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Extremely impressive engineering work, but some details in this story are missing (teacher model, RL specifics)

Extremely impressive engineering work, but some details in this story are missing (teacher model, RL specifics)

We're in a race. It's not USA vs China but humans and AGIs vs ape power centralization. @deepseek_ai stan #1, 2023–Deep Time «C’est la guerre.» ®1

avatar for Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)
Thu Nov 27 07:48:26
RT @vkhosla: The team you build is the company you build, so getting the DNA right early on is critical. I wrote a three part series on how…

RT @vkhosla: The team you build is the company you build, so getting the DNA right early on is critical. I wrote a three part series on how…

Building @SakanaAILabs 🧠

avatar for hardmaru
hardmaru
Thu Nov 27 07:47:50
🌹兄弟们,又来福利了

🐑 薅羊毛...

Google  Gemini Enterprise,现在可免费试用一个月

无需绑定信用卡
登录即可免费领取一个月
可免费使用Gemini 3和 Nano Banana Pro
还有 Veo 3 和 深度研究也免费

🌹兄弟们,又来福利了 🐑 薅羊毛... Google Gemini Enterprise,现在可免费试用一个月 无需绑定信用卡 登录即可免费领取一个月 可免费使用Gemini 3和 Nano Banana Pro 还有 Veo 3 和 深度研究也免费

点击链接: https://t.co/0k2vbWhk2d 选择商务版,用 Google 账号登录即可

avatar for 小互
小互
Thu Nov 27 07:47:14
Resolution Where It Counts: Hash-based GPU-Accelerated 3D Reconstruction via Variance-Adaptive Voxel Grids

Contributions:
• A variance-adaptive voxel grid that adjusts resolution based on local TSDF variance. This preserves fine detail and reduces memory in uniform areas. We extend Marching Cubes to support seamless meshing across resolution boundaries.

• A flat hash table structure that manages mixed-resolution voxel blocks without hierarchical overhead, enabling efficient GPU integration and access.

• A fully parallel GPU-based quad-tree for controlling the spatial distribution of Gaussians for novel view synthesis. This allows adaptive splat density without CPU-GPU streaming.

• An open-source CUDA/C++ implementation supporting real-time reconstruction and rendering, designed for extensibility and community use.

Resolution Where It Counts: Hash-based GPU-Accelerated 3D Reconstruction via Variance-Adaptive Voxel Grids Contributions: • A variance-adaptive voxel grid that adjusts resolution based on local TSDF variance. This preserves fine detail and reduces memory in uniform areas. We extend Marching Cubes to support seamless meshing across resolution boundaries. • A flat hash table structure that manages mixed-resolution voxel blocks without hierarchical overhead, enabling efficient GPU integration and access. • A fully parallel GPU-based quad-tree for controlling the spatial distribution of Gaussians for novel view synthesis. This allows adaptive splat density without CPU-GPU streaming. • An open-source CUDA/C++ implementation supporting real-time reconstruction and rendering, designed for extensibility and community use.

Paper: https://t.co/V3a3Wtca6F Project: https://t.co/1Jq3S3lK5p

avatar for MrNeRF
MrNeRF
Thu Nov 27 07:39:29
🇨🇳 Saw my first actually useful robot

You know those toll way machines and you're always too far off the machine and have to hang out the window to pay, or you're too close and your wheel hits the side

In Beijing they have a robot arm for it

Although to be fair in Europe we just have a sensor we glue to the windshield and it auto charges your bank via IBAN

So maybe not so useful

But it looks cool!

🇨🇳 Saw my first actually useful robot You know those toll way machines and you're always too far off the machine and have to hang out the window to pay, or you're too close and your wheel hits the side In Beijing they have a robot arm for it Although to be fair in Europe we just have a sensor we glue to the windshield and it auto charges your bank via IBAN So maybe not so useful But it looks cool!

🇪🇺https://t.co/NdorAWrhrB @euacc 📸https://t.co/lAyoqmT9Hv $125K/m 🏡https://t.co/1oqUgfDEsx $40K/m 🛰https://t.co/ZHSvI2wRou $38K/m 🌍https://t.co/UXK5AFra0o $16K/m 👙https://t.co/RyXpqGvdBB $14K/m 💾https://t.co/M1hEUBB6da $6K/m

avatar for @levelsio
@levelsio
Thu Nov 27 07:36:51
Report is worth some careful reading (over a turkey?) for all the intermediary experiments, even reproducible with smaller models.

https://t.co/p9nmK65bdF

Report is worth some careful reading (over a turkey?) for all the intermediary experiments, even reproducible with smaller models. https://t.co/p9nmK65bdF

Artisanal baker of reasoning models @pleiasfr

avatar for Alexander Doria
Alexander Doria
Thu Nov 27 07:36:14
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