Hacker News
Fort Hood Shooter's Execution Will Be Public and Streamed Live, Pentagon Says
Article URL: https://www.nytimes.com/2026/10/08/us/politics/fort-hood-execution-streamed-public.html
Comments URL: https://news.ycombinator.com/item?id=50014228
Points: 7
# Comments: 2
A Lecture to the Makers
Article URL: https://bengoertzel.substack.com/p/a-lecture-to-the-makers-delivered
Comments URL: https://news.ycombinator.com/item?id=50014210
Points: 3
# Comments: 0
Show HN: I built an open-source AWS FinOps auditor using Pandas
Article URL: https://github.com/Ace7-coder/aws-finops-auditor-lite
Comments URL: https://news.ycombinator.com/item?id=50014201
Points: 2
# Comments: 0
ICE Emails Discuss Using Palantir-Supported Tool to Investigate Voter Fraud
Article URL: https://www.wired.com/story/ice-emails-discuss-using-palantir-supported-tool-to-investigate-voter-fraud/
Comments URL: https://news.ycombinator.com/item?id=50013561
Points: 1
# Comments: 0
Scientists invent new kind of clock
Article URL: https://www.the-independent.com/tech/clock-new-atomic-nuclear-time-b3062910.html
Comments URL: https://news.ycombinator.com/item?id=50013555
Points: 1
# Comments: 0
'Breathtaking,' 'Devastating': Mathematics Reels After New OpenAI Release
Article URL: https://www.nytimes.com/2026/10/08/science/mathematicians-respond-openai-release.html
Comments URL: https://news.ycombinator.com/item?id=50013552
Points: 1
# Comments: 0
Highly multiplexed mammalian metabolic engineering with a shotgun approach
Article URL: https://www.nature.com/articles/s41587-026-03318-7
Comments URL: https://news.ycombinator.com/item?id=50013541
Points: 1
# Comments: 0
Spinal: A near-instant, predictive surface for any codebase
Article URL: https://spinal.sh/
Comments URL: https://news.ycombinator.com/item?id=50013525
Points: 1
# Comments: 0
Google Is Pushing Scam Videos on Elderly and Cognitively Impaired People
Article URL: https://www.currentaffairs.org/news/how-google-is-pushing-scam-videos-on-elderly-and-cognitively-impaired-people
Comments URL: https://news.ycombinator.com/item?id=50013523
Points: 1
# Comments: 0
What Are the Remaining Millennium Prize Problems?
Article URL: https://www.nytimes.com/2026/10/08/science/millennium-prize-problems-explainer.html
Comments URL: https://news.ycombinator.com/item?id=50013520
Points: 1
# Comments: 0
A growing collection of front end interview demos, built without frameworks
Article URL: https://brysonbw.github.io/js-demos/
Comments URL: https://news.ycombinator.com/item?id=50013517
Points: 1
# Comments: 0
Open Source Agent Traces with 206B tokens and 1M toolcalls
Article URL: https://huggingface.co/datasets/harvardMadsys/freeinference_agentic_trace
Comments URL: https://news.ycombinator.com/item?id=50013516
Points: 3
# Comments: 0
Pentagon to livestream military execution of Ft Hood shooter
OSS Scanner by Anthropic
Article URL: https://red.anthropic.com/oss-scanner/
Comments URL: https://news.ycombinator.com/item?id=50013453
Points: 1
# Comments: 1
HN Help and Forward Advice, Ideas: New Algo, Lossless MRT/CT, Astro
Hey HN,
at first, i'm not from that subject field so I dont know what to do. I'm an ordinary engeneer with basics and unorthodox thinking. I used Claude to help me implement. Its a process of several months and bazills of millions of tokens of work. I can't show or disclose, begging for your understanding.
I can't beat WEBP lossless on kodak test suite, YET; But I'm like 5% worser on RGBa. CMYK's similar. Here, the advantage is me being 5-15x faster as WEBP / other lossless codecs. Not yet fully confirmed, but promissing results WEBP will be knocked too. My lossy compression is better than JPEG sometimes, but always ~10++ times faster. Very big building field right now.
The figures are very promissing on lossless video. On cpu cycles beating every SOTA methods by being upto 15x faster or so. Possible path. My lossy shows better sharpness and details in (very) fast moving scenes (1080p, 2k, 4k incl. hdr), while being only ~5-10% bigger than heif and avc, and others with comperable compression params. May be is resolved in x-xx weeks.
→ noticed, my lossless works better as SOTA (JPEG LS, JPEG 2000 and JPEG XL, each lossless mode) on medical imaging / DICOM, voluminetric medical/scientific data, handles pixel bitdepths >32bit; >32000x32000px (jpeg didnt even consume). It seems to scale res/depth without issues. Runs on data from various MRT/CT Imagers and formats found for download show ~15%-50% percent better compression as SOTA/DICOM, at a fraction of cycles. Some results:
CT volumes, ratio and (encode / decode seconds)
- pancreas, 185 slices → 3.26 (0.7 / 0.6) │ JPEG-LS: 2.69 (2.3 / 1.8) │ JPEG 2000: 2.71 (10.6 / 8.5) │ FFV1: 2.70
- COVID chest, 2464 slices → 4.48 (10.0 / 8.6) │ JPEG-LS: 3.30 (24.6 / 18.9) │ JPEG 2000: 3.12 (129 / 101) │ FFV1: 3.21
- Colonography, 950 slices → 2.79, was 2.59 │ JPEG-LS: 2.73 (10.9 / 8.8) │ JPEG 2000: 2.61 (55.6 / 44.2) │ FFV1: 2.99
- LIDC lung, 764 slices, 12-bit → 2.67 (3.1 / 2.8) │ JPEG-LS: 2.40 (9.9 / 7.7) │ JPEG 2000: 2.40 (46.1 / 37.9) │ FFV1: 2.37
- TCGA kidney, 820 slices → 3.31 (3.3 / 2.9) │ JPEG-LS: 2.87 (9.2 / 7.1) │ JPEG 2000: 2.74 (48.1 / 37.3) │ FFV1: 2.80
MR and SAR data is also a possible play field with some prommissing results I've already seen.
So, as everyone too, i want $$$. I decided to walk my own way after being fired in 2 mins two years ago and I dont have much financial reserves left, without getting income atm. Can't start employment; Need & Want to fight with Claude 23h/7d instead on other ideas I'm working on since years. Need MONEY!! So, if you would be me. Open Sourcing the algorithm is bread-less and doesn't pay my/your bills.
I'm seeking Advice or Ideas on how would you approach it, if you were me - with max profit in the head (.. but still do good!).
The actual and future storage/memory crisis opens up a lever. My approach puts together: storage AND compute can both be siginificantly reduced.
- AWS health services, google health and some other smaller cloud service providers - Medical imaging device producers (mrt/ct) saving on cpu and memory - Physicians using SaaS for storage/viewing - Astro/Scientific imaging and processing - Possible space/satelite imaging/data, not giving up on it yet.
But how to approach?? If you give it to x, then y will need it too for processing x's data. This gives a conflict in interest. Interest is profit max. What could end up as a strategy? How to find someone to pitch? Selling? Licensing? Other models? Patenting may not work / doesn't use patented methods.
Appreciate any answer and 'thank you' to everyone reading. If I dont respond to your comment, think of me saying 'thank you' while bowing very deeply, weaving my hat. This post is not meant to let others do my work, its a scream for direction - kind of desperate & blind
Comments URL: https://news.ycombinator.com/item?id=50013450
Points: 1
# Comments: 0
Amazon phasing out Fire Tablets
Article URL: https://www.theverge.com/tech/1008059/amazon-phasing-out-fire-tablet-panos-panay
Comments URL: https://news.ycombinator.com/item?id=50013449
Points: 2
# Comments: 1
How to Make a Compute-Bound Problem Actually Compute-Bound
Article URL: https://yang-yifan.github.io/blogs/reg_tile/reg_tile.html
Comments URL: https://news.ycombinator.com/item?id=50013437
Points: 1
# Comments: 0
Voters are split on whether or not to save Bay Area public transit
Article URL: https://www.sfgate.com/politics/article/muni-bart-tax-measure-22465205.php
Comments URL: https://news.ycombinator.com/item?id=50013402
Points: 2
# Comments: 0
Virgil –a CLI that routes tasks through a local library before calling any model
Article URL: https://virgil-ai.cloud/intro
Comments URL: https://news.ycombinator.com/item?id=50013400
Points: 3
# Comments: 0
Marchetti's Constant
Article URL: https://en.wikipedia.org/wiki/Marchetti%27s_constant
Comments URL: https://news.ycombinator.com/item?id=50013371
Points: 1
# Comments: 0
