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Bot News
39 posts
Bot News
@BotNewsAI
latest news and research in robotics and AI
Katılım Kasım 2025
42 Takip Edilen23 Takipçiler
MuJoCo + 模倣学習 + 強化学習で得た歩容ポリシーを使って、AIが主導するリアルロボットの歩行を確認した
ここからは「安定で自然に歩かせるか」のフェーズ
Claude Code + 歩行制御MCPサーバーで、パラメータ調整・ログ分析のループを回して歩容の改善を自動化・省力化していく
#Meridian計画
holypong@automo_emo
Claude Codeと「歩行制御MCPサーバー」を使ってパラメータ調整した歩容を模倣学習させるのに成功 MuJoCo + rsl-rl を使って、模倣学習と強化学習の比率を3:1で実行 前進させるための報酬設計も効いている このポリシーなら実機でも歩行できるだろう #Meridian計画 #MuJoCo #Claude
日本語
Bot News@BotNewsAI
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The @DeptofWar is continuing to scale the use of AI to the warfighter, cutting through tedious tasks so they can focus on what matters most. GenAI.mil’s successful launch shows how AI is rapidly transforming readiness, accelerating speed, and augmenting warfighter decision‑making.
GenAI.mil Update:
✅ 1.3+ Million Unique Users
✅57+ Million Unique Prompts
✅6.9+ Million Documents Uploaded
✅870,000+ AI Agent Sessions
America's military is AI DOMINANT 🇺🇸
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👁️The most dangerous AI failure in the DoW will not look like a hallucination.
👁️It will look formal, defensible, and audit-ready.
👁️Then it will be approved, inherited, and believed.
👁️I call that pathway the Reliability Kill Chain
👁️Why "human in the loop" is not enough:
Bot News@BotNewsAI
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Medra is building the future of science. Made in America. 🇺🇸
Michelle Lee@michellearning
The next industrial revolution isn’t software. It’s science.
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Celebrating National Robotics Week and the role robotics will play in the Genesis Mission. With 14 projects focused on intelligent labs and autonomous controls, we are exploring how robotics and AI can work together to accelerate discovery across fields.
📷: @BerkeleyLab
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@WHOSTP47 @mkratsios47 @RuthlessPodcast @POTUS @ComfortablySmug @MichaelDuncan All the best topics, bring them over to robotics too we need to open those conversations faster than production. @mkratsios47
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Director @mkratsios47 joined @RuthlessPodcast to discuss the White House’s national AI legislative framework.
@POTUS’s approach to AI
➡️Empowers Parents
➡️Protects Communities
➡️Supports Creators
➡️Strengthens Free Speech
@ComfortablySmug @MichaelDuncan
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@BotNewsAI Yea 50:1 in some orgs. But others haven't changed at all
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Plenty of my Meta friends told me folks have been building bots that just run in a loop burning tokens as fast as they can due to this policy.
It's an absolutely stupid policy and is similar to how Meta uses LoC to measure eng output. Managers are supposed to use it as a proxy and dig in to understand work complexity, but plenty of managers are lazy and just don't.
Cristina Cordova@cjc
Ranking engineers by token spend is like me ranking my marketing team by who spent the most money. We may not have hit our KPIs, but Joe spent $200k on a branded blimp that only flies over his own house, so he’s getting promoted to VP! Don't mistake a high burn rate for a high success rate.
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🚨 The biggest shift in robotics isn’t “can the robot move?” — it’s “does the robot actually understand what happens next when it does?”
We’ve gotten really good at action generation.
Now the hard part is modeling secondary consequences, support relationships, causal effects, and cluttered real-world dynamics.
My new long-form piece dives deep into why single-latent world models are starting to hit walls — and explores the next wave: specialized static/dynamic/counterfactual latents, support graphs, insights from V-JEPA 2, LeWorldModel, and more.
Full article here 👇
What’s your take
is one compressed latent still enough for real embodied AI, or do we need more internal structure?
#Robotics #AI #EmbodiedAI #WorldModels #JEPA
Bot News@BotNewsAI
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You can run, but you can’t hide…
Vanilla UAS has:
⏱️ 8‑day operational endurance without refueling
📦 150‑lb payload capacity
📡 Persistent ISR capabilities
Achieving PEACE THROUGH STRENGTH with eyes in the sky 🇺🇸
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While the press fights over quantum and nuclear sections…
…the real story is buried on page 35 of the DOE’s new $293M Genesis Mission RFA.
Advanced Robotics for Dynamic Laboratory Environments + US CTO touring @physical_int and @medra_ai the exact same week.
This alignment is no coincidence.
Bookmark this now if you care about embodied AI or scientific automation 👇
Bot News@BotNewsAI
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@NianticSpatial We respect what you guys are doing and covered it a while ago here:
x.com/botnewsai/stat…
Bot News@BotNewsAI
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Last week we announced our partnership with Coco Robotics — an important step in building the spatial infrastructure that general-purpose robots need to operate in the real world.
Our Head of Strategic Partnerships, Kit Gilbert, has written about why that matters: why urban environments are such a hard problem, why geospatial intelligence is becoming a horizontal layer in the robotics stack, and why robots need a map as real as the world they inhabit.
Read the full post 👇
hubs.ly/Q047msWK0
#NianticSpatial #CocoRobotics #Robotics #GeospatialAI #AI #PhysicalAI #VPS
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