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billylo

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Show HN: Collective-AI.org Multiple line-of-sights for high-stakes questions

collective-ai.org
1 points·by billylo·5 bulan yang lalu·0 comments

comments

billylo
·2 bulan yang lalu·discuss
Add them to the on-call schedule.
billylo
·3 bulan yang lalu·discuss
I ran a comparison using this OPF with what I have in clarity.evergreen-labs.org (it's a Tauri app with local PII redaction.)

A few things jump out:

1) Dates are aggressively redacted, creating false positives. 2) Non-English names are not working yet.
billylo
·3 bulan yang lalu·discuss
love this. thanks for sharing!
billylo
·3 bulan yang lalu·discuss
Thank you. The learning aspect of reading how AI tackles something is rewarding.

It also reduces my hesitation to get started with something I don't know the answer well enough yet. Time 'wasted' on vibe-coding felt less painful than time 'wasted' on heads-down manual coding down a rabbit hole.
billylo
·3 bulan yang lalu·discuss
I upgraded from M3 Air to M5 Pro 14". Not for LLM, but for faster build times. The disk access time is much faster on M5 Pro. My build time (iOS/Android) was reduced by more than 50%. So, that alone is worth the upgrade.
billylo
·4 bulan yang lalu·discuss
This will foster multi-app collaboration.

Google devs: Please consider doing this on Firebase to make it work on iOS and web too.
billylo
·4 bulan yang lalu·discuss
Great idea. Addresses a real need. Best of luck with your launch!
billylo
·4 bulan yang lalu·discuss
Thank you! This is brilliant. I have it bookmarked.
billylo
·4 bulan yang lalu·discuss
Thank you for your service.
billylo
·4 bulan yang lalu·discuss
I use my spare time helping kids at a FIRST robotics team. It's fun.
billylo
·4 bulan yang lalu·discuss
The technical strategy is sound. However, I anticipate major mobile apps will add MCP capabilities to their app very soon too, making less use of intents going forward.

Hope this helps.
billylo
·4 bulan yang lalu·discuss
Thanks for a great write-up!

Production-quality software can now be made in weeks (instead of months and quarters.) I anticipate an exciting period of fast innovation in all industries, supported by lots of good product-engineers with different levels of experience. The areas I am the most excited about is healthcare (as we live longer) and sustainability. It will be fun to be a part of.
billylo
·5 bulan yang lalu·discuss
It's real struggle. Nations will not likely put the brakes on because of its need for self defence. I ponder your question too.
billylo
·5 bulan yang lalu·discuss
Inception
billylo
·5 bulan yang lalu·discuss
This is fun. Thank you!
billylo
·5 bulan yang lalu·discuss
Time it takes to go from 100m users to 5 billions: Internet (25 years), Smartphone (13), AI? (tracking to achieve that in ~6 years!)

https://evergreen-labs.org/assets/Acceleration.jpg
billylo
·5 bulan yang lalu·discuss
We learned computer languages so we can ask computers to do work for us. It was out of necessity because there are no other ways.

If we can instruct computers with natural language 50% of the time, that's 50% less translation work for our human brains. I have no problem with not needing to write instructions in computer languages (no regex, no sed/awk, no python even) for day-to-day stuff.

Critical thinking, reasoning are another story. We can't let those skills atropied.
billylo
·5 bulan yang lalu·discuss
We should ask how the traders manage this. It's essentially 24/7 markets in the world. For them, the FOMO effects are even stronger... actual money earning opportunity.
billylo
·5 bulan yang lalu·discuss
I wonder how best we can measure the usefulness of models going forward.

Thumbs up or down? (could be useful for trends) Usage growth from the same user over time? (as an approximation) Tone of user responses? (Don't do this... this is the wrong path... etc.)
billylo
·5 bulan yang lalu·discuss
That's why benchmarks are useful. We all suffer from the shortcomings of human perception.