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.
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.
i fail to understand how text2sql on quite simple data sources is anything to write home about 3 years after it came onto the market? can someone elaborate?
where it gets interesting is when you have a custom system that your LLM surely never saw (custom ERP) that has 50 sometime cryptic tables, unclear look up tables and unexplained flags.
something no text2sql solution solved for us.
we built a second mcp that lets the agent look up business logic (generated from source code) and then does better queries. that i think is something i never read in a blog post about a text2sql solution.
I maintain a private evaluation set of what many call "misguided attention" questions.
In many of these cases, the issue isnt failed logical reasoning. Its ambiguity, underspecified context, or missing constraints that allow multiple valid interpretations. Models often fail not because they can’t reason, but because the prompt leaves semantic gaps that humans silently fill with shared assumptions.
A lot of viral "frontier model fails THIS simple question" examples are essentially carefully constructed token sequences designed to bias the statistical prior toward an intuitively wrong answer. Small wording changes can flip results entirely.
If you systematically expand the prompt space around such questions—adding or removing minor contextual cues you'll typically find symmetrical variants where the same models both succeed and fail. That suggests sensitivity to framing and distributional priors (adding unnecessary info, removing clear info, add ambiguity, ...), not necessarily absence of reasoning capability.
The (pun ahead) peak of this method imho is implemented in "PeakFinder", afaik uses a low res nation wide (switzerland) height map, after initial gps fix it downloads local high res height map, calculates peak contours based of current location AND height and overlays that grid including the peak names onto the camera feed using the gyro and compass.
It's quite easy to build accurate geo-related applications in Switzerland due to the excellent work of the government office "Swiss Topo" that maps every tree, every house, every road in the whole country. Trees in cities have metadata such as: year planted, type etc. :)
Johnny Harris, the map aficionado mentioned Swiss maps and Swiss Topo's dedication multiple times in his videos.
I also look for a sophisticated self hosted, open source transcoding solution as a web app, but in the mean time, the complete opposite: no bells and whistles, no config, no control except size: https://github.com/JMS1717/8mb.local
or do you mean a web based file manager / video gallery with transcoding capabilities?
rag will be pronounced differently ad again and again. it has its use cases. we moved to agentic search having rag as a tool while other retrieval strategies we added use real time search in the sources. often skipping ingested and chunked soueces. large changes next windows allow for putting almost whole documents into one request.
Even though I work as an IT Professional, I was almost always the only person not self hosting anything at home and not having a NAS.
I jumped the hoop and bought a Ugreen nas with 4 bays where the first thing I did was installing TrueNAS CE onto it and then use ChatGPT with highly customized prompts and the right context (my current docker-compose files).
Without much previous knowledge of docker, networking etc. except what I remembered from my IT vocational education from 15 years ago, I now have:
- Dockerized Apps
- App-Stacks in their own App-Network
- Apps that expose web UI not via ports, but via Traefik + Docker labels
- Only Traefik 443 ports reachable from WAN, plus optional port forwarding for non-http services
- Optional Cloudflare Tunnel
- Automatic Traefik TLS termination for LAN and WAN for my domain
- Split-DNS to get hostnames routed properly on LAN and WAN
- CrowdSec for all exposed containers
- Optional MFA via Cloudflare for exposed services
- Local DHCP/DNS via Technitium
- Automatic ZFS snapshots and remote backups
- Separation between ephemeral App data (DBs, Logs) on SSD and large files on HDD
Yes, aware of that, and nothing recent works with it, the last progress sadly was years ago.
I guess DMCA/Sony Lawyers and the relatively low market share for expensive cameras is the main reason why a PlayStation, an iPhone or a Nintendo Jailbreak is more appealing to reverse engineers than a Sony Camera Jailbreak.
I had the NX1 with all the premium lenses and some photos still seem to be better than what my Sony A7-M4 shoots. But no 10bit 4:2:2 for video and no real flat profile was a bummer. I loved the persistent mod though. Sold all NX1 gear years ago, moved to a Sony A7-M3 and then A7-M4. Full Frame has some great benefits.