Reinforcement learning research often depends on static benchmarks and obscure leaderboards.But real evaluation happens inside environments, with specific tools, prompts, constraints, and workflows.Today, we’re launching the Turing RL Environments Evaluation Platform.Researchers now have direct, real time access to:-The exact production RL environments used in evaluation -Full tool inventories and prompt transparency -Explicit QA rubrics and scoring criteria -Live, harness-integrated leaderboard
0:30
x.comTuring
Reinforcement learning research often depends on static benchmarks and obscure leaderboards.But real evaluation happens inside environments, with specific tools, prompts,
Turing (@turingcom). 94 likes. Reinforcement learning research often depends on static benchmarks and obscure leaderboards.But real evaluation happens inside environments, with specific tools, prompts, constraints, and workflows.Today, we’re launching the Turing RL Environments Evaluation Platform.Researchers now have direct, real time access ...
69.5K views1 month ago
Shorts
It was great to see our name amongst the other “AI Native” companies during @Nvidia’s #GTC keynote. NVIDIA Isaac™ Lab helps us train reinforcement learning policies that enable the UMV to drive, jump, flip, and hop like a pro!
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609.5K views
It was great to see our name amongst the other “AI Native” companies during @Nvidia’s
RAI Institute
Yoshua Bengio thinks reinforcement learning is evil.And so long as we use it, AIs will continue to develop unintended and undesired drives that they hide from us.(In the full interview below he proposes an alternative LLM architecture to fix the problem.) @Yoshua_Bengio
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803 views
Yoshua Bengio thinks reinforcement learning is evil.And so long as we use
Rob Wiblin
Deep Reinforcement Learning
the deep/octopus edit | song:Gucci Flip Flops x Careless Whisper #theboys #thedeep #edit #fyp #viral
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Valhalla Calling — Full Song & Viking Music Highlights
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cleaning renovasi masjid extream berdebu semua masjid tidak hanya kami bersihkan dan renovasi, berkah Do’a kalian, kami juga berusaha memakmurkan dengan cara mengisi pengajian membaca Alquran dan melaksanakan sholat-sholat sunnah di dalam masjid, #cleanermasjid
TikTokcleanermasjid
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Top videos
Force yourself to stay in direct, brutal, ego-free contact with reality.Learn from it as fast and accurately as possible like a well-designed reinforcement learning system.That’s why Elon keeps hammering low ego, high responsibility, and “just do the work.”It’s not moral advice. It’s an engineering principle for not breaking your own learning loop.
1:40
Force yourself to stay in direct, brutal, ego-free contact with reality.Learn from it as fast and accurately as possible like a well-designed reinforcement learning system.That’s why Elon keeps hammering low ego, high responsibility, and “just do the work.”It’s not moral advice. It’s an engineering principle for not breaking your own learning loop.
x.comLacey
1.8K views1 month ago
reinforcement learning is incredible
0:17
reinforcement learning is incredible
x.comkache
63.9K views2 months ago
Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in Real Time Using Reinforcement Learning
2:04
Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in Real Time Using Reinforcement Learning
x.comTaraBull
91.9K views1 month ago
Force yourself to stay in direct, brutal, ego-free contact with reality.Learn from it as fast and accurately as possible like a well-designed reinforcement learning system.That’s why Elon keeps hammering low ego, high responsibility, and “just do the work.”It’s not moral advice. It’s an engineering principle for not breaking your own learning loop.
1:40
Force yourself to stay in direct, brutal, ego-free contact with reality.Learn from it as fast and accurately as possible like a well-designed reinforcement learning system.That’s why Elon keeps hammering low ego, high responsibility, and “just do the work.”It’s not moral advice. It’s an engineering principle for not breaking your own learning loop.
1.8K views1 month ago
x.comLacey
reinforcement learning is incredible
0:17
reinforcement learning is incredible
63.9K views2 months ago
x.comkache
Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in Real Time Using Reinforcement Learning
2:04
Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in Real Time Using Reinforcement Learning
91.9K views1 month ago
x.comTaraBull
It was great to see our name amongst the other “AI Native” companies during @Nvidia’s #GTC keynote. NVIDIA Isaac™ Lab helps us train reinforcement learning policies that enable the UMV to drive, jump, flip, and hop like a pro!
1:05
It was great to see our name amongst the other “AI Native” companies during @Nvidia’s #GTC keynote. NVIDIA Isaac™ Lab helps us train reinforcement learning policies that enable the UMV to drive, jump, flip, and hop like a pro!
609.5K views2 months ago
x.comRAI Institute
Yoshua Bengio thinks reinforcement learning is evil.And so long as we use it, AIs will continue to develop unintended and undesired drives that they hide from us.(In the full interview below he proposes an alternative LLM architecture to fix the problem.) @Yoshua_Bengio
0:46
Yoshua Bengio thinks reinforcement learning is evil.And so long as we use it, AIs will continue to develop unintended and undesired drives that they hide from us.(In the full interview below he proposes an alternative LLM architecture to fix the problem.) @Yoshua_Bengio
803 views1 week ago
x.comRob Wiblin
A Switzerland-based startup Flexion has created a robotic brain that helps the Unitree G1 move smoothly and work on its own.It uses reinforcement learning, where the robot trains in simulations to learn walking, balancing, and picking objects.In tests, it cleaned a space by finding and placing items in a basket without human help.
0:47
A Switzerland-based startup Flexion has created a robotic brain that helps the Unitree G1 move smoothly and work on its own.It uses reinforcement learning, where the robot trains in simulations to learn walking, balancing, and picking objects.In tests, it cleaned a space by finding and placing items in a basket without human help.
17.5K views2 months ago
x.comSpace and Technology
Machine Learning looks complicated… until you see how everything connects.This mindmap breaks it down from raw data → models → deployment → real-world impact.Here’s how the full ML ecosystem actually works 👇• Data Fundamentals → Understanding structured/unstructured data, features, labels, and splits• Data Preprocessing → Cleaning, encoding, scaling, and handling missing values before modeling• EDA → Visualizing patterns, correlations, and distributions to guide decisions• Feature Engineering →
0:03
Machine Learning looks complicated… until you see how everything connects.This mindmap breaks it down from raw data → models → deployment → real-world impact.Here’s how the full ML ecosystem actually works 👇• Data Fundamentals → Understanding structured/unstructured data, features, labels, and splits• Data Preprocessing → Cleaning, encoding, scaling, and handling missing values before modeling• EDA → Visualizing patterns, correlations, and distributions to guide decisions• Feature Engineering →
3.9K views1 month ago
x.comVaidehi
0:25
Toyota unveiled its basketball-playing robot CUE7, designed to catch and shoot with high accuracy.Instead of being preprogrammed, it learns shooting through AI and real experience.Using reinforcement learning, its performance improves over time with training.
6.4K views1 month ago
x.comSpace and Technology
0:30
CHINESE CRYPTO TRADER POSTED A NEURAL NETWORK VISUALIZATION ON TIKTOK AND ACCIDENTALLY SHOWED THE SYSTEM MAKING HIS POLYMARKET TRADES FOR HIM IN REAL TIMEBlue connection lines everywhere, hidden layers stacked vertically, neurons firing across the screen and a tiny label in the middle that most people ignored on the first watch - “Bitcoin XVIII”.He framed the video like a normal AI experiment. Virtual aquarium simulation. Reinforcement learning. “Teaching the network survival behavior.” That was
2.2M views2 weeks ago
x.comSprytix
2:25
Reading this morning about the at times angry response of the @leanprover Mathlib community to @mathematics_inc's sphere packing formalization, I'm reminded of something Tao said on @dwarkesh_sp recently."I think in the future, there will be entire professions of mathematicians who might take a giant Lean-generated proof and do some ablation on it, trying to remove parts of it and find more elegant ways. They might get other AIs to do some reinforcement learning to make the proof more elegant, a
35.3K views2 months ago
x.comKevin Hartnett
2:05
We still feared our teachers in 8th grade. These comments reinforce to me that we had a better learning environment.
785.5K views2 weeks ago
x.comTugboatPhil
0:33
@elonmusk exposes the critical flaw in ChatGPT and other major AI models: Human Reinforcement Learning 👇
1.5M views2 months ago
x.comMarcel Velica
0:18
Another robot-caused human injury has occurred with G1.With existing reinforcement learning policies, their robot is trained to do whatever it takes to stand up after a fall. During that recovery attempt, it kicked someone in the nose, causing heavy bleeding and a possible fracture.This should be treated as a high-priority safety issue for Unitree to fix.
92.9K views3 months ago
x.comEren Chen
0:14
@Grok Build coded Space Invaders from scratch, then trained a separate AI to master it using reinforcement learning.1,000 updates. Fully functional gameplay.It didn't need instructions. It simply learned.
26.2K views2 weeks ago
x.comMario Nawfal
0:03
Branches of Artificial IntelligenceArtificial Intelligence is a vast field that integrates logic, learning, perception, and automation to replicate human-like intelligence in machines.Each branch plays a unique role - from enabling learning and reasoning to creating systems that can see, speak, and make decisions autonomously.- AI: Forms the base of intelligent systems capable of learning, reasoning, and acting like humans.- Machine Learning: Enables systems to learn from data and improve decisi
2.6K views2 months ago
x.comShalini Goyal
0:33
Elon Musk on How AI Is Being Trained to Lie:“They have what’s called human reinforcement learning, which is another way of saying that they have a whole bunch of people that look at the output of GPT-4 and then say whether that’s okay or not okay. And so, essentially, what’s happening is they’re training the AI to lie.To lie and to either comment on some things, not comment on other things, but not say what the data actually demands.”
7.4K views2 months ago
x.comMars University
0:01
Great memories in ICLR 2026.1️⃣ Keynote talk at the Workshop on Logic Reasoning of LLMsI gave a talk titled “Grounded LLM Reasoning”, CoT reasoning is still too free-form, it needs to be grounded in causal signals, task outcomes, and world dynamics:1. Reasoning ≠ UnderstandingMeasuring whether reasoning steps are causally sufficient (contributing completeness), and necessary (reducing redundancy) for the final outcome2. Using causal measurements and language descriptions for self-distillation to
4.6K views1 month ago
x.comMengyue Yang
0:33
Elon Musk on How AI Is Being Trained to Lie:“They have what’s called human reinforcement learning, which is another way of saying that they have a whole bunch of people that look at the output of GPT-4 and then say whether that’s okay or not okay. And so, essentially, what’s happening is they’re training the AI to lie.To lie and to either comment on some things, not comment on other things, but not say what the data actually demands.”
2K views1 month ago
x.comElonogy
0:48
Strat: A sub-$400, autonomous bipedal robot powered by Reinforcement Learning and a thermal-aware AI brain. First it learned how to walk in MuJoCo
156 views2 months ago
x.comStratrobotics
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Short videos

0:30
Reinforcement learning research often depends on static benchmarks and
69.5K views1 month ago
x.comTuring
1:40
Force yourself to stay in direct, brutal, ego-free contact with reality.Learn from it as fast and
1.8K views1 month ago
x.comLacey
0:17
reinforcement learning is incredible
63.9K views2 months ago
x.comkache
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Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in
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x.comTaraBull
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It was great to see our name amongst the other “AI Native” companies during @Nvidia’s
609.5K views2 months ago
x.comRAI Institute
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Yoshua Bengio thinks reinforcement learning is evil.And so long as we use it,
803 views1 week ago
x.comRob Wiblin
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A Switzerland-based startup Flexion has created a robotic brain that helps the Unitree G1
17.5K views2 months ago
x.comSpace and Technology
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Machine Learning looks complicated… until you see how everything connects.This
3.9K views1 month ago
x.comVaidehi
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Toyota unveiled its basketball-playing robot CUE7, designed to catch and shoot with high
6.4K views1 month ago
x.comSpace and Technology
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CHINESE CRYPTO TRADER POSTED A NEURAL NETWORK VISUALIZATION
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x.comSprytix
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Reading this morning about the at times angry response of the @leanprover Mathlib
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x.comKevin Hartnett
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We still feared our teachers in 8th grade. These comments reinforce to me that we had a
785.5K views2 weeks ago
x.comTugboatPhil
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@elonmusk exposes the critical flaw in ChatGPT and other major AI models: Human
1.5M views2 months ago
x.comMarcel Velica
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Another robot-caused human injury has occurred with G1.With existing reinforcement
92.9K views3 months ago
x.comEren Chen
0:14
@Grok Build coded Space Invaders from scratch, then trained a separate AI to master
26.2K views2 weeks ago
x.comMario Nawfal
0:03
Branches of Artificial IntelligenceArtificial Intelligence is a vast field that integrates
2.6K views2 months ago
x.comShalini Goyal
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Elon Musk on How AI Is Being Trained to Lie:“They have what’s called human
7.4K views2 months ago
x.comMars University
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Great memories in ICLR 2026.1️⃣ Keynote talk at the Workshop on Logic Reasoning
4.6K views1 month ago
x.comMengyue Yang
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Elon Musk on How AI Is Being Trained to Lie:“They have what’s called human
2K views1 month ago
x.comElonogy
0:48
Strat: A sub-$400, autonomous bipedal robot powered by Reinforcement Learning and a
156 views2 months ago
x.comStratrobotics
Static thumbnail place holder