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Scaling is not the story anymore. What GPT 6 might change

https://otieu.com/4/10436307
3•ClipNoteBook•17h ago

Comments

ClipNoteBook•17h ago
Everyone talks about model size, but that feels mostly solved.

The real open questions for a GPT 6 level system seem to be reliability, long term memory, tool autonomy, and knowing when it is wrong.

Curious what people here think is still fundamentally broken in current LLMs that a next generation model would need to address.

almosthere•16h ago
Automatic context compression management. I think a killer feature of the LLM provider would be to store the entire context, but automatically compress it with internal LLM calls that summarize the big parts. Summarize large coding files to just class function names, summarize requests, etc...

And even if you have internal compression, also allow it to automatically expand on any portion of that context when a request is specifically about a certain file.

Right now a lot of the industry is trying to create the best agent which in turn means the best compression algorithms.

almosthere•16h ago
Flagged because your link is just an ad

We Are Still the OS

https://www.gwendall.com/notes/we-are-still-the-os
1•ges•2m ago•0 comments

Xous: A Pure-Rust Rethink of the Embedded Operating System [video]

https://www.youtube.com/watch?v=BbWWGkyIBGM
1•todsacerdoti•2m ago•0 comments

Wordle Solver Tool

https://5letterlexicon.com
1•TheMashaBrand•2m ago•0 comments

This Week in Rails: January 2, 2026

https://rubyonrails.org/2026/1/2/this-week-in-rails
1•amalinovic•3m ago•0 comments

Why AI is pushing developers toward typed languages

https://github.blog/ai-and-ml/llms/why-ai-is-pushing-developers-toward-typed-languages/
1•mikece•5m ago•0 comments

Show HN: Challenging NYC noise cameras with acoustic physics arguments

https://nycnoisecameraticket.com
1•todaycompanies•6m ago•1 comments

Metabase Community Data Stack Report 2025

https://www.metabase.com/blog/metabase-community-data-stack-report-2025-key-analysis
1•mooreds•8m ago•0 comments

Designing an IPv6-native P2P transport – lessons from building I6P

https://theushen.medium.com/designing-an-ipv6-native-p2p-transport-lessons-from-building-i6p-b8ca...
1•TheusHen•8m ago•1 comments

Handling secrets (somewhat) securely in shells

https://linus.schreibt.jetzt/posts/shell-secrets.html
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I built an AI that generates production-ready Shopify apps from a prompt

https://www.getviber.dev/
1•Gandalfgrey•8m ago•1 comments

Quick Start Guide for Bluesky-Curious Econ Lovers (2024)

https://aaronsojourner.org/for-bluesky-curious-econ-lovers/
1•mooreds•8m ago•0 comments

"Ungentrified" Craigslist may be the last real place on the Internet

https://www.wired.com/story/is-craigslist-the-last-real-place-on-the-internet/
1•nxobject•8m ago•0 comments

France working with allies on plan should US move on Greenland [video]

https://www.youtube.com/watch?v=KRXBkJ5BvMk
1•mooreds•8m ago•0 comments

Rhythmic Sharing

https://arxiv.org/abs/2502.08644
1•greekanalyst•9m ago•0 comments

Show HN: TheAgentDB – Database of Autonomous AI Agents

https://www.theagentdb.com
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The LLM Podcast

https://thellmpodcast.in/home
2•satuke•10m ago•0 comments

Meta Announces 6.6 GW of Nuclear Energy Projects to Power AI Revolution

https://www.nucnet.org/news/meta-announces-6-6-gw-of-nuclear-energy-projects-to-power-ai-revoluti...
2•mpweiher•12m ago•0 comments

Nvidia's Rubin Platform: First True AI Factories of the Intelligence Age

https://www.netizen.page/2026/01/nvidias-rubin-platform-building-first.html
1•paramendra•12m ago•0 comments

Why young people are the big losers in Europe's dysfunctional housing system

https://www.theguardian.com/world/2025/dec/17/this-is-europe-young-people-dysfunctional-housing-s...
1•PaulHoule•12m ago•0 comments

Understanding and Deploying AI Agents: A Comprehensive Guide

https://www.netizen.page/2026/01/understanding-and-deploying-ai-agents.html
1•paramendra•13m ago•0 comments

Got milk? UW-Platteville professors turn spoiled dairy into sustainable plastic

https://www.uwplatt.edu/news/got-milk-uw-platteville-professors-turn-spoiled-dairy-sustainable-pl...
1•speckx•14m ago•0 comments

Satellite Images Reveal Venezuela's Methane Problem

https://www.bloomberg.com/news/articles/2026-01-09/venezuela-s-massive-methane-problem-revealed-i...
1•toomuchtodo•15m ago•1 comments

Leveling up my Claude Code usage

https://noamlerner.com/posts/leveling_up_my_claude_code_usage/
1•avivby•15m ago•0 comments

Bunnie's Piggyback Hack

https://pluralistic.net/2026/01/09/quantity-break/
1•hn_acker•15m ago•0 comments

Show HN: Fight speed tickets issued in inactive work zones

https://workzonespeedingticket.com/
1•todaycompanies•16m ago•1 comments

SpaceX Rockets Put Passenger Planes at Risk

https://www.propublica.org/article/spacex-faa-launch-airlines-safety-explosions-florida-caribbean
2•Noaidi•17m ago•0 comments

Acemagic presents mini-PCs inspired by the NES and PlayStation 1

https://www.tomshardware.com/video-games/retro-gaming/acemagic-presents-mini-pcs-inspired-by-the-...
1•rbanffy•18m ago•0 comments

Fix Your Robots.txt or Your Site Disappears from Google

https://www.alanwsmith.com/en/37/wa/jz/s1/
2•tobr•18m ago•0 comments

How to store a chess position in 26 bytes using bit-level magic

https://ezzeriesa.notion.site/How-to-store-a-chess-position-in-26-bytes-using-bit-level-magic-df1...
1•kurinikku•18m ago•0 comments

Show HN: Claude Code skill for authentic founder content

https://github.com/BayramAnnakov/founder-voice-ghostwriter
1•Bayram•19m ago•0 comments