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Robust and Interactable World Models in Computer Vision [video]

https://www.youtube.com/watch?v=9B4kkaGOozA
1•Anon84•3m ago•0 comments

Nestlé couldn't crack Japan's coffee market.Then they hired a child psychologist

https://twitter.com/BigBrainMkting/status/2019792335509541220
1•rmason•4m ago•0 comments

Notes for February 2-7

https://taoofmac.com/space/notes/2026/02/07/2000
2•rcarmo•6m ago•0 comments

Study confirms experience beats youthful enthusiasm

https://www.theregister.com/2026/02/07/boomers_vs_zoomers_workplace/
2•Willingham•13m ago•0 comments

The Big Hunger by Walter J Miller, Jr. (1952)

https://lauriepenny.substack.com/p/the-big-hunger
1•shervinafshar•14m ago•0 comments

The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•19m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
3•mooreds•19m ago•2 comments

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

1•Buttons840•20m ago•0 comments

Ask HN: How to Reduce Time Spent Crimping?

1•pinkmuffinere•22m ago•0 comments

KV Cache Transform Coding for Compact Storage in LLM Inference

https://arxiv.org/abs/2511.01815
1•walterbell•26m ago•0 comments

A quantitative, multimodal wearable bioelectronic device for stress assessment

https://www.nature.com/articles/s41467-025-67747-9
1•PaulHoule•28m 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•28m ago•0 comments

How to shoot yourself in the foot – 2026 edition

https://github.com/aweussom/HowToShootYourselfInTheFoot
1•aweussom•29m ago•0 comments

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
4•archb•31m 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•31m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•32m ago•0 comments

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

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•32m ago•0 comments

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

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•37m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
4•dragandj•39m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•39m ago•1 comments

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

1•otterley•41m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•42m ago•0 comments

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

https://davmail.sourceforge.net/
1•todsacerdoti•42m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•44m ago•0 comments

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

https://github.com/chinonsochikelue/tharos
1•fluantix•45m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•45m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•46m ago•1 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•47m 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•49m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•49m ago•0 comments
Open in hackernews

Show HN: IncentivizeThis – a bounty board in the era of the Dead Internet

https://www.incentivizethis.com/
5•graerg•7mo ago
"The Internet is dead. The Internet remains dead. And we have killed it."

Online advertising is broken, especially for small or local businesses. You either pay a fortune to giants like Google and Meta for questionable "engagement", or you try to work with niche influencers, which has a whole different set of challenges, not the least of which is that it's hard to scale.

I've been working on IncentivizeThis to create a more direct and (hopefully) authentic alternative. The idea is to connect businesses with content creators in specific communities (both local and online) that are uniquely suited to meet the businesses' advertising requirements.

Imagine a local coffee shop wanting more buzz. They partner with us to sponsor a bounty like: "$10 for every Reddit post in r/YourCity that mentions our new espresso blend and gets 10+ upvotes." A member of the community sees this, writes a genuine post they might have made anyway, and gets paid for it. This creates a hyper-local, word-of-mouth ad network where businesses get what they pay for, and creators are rewarded for their genuine influence. Obviously this could be used for less wholesome purposes, but being the bounty gatekeeper, I'd like to think that we can mitigate this.

Under the hood, the platform is designed to be robust and automated. Bounties are managed as long lived, stateful workflows using Temporal. An LLM performs the content assessment, and creators are paid out instantly in USDC on Solana. Finding the right opportunity is also easy thanks to a semantic search feature for active bounties.

The goal is to build a more effective advertising mechanism for businesses and a new monetization channel for creators. I'd love to get the HN community's feedback on the idea and the execution.

You can check it out at the link above, or if you want to poke around the tech stack, the GitHub is [here](https://github.com/brojonat/affiliate-bounty-board).

Comments

daxterphinkney•7mo ago
Super interesting. How do you check if a bounty was fulfilled? Can I use this for a tontine?
graerg•7mo ago
I’ve implemented Temporal activities that pull content for each supported platform/content type and then feed that into an LLM with the bounty requirements. It’s not very elegant but for an MVP it seems fine.

Now that tool calls and structured outputs are more baked into LLM APIs, I have some refactors planned, to make the Workflow more “agentic”, but I don’t expect the user experience to change all that much; the biggest improvement will be being able to dive deeper into the content, assess images, etc.

rundmc•7mo ago
What's the use case for a tontine?
graerg•7mo ago
I forgot to note: I’m “dogfooding” this…there are bounties available for promoting IncentivizeThis, so have at them!!!
tapiok•7mo ago
The platform allows bounties that condition payment on providing __positive__ reviews. Let's imagine your idea gets traction. Now we do not have ads discernible from the medium content; instead we have content polluted by favorable mentions of businesses/services/products that do not reflect reality. That sounds like a disaster. Maybe one of your platform policies should be that bounties must not condition payments on the reviews to be positive.