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The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•4m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
1•mooreds•5m ago•1 comments

Ask HN: Was my first management job bad, or is this what management is like?

1•Buttons840•6m ago•0 comments

Ask HN: How to Reduce Time Spent Crimping?

1•pinkmuffinere•7m ago•0 comments

KV Cache Transform Coding for Compact Storage in LLM Inference

https://arxiv.org/abs/2511.01815
1•walterbell•12m ago•0 comments

A quantitative, multimodal wearable bioelectronic device for stress assessment

https://www.nature.com/articles/s41467-025-67747-9
1•PaulHoule•14m ago•0 comments

Why Big Tech Is Throwing Cash into India in Quest for AI Supremacy

https://www.wsj.com/world/india/why-big-tech-is-throwing-cash-into-india-in-quest-for-ai-supremac...
1•saikatsg•14m ago•0 comments

How to shoot yourself in the foot – 2026 edition

https://github.com/aweussom/HowToShootYourselfInTheFoot
1•aweussom•14m ago•0 comments

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
3•archb•16m ago•0 comments

From Human Thought to Machine Coordination

https://www.psychologytoday.com/us/blog/the-digital-self/202602/from-human-thought-to-machine-coo...
1•walterbell•17m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•18m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•18m ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•23m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
3•dragandj•25m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•25m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•27m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•27m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•28m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•30m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•31m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•31m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•31m ago•1 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•33m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•34m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•35m ago•0 comments

Autism Incidence in Girls and Boys May Be Nearly Equal, Study Suggests

https://www.medpagetoday.com/neurology/autism/119747
1•paulpauper•36m ago•0 comments

Wellness Hotels Discovery Application

https://aurio.place/
1•cherrylinedev•37m ago•1 comments

NASA delays moon rocket launch by a month after fuel leaks during test

https://www.theguardian.com/science/2026/feb/03/nasa-delays-moon-rocket-launch-month-fuel-leaks-a...
1•mooreds•37m ago•0 comments

Sebastian Galiani on the Marginal Revolution

https://marginalrevolution.com/marginalrevolution/2026/02/sebastian-galiani-on-the-marginal-revol...
2•paulpauper•40m ago•0 comments

Ask HN: Are we at the point where software can improve itself?

1•ManuelKiessling•41m ago•2 comments
Open in hackernews

Show HN: Lumethic – Verify photo authenticity by comparing RAW to JPEG

https://www.lumethic.com/en
2•byfx•2mo ago
Image generators are now good enough that many photos online could be synthetic, making it harder to know which ones to trust.

Lumethic verifies a photo by comparing the final JPEG to the camera’s RAW file. The RAW contains sensor-level noise and other physical characteristics that are difficult to fake, making it a strong source of truth.

The service runs several checks between RAW and JPEG: structural comparison, histogram analysis, perceptual hashing, metadata consistency, and face-region consistency when faces appear. If everything aligns within normal editing ranges, it generates a verification report and embeds a C2PA signature so other tools can validate it.

Basic edits like exposure, cropping, rotation, and color work are expected to pass. Scene changes usually fail.

The web UI requires no account and includes three free verifications. Upload a RAW and its JPEG and wait for the report.

Try here: https://www.lumethic.com/en/verify

Example report: https://www.lumethic.com/en/shared/db4cf01b-4cdf-4a31-a897-5...

RAW files are deleted after processing. The system uses C2PA, runs in the EU, includes a REST API for automation, and has a Lightroom Classic plugin.

Happy to answer questions about the verification process.

Comments

byfx•2mo ago
You can try uploading any RAW + JPEG pair. The report shows exactly which checks passed or failed. Interested to hear if anyone sees unexpected results.