT IPO! ๐Ÿ’ฅ Public markets are pricing in the robotics narrative at unprecedented valuations after Yutree Technology smashed open the floodgates with a massive $53.3 billion market cap on day one. ๐Ÿ“Š Institutions are hungry for pure-play hardware AI exposure, and smart capital is already positioning ahead of Agility Robotics' upcoming Q4 debut at a $2.5 billion valuation backed by Nvidia and Amazon. โšก ๐Ÿ” When tradfi capital pours this aggressively into robotics infrastructure, the spillover liquidity into AI-driven tech protocols is bound to hit next. ๐Ÿ’ก Order flow favors the early movers who capture these macro narrative shifts before retail catches on. ๐Ÿ’ฌ How heavily are you allocating into AI and robotics tech before Q4 institutional capital hits the order books? ๐Ÿ‘‡ โš ๏ธ Not financial advice. Always manage your risk. ๐Ÿ›ก๏ธ ๐Ÿท๏ธ #NVDA #Robotics #AI #Tech #Crypto ๐Ÿ”ฅ ๐Ÿ’Ž
๐Ÿšจ HUMANOID ROBOT DEMAND EXPLODES AS YUTREE HITS $53B AND $NVDA BACKS NEXT IPO! ๐Ÿ’ฅ

Public markets are pricing in the robotics narrative at unprecedented valuations after Yutree Technology smashed open the floodgates with a massive $53.3 billion market cap on day one. ๐Ÿ“Š Institutions are hungry for pure-play hardware AI exposure, and smart capital is already positioning ahead of Agility Robotics' upcoming Q4 debut at a $2.5 billion valuation backed by Nvidia and Amazon. โšก

๐Ÿ” When tradfi capital pours this aggressively into robotics infrastructure, the spillover liquidity into AI-driven tech protocols is bound to hit next. ๐Ÿ’ก Order flow favors the early movers who capture these macro narrative shifts before retail catches on. ๐Ÿ’ฌ How heavily are you allocating into AI and robotics tech before Q4 institutional capital hits the order books? ๐Ÿ‘‡

โš ๏ธ Not financial advice. Always manage your risk. ๐Ÿ›ก๏ธ

๐Ÿท๏ธ #NVDA #Robotics #AI #Tech #Crypto

๐Ÿ”ฅ ๐Ÿ’Ž
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๐Ÿšจ HUMANOID ROBOT LEADER IPO SEES 3.4X GREY MARKET PREMIUM BEFORE LISTING $AI ๐Ÿ’ฅ Scarcity is driving extreme market behavior for Yushu Technology's upcoming IPO. ๐Ÿฆˆ With only 12,900 winning allotment allocations floating around, informal grey market bids are surging to 520 RMB per share, printing a massive 3.45x markup over the 150.80 RMB issue price. Off-market buyers are aggressively hunting shares on secondary trading boards, driven by heavy appetite for high-conviction robotics plays. ๐Ÿ“Š However, institutional market participants warn that these informal verbal handshake deals carry immense legal and execution risks with zero contract protection. ๐Ÿ’ก Demand for next-gen sector leaders is clearly off the charts, but unhedged OTC shadow trades rarely favor retail when settlements clear. ๐Ÿ’ฌ Would you take off-market counterparty risk to front-run an explosive tech listing, or wait for official exchange discovery? ๐Ÿ‘‡ โš ๏ธ Not financial advice. Always manage your risk. ๐Ÿ›ก๏ธ ๐Ÿท๏ธ #AI #Robotics #IPO #MarketAnalysis #Tech ๐Ÿ”ฅ ๐Ÿ’Ž
๐Ÿšจ HUMANOID ROBOT LEADER IPO SEES 3.4X GREY MARKET PREMIUM BEFORE LISTING $AI ๐Ÿ’ฅ

Scarcity is driving extreme market behavior for Yushu Technology's upcoming IPO. ๐Ÿฆˆ With only 12,900 winning allotment allocations floating around, informal grey market bids are surging to 520 RMB per share, printing a massive 3.45x markup over the 150.80 RMB issue price.

Off-market buyers are aggressively hunting shares on secondary trading boards, driven by heavy appetite for high-conviction robotics plays. ๐Ÿ“Š However, institutional market participants warn that these informal verbal handshake deals carry immense legal and execution risks with zero contract protection.

๐Ÿ’ก Demand for next-gen sector leaders is clearly off the charts, but unhedged OTC shadow trades rarely favor retail when settlements clear. ๐Ÿ’ฌ Would you take off-market counterparty risk to front-run an explosive tech listing, or wait for official exchange discovery? ๐Ÿ‘‡

โš ๏ธ Not financial advice. Always manage your risk. ๐Ÿ›ก๏ธ

๐Ÿท๏ธ #AI #Robotics #IPO #MarketAnalysis #Tech

๐Ÿ”ฅ ๐Ÿ’Ž
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Article
AI TRENDS | Tau Robotics Launches Humanoid Robot Cleaning Service in San FranciscoTau Robotics has launched a home cleaning service operated by humanoid robots in San Francisco, offering the service to a select group of applicants at a rate of $30 per hour. According to Sina Finance, the company announced that the service is currently available to a screened group in the city, marking a significant step in robotic home automation. The CEO and co-founder of Tau Robotics, Alex Koch, explained that one of the primary goals of this launch is to make home cleaning more accessible to consumers through advanced robotics technology. He emphasized that the companyโ€™s first users are part of a carefully screened group, allowing Tau Robotics to gather feedback and refine the service. This move highlights the growing adoption of humanoid robots in everyday tasks, especially in densely populated urban environments like San Francisco. It also reflects the increasing interest in integrating robotics into routine household chores, potentially transforming the landscape of domestic labor. More details are available in the official Binance Square post. #Robotics #HomeAutomation #HumanoidRobots

AI TRENDS | Tau Robotics Launches Humanoid Robot Cleaning Service in San Francisco

Tau Robotics has launched a home cleaning service operated by humanoid robots in San Francisco, offering the service to a select group of applicants at a rate of $30 per hour. According to Sina Finance, the company announced that the service is currently available to a screened group in the city, marking a significant step in robotic home automation.
The CEO and co-founder of Tau Robotics, Alex Koch, explained that one of the primary goals of this launch is to make home cleaning more accessible to consumers through advanced robotics technology. He emphasized that the companyโ€™s first users are part of a carefully screened group, allowing Tau Robotics to gather feedback and refine the service.
This move highlights the growing adoption of humanoid robots in everyday tasks, especially in densely populated urban environments like San Francisco. It also reflects the increasing interest in integrating robotics into routine household chores, potentially transforming the landscape of domestic labor.
More details are available in the official Binance Square post. #Robotics #HomeAutomation #HumanoidRobots
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