Mahmud Asrul

@_hooman6 masih adaa gaa kak

@neppy When I became a more serious investor I realized most businesses are actual -EV (expected value) in energy and real term costs. You can outperform most businesses by holding Gold

btw this is my plan for 2026

I used AI to recut the Succession intro with the newly released Jeffery Epstein photos. This probably shouldn’t exist, but now it does.

we started filamen.com with one simple goal: help indonesia’s manufacturing industry grow through 3D printing too many great product ideas die at the design stage because designers and manufacturers are too far apart. we’re here to close that gap we’ve been cooking something massive and can’t wait to ship it in early 2026

The entire robotics industry is about to compress a decade of progress into 18 months, and nobody’s pricing it in. The hardware has been ready for years. Boston Dynamics had Atlas doing backflips in 2018. The bottleneck was never motors or actuators. It was that every robot behavior had to be hand-coded. Pick up a box? That’s one program. Pick up a bottle? Different program. Move the box from shelf A to shelf B in a warehouse with slightly different lighting? Start over. Foundation models broke this completely. Before VLAs, teaching a robot one skill gave you exactly one skill. Zero compounding. Zero transfer. A robot trained to fold shirts couldn’t fold towels without starting from scratch. The labor intensity of data generation meant robotics datasets stayed narrow, robots overfit, and small variations like object weight or table height caused failures. Now a single Gemini Robotics model handles tasks it has never seen in training. Google’s On-Device model learns new behaviors with 50-100 demonstrations. Not 50,000. Fifty. That’s a 1000x reduction in the data requirement for new capabilities. The speed implications cascade through everything. First order: deployment timelines collapse. What took robotics teams 6-12 months of custom programming now takes days of fine-tuning. Second order: the addressable market explodes. Tasks that were never economical to automate suddenly are, because the integration cost dropped by orders of magnitude. Third order: the data flywheel accelerates. Every robot running Gemini Robotics feeds learning back into the foundation model. More deployments means faster improvement means more deployments. Physical Intelligence raised at $2.4B because investors finally understood this. Boston Dynamics partnered with Toyota Research Institute to bolt Large Behavior Models onto Atlas. Every humanoid company is scrambling to either build or license the intelligence layer they don’t have. The market is still valuing robotics companies on their hardware differentiation. But hardware is commoditizing. Boston Dynamics spent a decade perfecting locomotion, and now that’s table stakes. The value is migrating entirely to whoever owns the foundation model that generalizes across embodiments. Google trained Gemini on the largest multimodal corpus ever assembled. Then they added physical actions as an output modality. That’s not a robotics company bolting on AI. That’s an AI company whose models now output motor commands. The companies pricing this correctly are building around foundation model access, not around proprietary hardware. The companies pricing this wrong are still acting like the moat is in the mechanical engineering. AGI moving into the physical world isn’t a 10-year prediction. Gemini Robotics shipped in March. The 1.5 version with chain-of-thought reasoning shipped in September. They’re iterating on a 6-month release cycle while hardware companies iterate on 3-year cycles. The gap between software intelligence timelines and hardware development timelines is the entire trade.

@cem_hasoglu B2B

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Tiba2 semua menteri KAGET ada tambang Nikel di Raja Ampat : 1. Menteri LH ngaku ambil langkah hukum 2. Menteri ESDM ngaku akan evaluasi 3. Utusan Khusus tiba2 ikut nimbrung 4. Wamenpar meminta agar Raja Ampat dijaga 5. Wakil Menteri Luar Negeri juga nimbrung 6. DPR juga nimbrung Rakyat dipertontonkan seolah2 Aktivitas tambang itu baru terjadi tadi malam lalu KAGET Padahal, mustahil ada yang berani nambang nikel di Raja Ampat jika tidak ada yang memberi izin. Proses pengurusan izin, mobilisasi alat berat itu butuh waktu yang lama. Lalu kenapa semua tiba2 KAGET? Jangan sampai Gibran juga ikut KAGET awokawokawok

pasca kekalahan vs indo, netijen cina marah2 minta pelatihnya dipecat, pemainnya disuruh pulang nanem kentang😭😭😭

Elon’s stance is principled. Trump’s stance is practical. Tech needs Republicans for the present. Republicans need Tech for the future. Drop the tax cuts, cut some pork, get the bill through.

@abielzulio dude, when one man's heart breaks, all the men feel it. her loss bro, come back stronger pak

am now only buying memecoins that fulfill 1 of 3 separate criteria • will new retail normies be buying this • is this a possible binance cabal listing • is this very unique from any other meme

How to Actually Hold Through a 100x: 1/12

better late than never, grateful to be named a thiel fellow 🤠 businesswire.com/news/home/2023…

automation is 80% exception handling, 20% replicating the routine

Can the crypto voter actually impact the outcome of this election? Well, in swing states, actually yeah.

Saran hari ke-2 kpd Menteri Desa. Kalau benar surat di bwh ini dari Menteri, maka ini keliru. Acara keluarga spt. haul Ibu dan peringatan hari agama di ponpes mestinya yg mengundang pribadi atau pengasuh ponpes. Tak boleh pakai kop dan stempel kementerian. Utk ke depannya, hati2.