for claude, it's response headers contain available usage, you can get it there. My deepseek harness plugin auto stops asking things when I am at 80% to allow inflight prompts to finish.
Please challenge me and explain why this is a break through worth the headline they use for their own work.
How I understand it, without really reading into it:
- Thomson Reuters did not "create" a frontier model, they gave some money, maybe a bit of their data to Imperial College London, and took Alibaba's Qwen 3.6 35B A3B Model for a basic fine tune.
- "They" (some undergrads at Imperial College London) used an existing ablation framework to undo some of the topic alignment of the original model.
- "They" fine tuned on some domain knowledge trying to preserve general knowledge - here maybe, just maybe some data came from Thomson Reuters.
As a result: one of 100's of Qwen 3.6 35B A3B sparse model fine tunes, just for publicity, to write overstating headlines like "X created their own frontier model"
That's pretty wild that a Ctrl-F of "qwen" or "china" or "alibaba" on the thomson reuters announcement URL turns up no results. They want to portray it like they developed this thing from scratch, when that is by no means what actually happened.
They didn’t say they created it no? I don’t think any of those points matter. It’s a business announcing a new product. Why does it matter if they built it internally or used external teams? I find strange to focus on those details
Hyperpersonalized code to its rescue. With the qwen3.8-27b release tomorrow and the advent of vibe coding and the improvements into proper agentic engineering we are moving towards hyperpersonalized software.
This means we don't need a centralized maintainer for smaller tools. the facebook ad blocking cat and mouse game is something I cna very well imagine to just be something my computer would solve in real time, updating the uBlock filter/userscript to adapt to any fb changes in near real-time.
Sadly they seem to not be releasing a sparse 35b A3b or anything inbetween "too large to host for mortals" and "fits into a consumer rtx". Probably not to eat away their profits on their API serving. 120b - 300b is a dead space right now, very few good releases in that size range. (I know there are, but the big labs aren't releasing stuff here)
Hyperpersonalized code to its rescue. With the qwen3.8-27b release tomorrow and the advent of vibe coding and the improvements into proper agentic engineering we are moving towards hyperpersonalized software.
This means we don't need a centralized maintainer for smaller tools. the facebook ad blocking cat and mouse game is something I cna very well imagine to just be something my computer would solve in real time, updating the uBlock filter/userscript to adapt to any fb changes in near real-time.
Controversial thought: Browsers will become a niche and fall into obscurity like IRC nowadays, based on what I observed working in South East Asia, where people don't even know what browsers are and "the internet" are walled social networks and apps.
It's not controversial, I've heard the same for about 10 years now. I still thinking they're wrong - people who need control cant really on social network apps. People who are just "consumers", sure, but those already don't know what a browser is, so it's not really a prediction about the future it's a statement about the present.
I am Swiss and like most 30-40yo from my generation, Hiking in the splendid nature, lakes and mountains, visiting touristy places and the overall scenery was something uncool, for old people. We were forced to do that in school. Nobody in their right mind would do it. :)
I then moved abroad to Bangkok, working an office job. Although BKK is great for consumerism and convenience, especially with cheap labor available for almost anything, you can get quite lazy. The bad traffic, non-pedestrian friendly (non existent) city planning and little nature left also makes it a bit cumbersome to find nature nearby. This made me appreciate nature, hiking and nice scenery. (Of course Thailand has lots of beautiful nature and scenery, but not so much of an active outdoor scene)
Coming back to Switzerland after 6 years, I became the biggest tourist, going hiking every weekend, spending time at our tourist destinations, but also all the second tier ("unseen") places only locals know. I tried so much stuff that in the past I thought is tourist stuff, and most of it is simply great.
I also became much more understanding, open and helpful to expats, foreigners and tourists in my country.
well, your own, unleaked ones, representing your real workloads.
if you can't afford to do that, look at a lot of them, eg. on artificialanalysis.com they merge multiple benchmarks across weighted categories and build an Intelligence Score, Coding Score and Agentic score.