is chatgpt going to be the sega-dreamcast or the playstation after 10years?

lowend llm inference service prices ( 2 random providers. not extensive pricing research)
nex-n2-mini costs 0.025 / 0.10 ( per Mtok USD )
gemma 4 E2B 5B 0.01 / 0.03

heavy criticism of openclaw seems to be the consensus. recently, model makers have all been overly obssesed with toolcalling models. i expect that aspect to be improving the fastest.

i just read this: https://reddit.com/comments/1w01y1f

With this move Nvidia is not only acquiring the HuggingFace platform, but they might also effectively acquire the copyright to the llama.cpp project, together with the entire team behind it.

In February 2026 the llama.cpp team was employed by HF in order to continue working on llama.cpp and the ggml library.

This includes:

• Georgi Gerganov
• Xuan-Son Nguyen
• Aleksander Grygier
• Victor Mustar
• Lysandre
• Julien Chaumond

Now with the acquisition, llama.cpp’s future looks a lot less certain given Nvidia’s poor track record with open-source.

This is still rather speculative at this stage, but it’s definitely possible for the llama.cpp project to change in the future: either by switching to a different license, or by having staff redirected to other projects within the larger company.

Even when a project is open-source the copyright owner has complete control over it, and they can change licensing as they wish.

This has happened before with projects like Redis, Minio, and others.

Source:

https://huggingface.co/blog/ggml-joins-hf

Edit:

The original announcement from Feb 2026 from Gerganov gives a few more details:

https://github.com/ggml-org/llama.cpp/discussions/19759

this site seems to be better than others ive seen : https://llama.garden/
complaints - the torrents are packs of all different quants … or some are just safetensor files.

ok. my mistake.
either way…
i would think you could just use a web browser. but sometimes app is more preferable

i dont think you need google play services for banking.
furthermore, i disabled play services. i dont need it for 99% of apps.
sometimes theres one cool heavily proprietary app that forces you to use it. sucks. and i just gotta uninstall it.

i cant get any LLMs to consult reddit at this point.

commentary on the yggdrasil overlay network:

Yggdrasil nodes are ordinary userspace routers that intentionally forward traffic for any peer that is reachable over the overlay.
When a local node learns a route to an “Internet‑on‑ramp” (a peer that has a public IPv6 address or a NAT‑traversing tunnel), it adds that path to its routing table and advertises it to its other neighbors. Because every peer can act as a router, traffic from a device that has only a local peer‑to‑peer link can be carried through any other node that has a route to the wider Internet, even though that node is not on the same LAN.

In the traditional Internet, routers are owned and operated by ISPs or autonomous systems that enforce policies such as “do not forward traffic for non‑customer addresses” and NAT/firewall rules that block arbitrary inbound forwarding. Ordinary end‑devices are not allowed to advertise themselves as routers for other users, so a local host cannot automatically use a neighbor’s Internet connection unless explicit forwarding (e.g., NAT, proxy, VPN) is configured.

Yggdrasil’s design therefore differs in two key ways:

1. Overlay routing is decentralized. Each node maintains a small routing table of reachable peers and, by default, will forward packets on behalf of any other node in the overlay <citation src=“3”></citation>.
2. No ISP‑imposed forwarding policies. Because the overlay runs over arbitrary transports (TCP/TLS, QUIC, etc.) and all nodes are peers, there is no external authority that blocks or filters traffic‑forwarding decisions, allowing local peers to act as on‑ramps to the wider Internet.

Consequently, a device on a local Yggdrasil LAN can reach the public Internet through any neighboring node that has an external path, while the conventional Internet prevents this kind of unrestricted peer‑to‑peer routing.

https://github.com/yggdrasil-network/yggstack . this is a rootless implementation which runs on any mobile(ipv6) android phone (via termux).
its best to not think of it as an immediate, full, replacement for the the entire internet