frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

When a Platform Stops Saying "Automation" and Starts Saying "LLM"

1•ppolicyco•1h ago
Enforcement Risk Dossier | PlatformPolicy Risk Brief

… On January 20, 2026, eBay did not launch a feature. It revised a clause that governs access. Previous language prohibited “automated means.” Updated language (binding February 20, 2026) explicitly names: “buy-for-me agents, LLM-driven bots, or any end-to-end flow that attempts to place orders without human review…” That parenthetical is the structural shift. AI agents moved from implied coverage to explicit contractual identity. What was once broad and interpretive became specific and enforceable. When categories are named, interpretive space narrows. Narrower interpretation reduces enforcement latency. Reduced latency expands unilateral control over the access layer. … From Technical Signal to Contractual Codification December 2025: eBay robots.txt prohibited the same AI categories. Bots from named AI companies were restricted; selected integrations retained access.

Sequence: Technical constraint -> Named AI blocking -> Contractual embedding. In parallel, Amazon escalated against Perplexity’s Comet AI agent (cease-and-desist October 31; federal complaint November 4, 2025). Technical signals precede legal escalation; legal escalation precedes contractual hardening; contractual hardening precedes enforceable restriction. Specification replaces ambiguity and creates executable breach conditions. … Why Naming Changes Power Generic bans require interpretation. Explicit AI constructs reduce legal and computational uncertainty.

Explicit categorization enables: deterministic breach classification automated detection at scale faster enforcement stronger arbitration posture Machine-readable prohibition lowers cost and increases enforcement velocity. Velocity of classification becomes velocity of revenue impact. … Structural Dependency Asymmetry (SDA) The same update broadened arbitration and class waivers. Continued use constitutes binding acceptance. Substantive authority consolidated. Procedural leverage narrowed.

Structural Dependency Asymmetry: a regime where access rules may be modified unilaterally while dependent revenue remains revocable and dispute channels fragment. Under SDA, control over the access layer becomes the underwriting variable. Identical revenue lines trade at different multiples depending on who controls definitional authority. … Capital Implication For RAG pipelines, automated pricing engines, and agentic checkout flows, revenue becomes contract-contingent. Contract-contingent revenue carries structural variance. Higher variance increases discount rates and compresses valuation multiples.

Interpretation risk becomes pricing risk. … Conclusion This is not a minor automation policy revision. It is the codification of AI agency inside enforceable contract language.

What changed is the specification of agency. What it means is the repricing of dependency.

Applejak: Interpreter for a subset of K programming language for Super CHIP-8

https://internet-janitor.itch.io/applejak
1•tosh•1m ago•0 comments

Ask HN: What Matters Most in Tech? Awards, Media Praise, or Peer Respect

2•SoundsDebatable•3m ago•1 comments

Show HN: Dq – pipe-based CLI for querying CSV, JSON, Avro, and Parquet files

https://github.com/razeghi71/dq
1•razeghi71•3m ago•0 comments

ChatGPT's hidden bias about your state or city

https://www.washingtonpost.com/technology/interactive/2026/see-chatgpts-hidden-bias-about-your-st...
1•Sherl•3m ago•1 comments

Show HN: GitHub Tray for GNOME gets a big update: notifications, Actions, issues

1•debba•7m ago•0 comments

Metabolism (Architecture)

https://en.wikipedia.org/wiki/Metabolism_(architecture)
1•azhenley•8m ago•0 comments

Ask HN: What's one thing that interested you this week?

1•subdomain•13m ago•0 comments

BreakPoint: Local-first CI gate for LLM output changes (cost, PII, drift)

https://github.com/cholmess/breakpoint-ai
1•cholmess21•16m ago•1 comments

Amazon dethrones Walmart as the world's biggest company by sales

https://www.npr.org/2026/02/19/nx-s1-5719173/amazon-walmart-biggest-company-by-sales
1•geox•17m ago•0 comments

Tube passengers targeted in 'smishing' scam, court told

https://www.bbc.co.uk/news/articles/cg4gkzw971go
1•edward•21m ago•0 comments

Your Android phone has a desktop mode you're probably not using

https://www.makeuseof.com/android-phone-has-desktop-mode-youre-probably-not-using/
2•teleforce•27m ago•0 comments

Democratizing cryptographic silicon verification with Infra-Red imaging (2024)

https://www.bunniestudios.com/blog/2024/iris-infra-red-in-situ-project-updates/
2•transpute•27m ago•0 comments

Symplex Protocol – semantic intent vectors for AI agent communication (Go, v0.1)

https://github.com/olserra/symplex
1•olserra•28m ago•1 comments

The Rise of Invisible Unemployment in Tech: 2026 Will Be the Year It Changes

https://www.saastr.com/the-rise-of-invisible-unemployment-in-tech-2026-will-be-the-year-when-ever...
1•bentobean•30m ago•0 comments

Ask HN: How do you monitor and retry failed webhooks in production?

2•GoatPerfect•30m ago•2 comments

Write Perfect Emails in Seconds

4•vinayofc•30m ago•0 comments

The New Mexico cave expanding our search for alien life

https://www.bbc.com/future/article/20260130-how-deep-caves-are-transforming-our-search-for-extrat...
1•marc__1•31m ago•0 comments

Functionalized Coatings as Biohybrid UV-Sensors

https://advanced.onlinelibrary.wiley.com/doi/10.1002/admi.202500125
1•PaulHoule•31m ago•0 comments

Show HN: PrivateOS: An AI agent that runs on your phone

https://private-os.vercel.app
3•pruthvi77•32m ago•1 comments

CipherDrop

https://www.cipherdrop.app/
1•shablulman•33m ago•0 comments

Announcing Oracle Solaris 11.4 SRU90

https://blogs.oracle.com/solaris/announcing-oracle-solaris-11-4-sru90
3•pjmlp•34m ago•0 comments

Ask HN: My startup failed. How do I get back?

2•kflywheel•34m ago•0 comments

MacBook Tilt Sim Toy – One-Shot Experiment

https://github.com/NSEvent/tilt-sim-experiment
1•thekevintang•37m ago•0 comments

The Cuneiform Tablets of 2015 [pdf]

https://tinlizzie.org/VPRIPapers/tr2015004_cuneiform.pdf
1•tosh•39m ago•0 comments

Automated PR risk scoring with LLMs

https://github.com/KinanNasri/PRScope
1•KinanNasri•40m ago•1 comments

Show HN: Tapedeck – A 4-track cassette recorder in your terminal, built in Rust

https://github.com/manthan787/tapedeck
2•EmTekker•41m ago•1 comments

Mining metrics from unstructured logs (2022)

https://coroot.com/blog/engineering/mining-metrics-from-unstructured-logs/
1•hhthrowaway1230•41m ago•0 comments

Show HN: 149/year landing page and hosting and domain for small businesses

1•laci27•42m ago•0 comments

Evidence of the bouba-kiki effect in naïve baby chicks

https://www.science.org/doi/10.1126/science.adq7188
4•suddenlybananas•42m ago•1 comments

Postmortem: Clerk System Outage (February 19, 2026)

https://clerk.com/blog/2026-02-19-system-outage-postmortem
1•hisamafahri•44m ago•0 comments