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
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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
Deep Reinforcement Learning
Deep, unable to return to the ocean, also cannot stand on land anymore.The latest episode OF THE BOYS #TheDeep #TheBoys #Edit #chacecrawford #tiktoktvfilmcontest
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Deep, unable to return to the ocean, also cannot stand on land anymore.The latest episode OF THE BOYS #TheDeep #TheBoys #Edit #chacecrawford #tiktoktvfilmcontest
TikToklindaer.6
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Deeplivecam, deep live cam install, deepfake tutorial, real-time deepfake #deeplivecam #deepfake
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Deeplivecam, deep live cam install, deepfake tutorial, real-time deepfake #deeplivecam #deepfake
YouTubeDEEPFACELIVE
854 views9 months ago
Very realistic Tom Cruise Deepfake | AI Tom Cruise
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Very realistic Tom Cruise Deepfake | AI Tom Cruise
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reinforcement learning is incredible
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reinforcement learning is incredible
x.comkache
63.8K views2 months ago
@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.
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@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.
x.comMario Nawfal
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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.
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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
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Reinforcement Learning Tutorial
Reinforcement Learning in 3 Hours | Full Course using Python
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reinforcement learning is incredible
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reinforcement learning is incredible
63.8K views2 months ago
x.comkache
@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.
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 views1 week ago
x.comMario Nawfal
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
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.
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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 views1 month ago
x.comSpace and Technology
Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in Real Time Using Reinforcement Learning
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Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in Real Time Using Reinforcement Learning
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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!
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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!
608.5K views2 months ago
x.comRAI Institute
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.”
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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
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@elonmusk exposes the critical flaw in ChatGPT and other major AI models: Human Reinforcement Learning 👇
1.5M views2 months ago
x.comMarcel Velica
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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
0:33
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
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We still feared our teachers in 8th grade. These comments reinforce to me that we had a better learning environment.
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x.comTugboatPhil
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🤯 big update to our flow map language models paper! we believe this is the future of non-autoregressive text generation.read about it in the blog: https://t.co/DfBXrYmJc8full details in the paper: https://t.co/coiNXj4ucCwe introduce a new class of continuous flow-based language models and distill them into their corresponding flow map for one-step text generation.we beat all discrete diffusion baselines at ~8x speed!v2 gives a complete theory of the flow map over discrete data, with three equiv
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x.comNicholas Boffi
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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.
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x.comEren Chen
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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
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x.comKevin Hartnett
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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
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x.comShalini Goyal
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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.”
1.3K views1 month ago
x.comElonogy
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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 →
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x.comVaidehi
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"we were keepers of a secret"Demis Hassabis @demishassabis, CEO of Google DeepMind, says early DeepMind had a hidden edge: deep learning, reinforcement learning, GPUs, and neuroscience all clicking together before the rest of the field caught on."we would fail in an original way if it didn't work"
1.8K views1 month ago
x.comAI:AM
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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 views5 days ago
x.comRob Wiblin
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