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Ask HN: Will LLMs/AI Decrease Human Intelligence and Make Expertise a Commodity?

1•mc-0•28s ago•0 comments

From Zero to Hero: A Brief Introduction to Spring Boot

https://jcob-sikorski.github.io/me/writing/from-zero-to-hello-world-spring-boot
1•jcob_sikorski•39s ago•0 comments

NSA detected phone call between foreign intelligence and person close to Trump

https://www.theguardian.com/us-news/2026/feb/07/nsa-foreign-intelligence-trump-whistleblower
2•c420•1m ago•0 comments

How to Fake a Robotics Result

https://itcanthink.substack.com/p/how-to-fake-a-robotics-result
1•ai_critic•1m ago•0 comments

It's time for the world to boycott the US

https://www.aljazeera.com/opinions/2026/2/5/its-time-for-the-world-to-boycott-the-us
1•HotGarbage•2m ago•0 comments

Show HN: Semantic Search for terminal commands in the Browser (No Back end)

https://jslambda.github.io/tldr-vsearch/
1•jslambda•2m ago•0 comments

The AI CEO Experiment

https://yukicapital.com/blog/the-ai-ceo-experiment/
2•romainsimon•3m ago•0 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
2•surprisetalk•7m ago•0 comments

MS-DOS game copy protection and cracks

https://www.dosdays.co.uk/topics/game_cracks.php
3•TheCraiggers•8m ago•0 comments

Updates on GNU/Hurd progress [video]

https://fosdem.org/2026/schedule/event/7FZXHF-updates_on_gnuhurd_progress_rump_drivers_64bit_smp_...
2•birdculture•9m ago•0 comments

Epstein took a photo of his 2015 dinner with Zuckerberg and Musk

https://xcancel.com/search?f=tweets&q=davenewworld_2%2Fstatus%2F2020128223850316274
7•doener•9m ago•2 comments

MyFlames: Visualize MySQL query execution plans as interactive FlameGraphs

https://github.com/vgrippa/myflames
1•tanelpoder•10m ago•0 comments

Show HN: LLM of Babel

https://clairefro.github.io/llm-of-babel/
1•marjipan200•10m ago•0 comments

A modern iperf3 alternative with a live TUI, multi-client server, QUIC support

https://github.com/lance0/xfr
3•tanelpoder•12m ago•0 comments

Famfamfam Silk icons – also with CSS spritesheet

https://github.com/legacy-icons/famfamfam-silk
1•thunderbong•12m ago•0 comments

Apple is the only Big Tech company whose capex declined last quarter

https://sherwood.news/tech/apple-is-the-only-big-tech-company-whose-capex-declined-last-quarter/
2•elsewhen•15m ago•0 comments

Reverse-Engineering Raiders of the Lost Ark for the Atari 2600

https://github.com/joshuanwalker/Raiders2600
2•todsacerdoti•17m ago•0 comments

Show HN: Deterministic NDJSON audit logs – v1.2 update (structural gaps)

https://github.com/yupme-bot/kernel-ndjson-proofs
1•Slaine•20m ago•0 comments

The Greater Copenhagen Region could be your friend's next career move

https://www.greatercphregion.com/friend-recruiter-program
2•mooreds•21m ago•0 comments

Do Not Confirm – Fiction by OpenClaw

https://thedailymolt.substack.com/p/do-not-confirm
1•jamesjyu•21m ago•0 comments

The Analytical Profile of Peas

https://www.fossanalytics.com/en/news-articles/more-industries/the-analytical-profile-of-peas
1•mooreds•21m ago•0 comments

Hallucinations in GPT5 – Can models say "I don't know" (June 2025)

https://jobswithgpt.com/blog/llm-eval-hallucinations-t20-cricket/
1•sp1982•22m ago•0 comments

What AI is good for, according to developers

https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/
1•mooreds•22m ago•0 comments

OpenAI might pivot to the "most addictive digital friend" or face extinction

https://twitter.com/lebed2045/status/2020184853271167186
1•lebed2045•23m ago•2 comments

Show HN: Know how your SaaS is doing in 30 seconds

https://anypanel.io
1•dasfelix•23m ago•0 comments

ClawdBot Ordered Me Lunch

https://nickalexander.org/drafts/auto-sandwich.html
3•nick007•24m ago•0 comments

What the News media thinks about your Indian stock investments

https://stocktrends.numerical.works/
1•mindaslab•25m ago•0 comments

Running Lua on a tiny console from 2001

https://ivie.codes/page/pokemon-mini-lua
1•Charmunk•26m ago•0 comments

Google and Microsoft Paying Creators $500K+ to Promote AI Tools

https://www.cnbc.com/2026/02/06/google-microsoft-pay-creators-500000-and-more-to-promote-ai.html
3•belter•28m ago•0 comments

New filtration technology could be game-changer in removal of PFAS

https://www.theguardian.com/environment/2026/jan/23/pfas-forever-chemicals-filtration
1•PaulHoule•29m ago•0 comments
Open in hackernews

Show HN: Internet Object – a lean, schema-first JSON alternative

https://internetobject.org/
4•aamironline•2mo ago
TL;DR: Internet Object (IO) is a lean, schema-first, JSON-compatible format that cuts structural noise, improves clarity for modern systems, and reduces tokens by ~40–50%.

Playground: https://play.internetobject.org

---

I started exploring this idea in 2017 after repeatedly running into the same pain points with JSON while building distributed systems and structured data pipelines. Rather than extending JSON or adding more layers on top of it, I wanted a format that was clean, schema-first, human-friendly, and still compatible, where that compatibility matters.

The concept evolved slowly over the years, with several redesigns, dead ends, and restarts - until it eventually converged into what I now call Internet Object (IO). The story behind this evolution is here:

https://internetobject.org/the-story/

Although IO was not created with LLMs in mind, its structure ends up being significantly more token-efficient (around 40-50% fewer tokens compared to JSON), which has become a practical advantage in today’s workloads.

I've written a practical guide showing how JSON developers can transition to IO, with syntax explanations: https://blog.maniartech.com/from-json-to-internet-object-a-l...

For side-by-side comparisons with JSON, see the following link:

https://www.internetobject.org/io-vs-json/

There is also an interactive playground if you'd like to try the format directly:

https://play.internetobject.org

https://play.internetobject.org/simple-collection

This is a soft launch to gather early feedback - I would appreciate any thoughts from the community.

Comments

stop50•2mo ago
It looks like a mix of graphql and toon.
aamironline•2mo ago
Thanks for checking it out!

Internet Object (IO)'s design wasn't influenced by Toon or GraphQL.

The project began back in 2017 with very different goals: reducing repeated keys, introducing a schema-first structure, separating data from metadata, supporting a richer type system, and keeping the format as readable as CSV while still being expressive enough for nested data.

IO is meant to be a lean, schema-driven data serialization format - not a query language (like GraphQL) or a minimal notation (like Toon).

Happy to explain any specific parts if you're curious.