@MrStickman

TIDE: Efficient and Lossless MoE Diffusion LLM Inference with I/O-aware Expert Offload.

Draft 6 legends and a coach. Survive four playoff series. Win the trophy.

Real-time Amtrak train status, with arrival and departure updates organized by route, station and train (unofficial).

The article is weak. But it highlights how most projects have shifted from screaming "Quantum is FUD" to "We are Quantum Resistant and there are no impacts". It puts Zcash in the quantum resistant bucket, even though that's only true if you transact privately. They haven't built anything for quantum resistance in the public sector. And Starknet which as a layer2 will require Ethereum to navigate an upgrade. What the article defines as the "Quantum resistant basket" appears mostly based on talking points. Ignoring the realities, the shift in acceptance was becoming obvious about a year ago. People considered it just a narrative, not wanting to accept the impacts and risks it poses on every live chain trying to prepare for the future. Now everyone wants to either "win" the narrative, or at least make it seem there will be no impacts while upgrading. You can spend a very long time trying to sort out what will suffer the most, and who might actually gain from the fallout. I've been doing that for 5 years, continually evaluating my investment in Qanplatform. One thing becomes clear- simply becoming quantum resistant doesn't generate new value. It is just a thorny, disruptive security upgrade that most would love to never deal with. Despite all the talking points on why the risk may be small in the next few years, the simple fact that the risk exists forces it to be dealt with. Just like any other small risk that can't be left open. Perhaps the chains that run the best with proper quantum resistance will see an edge. Or maybe some will be more convincing they are best prepared with no impacts. So rather than try to see who will win the talking points, I think more about what is the resulting opportunity--- Every time I've ever posted about the quantum threat, the response is: "If it can crack wallets, we'll have bigger problems with other systems" That's true, if they do nothing. And since they won't sit idle, the result is a gigantic emerging market needing to upgrade. Systems worldwide looking at how are they going to deal with this migration challenge. Solutions that play in that space have guaranteed demand. That's the thesis. submitted by /u/Original-Assistant-8 [link] [Kommentare]

We put together a robotics overview for business leaders, operators, procurement teams, investors, and executives who want to understand which robots are actually being deployed, which are still early, and where the industry is heading. The goal is not to make a technical ranking or a hype list. It is to explain the major categories of real-world robotics in a way that can be shared with people outside the robotics field. The overview covers: Boston Dynamics Spot — industrial inspection quadrupeds ANYbotics ANYmal — rugged inspection robots for energy, mining, chemicals, and heavy industry Agility Robotics Digit — logistics humanoids Figure 03 — general-purpose humanoids and embodied AI Boston Dynamics Atlas — all-electric humanoid mobility and manipulation Tesla Optimus — vertically integrated humanoid robotics strategy Unitree G1 — lower-cost humanoid research and education platform Universal Robots UR Series — collaborative robot arms for machine tending, packaging, assembly, and small manufacturers Amazon Proteus — autonomous mobile warehouse robots for logistics facilities Intuitive da Vinci 5 — surgical robotics and robotic-assisted surgery The main article is the general overview, and we are also building individual deep dives for each robot so non-technical readers can understand the business case, deployment maturity, pricing context, use cases, risks, and hardware/software stack behind each system. The audience is intentionally non-technical. It is meant to be something robotics professionals, engineers, founders, or operators can share with leadership teams, clients, or colleagues who need a grounded introduction without reading a robotics textbook. Disclosure: I’m affiliated with Black Scarab, where the article is published. The article is free to read and does not require signup. Most of the deep dives are already live. The Intuitive da Vinci 5 deep dive is still in progress and will complete the series. Full overview: https://www.blackscarab.ai/insights/top-10-robots-edge-ai-automation-humanoid-robotics submitted by /u/rgc4444 [link] [Kommentare]

Not asking which coins would survive. I'm asking which teams would still be shipping code if prices stayed flat for the next five years. I think there's a difference between building because of market conditions and building because of conviction. Some projects are working on scaling. Some are focused on interoperability. Others are pushing DeFi, DePIN, AI, developer experience, privacy, or even long-term challenges like quantum security. Which projects do you think would still be quietly building if nobody was watching? submitted by /u/Ge_Yo [link] [Kommentare]