Kevin March

192 posts

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Kevin March

Kevin March

@march_io

cofounder @jpegtrading

Katılım Temmuz 2018
392 Takip Edilen289 Takipçiler
Brian Riley
Brian Riley@thebrianriley·
We built Guardian Bikes into a vertically integrated factory doing $100M+ in revenue - tube lasers, robotic welding, CNC, powder coating, assembly - all under one roof in Indiana with 500,000+ sq ft of production space. Here’s what I’ve realized: we’re sitting on one of the rarest assets in robotics and physical AI, a real, high-volume American factory with full operational control and the willingness to let you break things. Most robotics companies are building incredible technology but struggling to find real deployment environments. Demo cells and lab setups only get you so far. You need messy, high-mix, real-world production to actually train and validate. We have that. And we’re building an AI-native MES from the ground up with full sensor instrumentation and computer vision baked in. So here’s an open invitation: if you’re building robotics or physical AI for manufacturing - humanoids, manipulation, autonomous mobile robots, vision systems, whatever - and you need a real factory to develop and prove your technology, let’s talk. We’ll give you the environment. You bring the technology. We’ll build the future of American manufacturing together. DMs open.
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Seraphim
Seraphim@MacroMate8·
here is what solana is offering its protocols post-drift: - 24/7 active threat monitoring for protocols above $10M TVL. - SIRN. A dedicated network of security firms for real-time crisis response. - Formal verification for protocols above $100M TVL.
Solana Foundation@SolanaFndn

Solana was built for security. As the ecosystem scales, so does our investment in the tools, standards, and support. Today that commitment deepens with a new security program, active monitoring, formal verification for top protocols, and a new crisis response network. Learn more 👇

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Kevin March
Kevin March@march_io·
Yeah but the data quality matters. If my clanker uses a sponge like this guy he's getting sent straight to the recycling bin
Pascal Bornet@pascal_bornet

We might be solving the wrong problem in robotics. That’s what this makes clear. UMI → Universal Manipulation Interface A simple $400 gripper that lets you teach robots by demonstration. You hold it like a tool. Show the task. The robot learns. No teleoperation. No expensive hardware. No robot-specific data. Stanford open-sourced everything → hardware, code, datasets. What stands out to me is the bottleneck. Not algorithms. Data. Teleoperation → ~35 demos/hour UMI → ~111 demos/hour And the data transfers across robots → UR5, Franka, others. The design is surprisingly practical: → GoPro fisheye lens (155° FOV) + mirrors for depth → SLAM + IMU for precise 6DoF tracking → latency matching for dynamic tasks → diffusion policies for multimodal actions Then it scales. Cheng Chi takes this further with Sunday Robotics (with Tony Zhao). A $200 glove → deployed in 500+ homes → ~10 million real-world interactions. Not lab data. Real human behavior. Their robot learns dishes, laundry, espresso → with zero robot-specific data. This is where the shift becomes obvious. From training robots in controlled environments → to learning directly from humans at scale So here’s the real question: Will robotics be unlocked by better models… or by unlocking data? #ArtificialIntelligence #Robotics #AI #Innovation #FutureOfWork

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Kevin March
Kevin March@march_io·
Classic low float, high FDV market. AI markets and GPUs are about to experience the "financial innovation" of crypto markets: 1. Global H100 FDV: ~$150bil (5mil H100s, ~$30k each) 2. Circulating supply: very low, ~1% at any given time (~50k being produced per month) 3. Secondary markets: ultra thin, most go direct to supplier unless trying to dodge sanctions legendary setup for some mining whale to launch this the stratosphere (need a few B for it though)
Brett Harrison@BrettHarrison

The financialization of compute is here. Architect has launched 24/7 perpetuals on Nvidia H100 GPU prices — the first regulated futures contracts on compute, built with @OrnnExchange’s live market indices. The AI economy has its first exchange-traded futures market.

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Drift
Drift@DriftProtocol·
We are observing unusual activity on the protocol. We are currently investigating. Please do not deposit funds into the protocol while we investigate. This is not an April Fools joke. Proceed with caution until further notice. We’ll provide additional updates from this account.
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Kevin March
Kevin March@march_io·
who knew that @blockworksDAS is what would show us crypto isn’t dead in 2026? NYC >>
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Sabretooth | Exchequer
Sabretooth | Exchequer@SabretoothSG·
"don't launch a token until you have PMF" is the biggest lie in crypto, said by founders sitting on VC runway. facebook started in a dorm room. craigslist was a side project. wordpress was two guys. tokens are crypto's bootstrap. stop gatekeeping who can launch a token.
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frank
frank@soundsonacid·
> anthropic open sources zero copy protobuf impl > let's take a look > first & only commit on the repo
frank tweet media
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Kevin March
Kevin March@march_io·
@samrags_ @AriannaSimpson another honerable mention here: x.com/nikil/status/2…
Nikil Viswanathan@nikil

Today I'm open sourcing my secret project I use 1000+ times daily Introducing ClawFlows - workflow system for OpenClaw - simple, reliable, powerful - instantly enable 100+ prebuilt workflows @davehappyminion runs my life with ClawFlows: - morning briefing: weather, messages, daily inspiration - meeting prep: research & brief me on who I'm meeting - life coach: reads my health data & suggests improvements and many more... Been using it daily for 1.5 months and massively leveled up my life. Dave and I poured a lot of love and energy into this to help your openclaw improve your life! enjoy ❤️

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Sam Ragsdale
Sam Ragsdale@samrags_·
Skills have not standardized yet and don't have first-party support from clients (Claude Code, OpenClaw, ...). Everyone has their own custom setup. As a plugin provider there's no way to know at install time how you're going to be installed. There's some efforts under way to fix this, my current favorite from the @wevm_dev team: x.com/wevm_dev/statu…
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Sam Ragsdale
Sam Ragsdale@samrags_·
Quick explainer on how to build tools & services for agents. I answer the age old question: MCPs or CLIs + Skills?
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Yuki is short, so is life
Yuki is short, so is life@ballsyalchemist·
I never thought anyone would ask my age and my university degree in a professional 1-on-1 meeting, as if I entered some sort of job interview. I thought crypto was immune from those BS. Now I guess not.
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wishful_cynic
wishful_cynic@EvgenyGaevoy·
binance: publishes guidelines against shady MMs dwf: are you currently working at shady MM? Join us! 🙃
Andrei Grachev 🦅🟠 $FF@ag_dwf

Work for MM? Leave them today and join us! You know what is cool, that Binance just announced a guidelines and standards for market makers I feel that many of MMs will struggle, bcz most of them were able to survive just by dumping coins and name it "MM" At @DWFLabs we are looking for great people, execution traders and GTM experts for our portfolio companies Make Crypto Great Again together, cheers

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Kevin March
Kevin March@march_io·
@mert Pretty sure openclaw was entirely vibecoded lol
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mert
mert@mert·
so like has anyone actually gotten PMF with anything vibe coded so far or are we just gonna realize this was a huge bubble in a few months
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Andrei Grachev 🦅🟠 $FF
Work for MM? Leave them today and join us! You know what is cool, that Binance just announced a guidelines and standards for market makers I feel that many of MMs will struggle, bcz most of them were able to survive just by dumping coins and name it "MM" At @DWFLabs we are looking for great people, execution traders and GTM experts for our portfolio companies Make Crypto Great Again together, cheers
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