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Reducing Doom Loops with Final Token Preference Optimization

https://www.liquid.ai/blog/antidoom
9•dataminer•1h ago

Comments

johndough•42m ago
It would be great if this could be combined with quantization-aware finetuning. In my experience, Qwen3.6-27B has much fewer repetitions at Q6 quantization level as compared to e.g. Q4, but that leaves little space for context on my 24GB RTX 3090.

"We're extending access to Claude Fable 5 on all paid plans through July 12."

https://twitter.com/claudeai/status/2074548242386178258
1•minimaxir•27s ago•0 comments

Run Multiple Claude Accounts Side by Side on macOS

https://old.reddit.com/r/ClaudeAI/comments/1uq27do/run_multiple_claude_accounts_side_by_side_on_m...
1•IGHOR•35s ago•0 comments

Your family's $300 stake in OpenAI

https://www.technologyreview.com/2026/07/06/1140176/your-familys-300-stake-in-openai/
2•Brajeshwar•3m ago•0 comments

I tried to build a post scheduler but meta app review messed it up

1•anirudh_parmar•4m ago•0 comments

Show HN: HTMLDrive – serve HTML files from your Google Drive

https://html-drive.com
2•debamitro•5m ago•0 comments

Show HN: Fence – Jiminy Cricket for AI coding agents

1•andriosr•6m ago•0 comments

Designing tech to have good etiquette

https://caseorganic.substack.com/p/sit-siri
1•SLHamlet•6m ago•0 comments

Review AI code line by line is like review movies frame by frame

https://bsky.app/profile/metaessen.bsky.social/post/3mq33yrxeh22a
1•lilerjee•6m ago•0 comments

Type-safe Django fork – Django-CFG

https://djangocfg.com/
1•Onavo•7m ago•0 comments

Emerging evidence links tire pollution to Alzheimer's risk

https://www.eurekalert.org/news-releases/1134924
1•ndsipa_pomu•7m ago•0 comments

Manna (2003)

https://marshallbrain.com/manna1
1•Curiositry•7m ago•0 comments

I found 3 self-contradictions in the Agentic Commerce Protocol spec

https://github.com/baseballcubs99x-dev/acp-check
1•JBIRMING199•9m ago•0 comments

Trump renews Greenland threats at NATO summit

https://www.cnbc.com/2026/07/07/trump-nato-summit-greenland-us-troops-europe.html
1•tcp_handshaker•10m ago•0 comments

Incentives Drive Everything

https://yusufaytas.com/incentives-drive-everything
1•Curiositry•11m ago•0 comments

Managed Agents in Gemini API: background tasks, remote MCP and more

https://twitter.com/GoogleAIStudio/status/2074533418004591077
1•pretext•13m ago•0 comments

A dummy/debug app that runs a web server and prints environment variables

https://github.com/whalesalad/docker-debug
1•mooreds•13m ago•0 comments

Show HN: ComplyLedge – Clean, normalized OSHA enforcement data via API

https://complyledge.com
1•infinito25•13m ago•0 comments

Why we're moving Wire off Cloudflare Durable Objects

https://usewire.io/why-wire/architecture-benchmark/
1•jitpal•14m ago•0 comments

2026 French cybersecurity startup radar

https://www.wavestone.com/en/insight/2026-french-cybersecurity-startup-radar/
1•mooreds•15m ago•0 comments

Why AI Agents Forget by Design

https://stantyan.com/blog/why-ai-agents-forget/
1•stantyan•16m ago•0 comments

Conversing with antiquity: Agentic AI partner for expanding historical research

https://deepmind.google/science/workflows/conversing-with-antiquity/
1•pretext•16m ago•0 comments

Former Microsoft engineer shrinks Notepad down to size

https://www.theregister.com/os-platforms/2026/06/30/former-microsoft-engineer-shrinks-notepad-dow...
1•vintagedave•17m ago•1 comments

Are you ready for what it takes to stop ghost guns?

https://www.theverge.com/tech/960802/3d-printed-gun-laws-ghost-guns
1•aarvin_roshin•19m ago•0 comments

Linus Torvalds on "99% of our code is written by AI" claims

https://xcancel.com/IntCyberDigest/status/2069512370217488423
1•Topfi•20m ago•0 comments

Stanford's new freshman curriculum illustrates what's wrong with college

https://www.hottakes.space/p/stanfords-new-freshman-curriculum
2•barry-cotter•21m ago•0 comments

Kennel 1.0.0 – Native Desktop App for Managing AI CLI Agents

https://github.com/eranif/kennel
1•SableDb•22m ago•0 comments

Insert token to continue, says AI. Yeah, about that...

https://www.theregister.com/columnists/2026/07/06/insert-token-to-continue-says-ai-yeah-about-tha...
2•Bender•23m ago•0 comments

Midtown Manhattan skyscraper evacuated over fears is on verge of collapse

https://www.dailymail.com/news/article-15959605/midtown-manhattan-building-collapse-evacuation.html
2•Bender•23m ago•2 comments

Markdown Now Has a UTI in Apple's Version 27 OSes

https://developer.apple.com/documentation/uniformtypeidentifiers/uttype-swift.struct/markdown
3•Brajeshwar•24m ago•2 comments

UK guts planning red tape so datacenters can bypass the neighbors faster

https://www.theregister.com/on-prem/2026/07/07/uk-guts-planning-red-tape-so-datacenters-can-bypas...
2•Bender•24m ago•0 comments