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Changes needed to deliver a transformation in biodiversity measurement

https://www.pnas.org/doi/10.1073/pnas.2519345123
1•PaulHoule•38s ago•0 comments

Reactionary Red-Lining of AI

https://www.chrbutler.com/reactionary-red-lining-of-ai
1•delaugust•43s ago•0 comments

Agent Wispr – Local dictation for terminals (CUDA, local model, cross-platform)

https://agentwispr.joshlehman.ca
1•JoshuaLehman•1m ago•0 comments

Show HN: How context engineering works, a runnable reference

https://github.com/outcomeops/context-engineering
1•linsys•1m ago•0 comments

As Agentic AI explodes, Amazon doubles down on MCP

https://thenewstack.io/amazon-aws-mcp-agentic/
1•Brajeshwar•2m ago•0 comments

Best practices for using Claude Opus 4.7 with Claude Code

https://claude.com/blog/best-practices-for-using-claude-opus-4-7-with-claude-code
1•MarlonPro•3m ago•0 comments

All 12 moonwalkers had "lunar hay fever" from dust smelling like gunpowder

https://www.esa.int/Science_Exploration/Human_and_Robotic_Exploration/The_toxic_side_of_the_Moon
2•cybermango•5m ago•0 comments

Dip 1053 – A Tale of Tuples

https://blog.dlang.org/2026/04/12/dip-1053-a-tale-of-tuples/
1•1980phipsi•5m ago•1 comments

SETI Home, but for AI

https://github.com/Agent-FM/agentfm-core
1•harshdoesdev•6m ago•1 comments

Fireside Friday

https://acoup.blog/2026/04/17/fireside-friday-april-17-2026/
1•Tomte•6m ago•0 comments

Century-Old Cleaning Chemical Linked to 500% Increased Risk of Parkinson's Desea

https://scitechdaily.com/century-old-cleaning-chemical-linked-to-500-increased-risk-of-parkinsons...
1•myth_drannon•6m ago•0 comments

FAA Scraps Civil and Criminal Penalties for Flying Drones Near ICE Vehicles

https://www.404media.co/faa-scraps-civil-and-criminal-penalties-for-flying-drones-near-ice-vehicles/
3•pavel_lishin•10m ago•1 comments

FireImg, A new tool for streamlining image generation

https://www.fireimg.com/demo/
1•mjnestor•11m ago•0 comments

Linux? In My Web Browser? – How to Bring Up the Linux Kernel

https://werwolv.net/posts/linux_in_my_browser/
1•WerWolv•12m ago•0 comments

Good Software Doesn't Double Check

https://www.boristhebrave.com/2026/04/17/good-software-doesnt-double-check/
1•speckx•15m ago•0 comments

Juggling by Numbers

https://www.numberphile.com/videos/juggling-by-numbers
1•ColinWright•16m ago•1 comments

A Visual History of Programming Languages

https://sheets.works/data-viz/every-language
1•birdculture•16m ago•0 comments

NeoGeo AES+: SNK announces reissue of retro console without emulation

https://www.heise.de/en/news/NeoGeo-AES-SNK-announces-reissue-of-retro-console-without-emulation-...
4•doener•17m ago•0 comments

The Case for Fixing Everything

https://www.technologyreview.com/2026/04/17/1135408/book-review-stewart-brand-fixing-everything-m...
1•Brajeshwar•17m ago•0 comments

Charts of the Week: Are Tech Stocks Cheap?

https://www.a16z.news/p/charts-of-the-week-is-tech-cheap
1•7777777phil•19m ago•0 comments

Voight-Kampff-Neo

https://klaxzy.net/var/log/202603-voight-kampff-neo.html
1•klaxzygen•23m ago•0 comments

Scientists have successfully measured the instantaneous power of black hole jet

https://www.nature.com/articles/s41550-026-02828-3
1•modinfo•25m ago•0 comments

Back When Smoking Was Rewarded

https://creativepro.com/scanning-around-gene-back-when-smoking-was-rewarded/
2•austinallegro•27m ago•0 comments

CachyOS Is Now the Most Popular Desktop Distro on ProtonDB

https://boilingsteam.com/cachy-os-is-now-the-most-popular-distro-on-proton-db/
3•clircle•27m ago•1 comments

Extinct Cousin Loved Eating Grass [video]

https://www.youtube.com/watch?v=QD7E-gf74w0
1•gmays•28m ago•0 comments

Age verification is a mess but we're doing it anyway

https://www.theverge.com/policy/913038/age-verification-flaws
1•speckx•28m ago•0 comments

We Disagree on a Lot. But We Know This Law Must Change

https://www.nytimes.com/2026/04/17/opinion/section-702-surveillance-safe-act.html
1•Cider9986•28m ago•0 comments

American farmers bet on solar. Then Trump changed the rules

https://grist.org/food-and-agriculture/american-farmers-bet-on-solar-then-trump-changed-the-rules/
2•speckx•28m ago•0 comments

EuroLLVM 2026 Round Table Summary: MLIR Canonicalization

https://discourse.llvm.org/t/eurollvm-2026-round-table-summary-mlir-canonicalization/90588
1•matt_d•29m ago•0 comments

The American consumer market is larger than the EU and China's combined

https://en.wikipedia.org/wiki/List_of_largest_consumer_markets
3•jjmarr•33m ago•0 comments
Open in hackernews

Looking for feedback on a paper about a revision-capable language model [pdf]

https://github.com/Sean-Diab/Reviser/blob/main/main.pdf
2•param-updater•1h ago

Comments

param-updater•1h ago
Hi everyone! I am an independent researcher working on Reviser, a language model that generates through cursor-relative edit actions on a mutable canvas. It is autoregressive over edit-history actions rather than final text order, which lets it revise its response while keeping decoding efficiency close to standard autoregressive transformers.

My goal is to submit the paper to a conference such as ACL, EMNLP, ICML, or a similar venue, and I would really appreciate technical feedback on things like:

- Boldness/strength of the claims - Weaknesses - Quality of the results, or if I should include other results

Paper: https://github.com/Sean-Diab/Reviser/blob/main/main.pdf

I would really value any feedback on what I should improve before submitting.

I am also looking for an arXiv endorsement for cs.CL. If anyone here is eligible and feels comfortable helping, my endorsement link is: https://arxiv.org/auth/endorse?x=ISRSI8

Thank you very much.