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I'm impressed.

They aged out of being competitive against SoC NPUs. This is ultimately the successor to that.


Does "it aged out of being competitive" mean the same thing as "they abandoned it," or does it mean something else?


Ed's main critique is about business sustainability -- it's true that there are many articles about AI on IP issues or ethics but he is unique in actually crunching the numbers on profit.


There's Financial Times, Forbes, tons of reddit posts, youtube videos.. I suppose it's possible that he's the only blogger doing this, but as far as I can see he is not the only one crunching profit numbers on the most "visible" company in the world.


The FT have not covered the economics of this in any real detail at all. Not even Alphaville :(


The data has to go across PCI / USB to get to the internal (tiny) SRAM. It's not a good choice for clustering, you should just use a GPU for that.


FUTO | Austin, TX | ONSITE | Software Engineer | Full-time | https://futo.org

FUTO is an organization dedicated to developing, both through in-house engineering and investment, technologies that frustrate centralization and industry consolidation. Through a combination of in-house engineering projects, targeted investments, generous grants, and multi-media public education efforts, we will free technology from the control of the few and recreate the spirit of freedom, innovation, and self-reliance that underpinned the American tech industry only a few decades ago. Our principles are here: https://www.futo.org/about/what-is-futo/

There is consensus today that social media is broken. At FUTO we aim to fix this. In this role you will act as product owner of Polycentric (https://gitlab.futo.org/polycentric/polycentric), our open-source decentralized social network that also forms the basis of FUTO ID. Additionally you will also provide support for our next generation social media project.

More info here: https://futo.org/jobs/polycentric/


I work for FUTO, does it just need to be somewhere in the Download section? I'll see if I can get this added if so.


No need. Obtainium already supports downloading from third-party F-Droid, so users can add Grayjay this way: 1. Enter the URL "https://app.futo.org/fdroid/repo/" 2. In "Override Source", select "F-Droid Third-Party Repo" 3. For "App ID or Name", enter "grayjay" 4. Press "Add" 5. Done

Reference images: - Add app: https://ibb.co/dL1Hqw6 - Result: https://ibb.co/whmL3PY


FYI your CSS looks to be broken on Firefox.


Hey, we're aware and a little embarrassed! We use some nested CSS selectors that aren't compatible with some browsers and haven't gotten around to fixing it yet, sorry!


I believe my corporate firewall is blocking your site due to this. On chrome.


It might also have something to do with our analytics tool (via Vercel). I'll look into this.


FUTO | Austin, TX | On-site / Hybrid / Remote | Full Time / Hourly

FUTO is an organization dedicated to developing, both through in-house engineering and investment, technologies that frustrate centralization and industry consolidation. Through a combination of in-house engineering projects, targeted investments, generous grants, and multi-media public education efforts, we will free technology from the control of the few and recreate the spirit of freedom, innovation, and self-reliance that underpinned the American tech industry only a few decades ago. Our principles are here: https://futo.org/what-is-futo

FUBS is our self-hosted programming system (including it's own programming language) that practices radical incompatibility with the existing software stack: https://gitlab.futo.org/eron/public/-/wikis/FUBS We are hiring a software engineer to help us develop an overlay network: https://futo.org/jobs/software-engineer-networking and have a general opportunity post for highly independent engineers: https://futo.org/jobs/senior-software-engineer-general-oppor...

FUTO is also hiring for hourly engineering roles on the revolutionary cross-platform video streaming app Grayjay https://grayjay.app/

Recommendation Engine Developer - Grayjay aims to introduce a feature that recommends creators/videos to users based on their interests. The initial task involves developing an algorithm to tag channels in a way that correlates them with similar channels. https://futo.org/jobs/recommendation-engine-developer-grayja...

FCast Developer - We seek to create an open source casting protocol for wide adoption. Some work has already been done (see https://fcast.org/). You can help bring FCast to a wide developer audience by making libraries for multiple languages and are interested in bringing FCast to new platforms (Roku, AppleTV, TizenOS, WebOS, …). https://futo.org/jobs/fcast-developer-grayjay

To apply, send your resume and cover letter to jobs at futo dot org with the subject of the position you're interested in.


When I asked a similar question of a VC that's invested in manufacturing they recommended I tour factories and ask what their painpoints are.


"Build, don't train" is poor advice for a prospective "AI Engineer" title. It should be "Know when to reach for a new model architecture, know when to reach for fine-tuning / LoRA training, know when to use an API." Only relying on an API will drastically reduce your product differentiation, to say nothing of the fact that any AI Engineer worth that title should know how to build and train models.


Fair point! I think my main idea was "prefer building with an API over training your own model" but that isn't as pithy.

The jury's still out on how much training and fine tuning are going to matter in the long run - my belief is that there are many great products that can exist without needing a new model architecture, or owning the model at all.


That advice makes sense if we're talking about 800B+ parameter models that require a gigantic investment of capital and time. For models that fit on a consumer GPU you're leaving chips on the table to not take advantage of training / fine-tuning. It's just too easy and powerful not to.


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