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Transcribe your aunts post cards with Gemini 3 Pro

https://leserli.ch/ocr/
1•nielstron•1m ago•0 comments

.72% Variance Lance

1•mav5431•2m ago•0 comments

ReKindle – web-based operating system designed specifically for E-ink devices

https://rekindle.ink
1•JSLegendDev•3m ago•0 comments

Encrypt It

https://encryptitalready.org/
1•u1hcw9nx•3m ago•0 comments

NextMatch – 5-minute video speed dating to reduce ghosting

https://nextmatchdating.netlify.app/
1•Halinani8•4m ago•1 comments

Personalizing esketamine treatment in TRD and TRBD

https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1736114
1•PaulHoule•6m ago•0 comments

SpaceKit.xyz – a browser‑native VM for decentralized compute

https://spacekit.xyz
1•astorrivera•6m ago•1 comments

NotebookLM: The AI that only learns from you

https://byandrev.dev/en/blog/what-is-notebooklm
1•byandrev•7m ago•1 comments

Show HN: An open-source starter kit for developing with Postgres and ClickHouse

https://github.com/ClickHouse/postgres-clickhouse-stack
1•saisrirampur•7m ago•0 comments

Game Boy Advance d-pad capacitor measurements

https://gekkio.fi/blog/2026/game-boy-advance-d-pad-capacitor-measurements/
1•todsacerdoti•7m ago•0 comments

South Korean crypto firm accidentally sends $44B in bitcoins to users

https://www.reuters.com/world/asia-pacific/crypto-firm-accidentally-sends-44-billion-bitcoins-use...
2•layer8•8m ago•0 comments

Apache Poison Fountain

https://gist.github.com/jwakely/a511a5cab5eb36d088ecd1659fcee1d5
1•atomic128•10m ago•1 comments

Web.whatsapp.com appears to be having issues syncing and sending messages

http://web.whatsapp.com
1•sabujp•11m ago•2 comments

Google in Your Terminal

https://gogcli.sh/
1•johlo•12m ago•0 comments

Shannon: Claude Code for Pen Testing: #1 on Github today

https://github.com/KeygraphHQ/shannon
1•hendler•12m ago•0 comments

Anthropic: Latest Claude model finds more than 500 vulnerabilities

https://www.scworld.com/news/anthropic-latest-claude-model-finds-more-than-500-vulnerabilities
2•Bender•17m ago•0 comments

Brooklyn cemetery plans human composting option, stirring interest and debate

https://www.cbsnews.com/newyork/news/brooklyn-green-wood-cemetery-human-composting/
1•geox•17m ago•0 comments

Why the 'Strivers' Are Right

https://greyenlightenment.com/2026/02/03/the-strivers-were-right-all-along/
1•paulpauper•18m ago•0 comments

Brain Dumps as a Literary Form

https://davegriffith.substack.com/p/brain-dumps-as-a-literary-form
1•gmays•19m ago•0 comments

Agentic Coding and the Problem of Oracles

https://epkconsulting.substack.com/p/agentic-coding-and-the-problem-of
1•qingsworkshop•19m ago•0 comments

Malicious packages for dYdX cryptocurrency exchange empties user wallets

https://arstechnica.com/security/2026/02/malicious-packages-for-dydx-cryptocurrency-exchange-empt...
1•Bender•19m ago•0 comments

Show HN: I built a <400ms latency voice agent that runs on a 4gb vram GTX 1650"

https://github.com/pheonix-delta/axiom-voice-agent
1•shubham-coder•20m ago•0 comments

Penisgate erupts at Olympics; scandal exposes risks of bulking your bulge

https://arstechnica.com/health/2026/02/penisgate-erupts-at-olympics-scandal-exposes-risks-of-bulk...
4•Bender•20m ago•0 comments

Arcan Explained: A browser for different webs

https://arcan-fe.com/2026/01/26/arcan-explained-a-browser-for-different-webs/
1•fanf2•22m ago•0 comments

What did we learn from the AI Village in 2025?

https://theaidigest.org/village/blog/what-we-learned-2025
1•mrkO99•22m ago•0 comments

An open replacement for the IBM 3174 Establishment Controller

https://github.com/lowobservable/oec
1•bri3d•25m ago•0 comments

The P in PGP isn't for pain: encrypting emails in the browser

https://ckardaris.github.io/blog/2026/02/07/encrypted-email.html
2•ckardaris•27m ago•0 comments

Show HN: Mirror Parliament where users vote on top of politicians and draft laws

https://github.com/fokdelafons/lustra
1•fokdelafons•28m ago•1 comments

Ask HN: Opus 4.6 ignoring instructions, how to use 4.5 in Claude Code instead?

1•Chance-Device•29m ago•0 comments

We Mourn Our Craft

https://nolanlawson.com/2026/02/07/we-mourn-our-craft/
2•ColinWright•32m ago•0 comments
Open in hackernews

A mathematical ceiling limits generative AI to amateur-level creativity

https://www.psypost.org/a-mathematical-ceiling-limits-generative-ai-to-amateur-level-creativity/
16•geox•2mo ago

Comments

MrCoffee7•2mo ago
The conclusion of this article is false. There are many counterexamples to it. Just one example - an AI generated song topped the Spotify chart https://www.forbes.com/sites/conormurray/2025/11/20/apparent...
metalman•2mo ago
top pop is and has been formulaic and entirely the product of commitees for many decades, with a very significant number of "hits" never actualy performed live , and those that are, are anything but "creative", bieng 100% scripted, and micro stage managed, with lip sinking bieng rampant. I forget, and dont care to remember the widly known limits on tempo, key, and chord change's. That fully boxing and computerising it has happened now, is just an inevitability realised. The last bit is that "poularity" is very much a product, and has essentialy no basis in an organic demand.....you cant like something, you never hear, and what people get to hear is decided, for them. So "spotify" decides to push something to the top of the chart, and looky there, it happens.
anigbrowl•2mo ago
By expressing this relationship through a mathematical formula, the study identified a specific upper limit for AI creativity. Cropley modeled creativity as the product of effectiveness and novelty. Because these two factors work against each other in a probabilistic system, the maximum possible creativity score is mathematically capped at 0.25 on a scale of zero to one.

'It's just autocorrect', engineering version

Ukv•2mo ago
The paper's reasoning appears to be:

1. Creativity = Effectiveness × Novelty, all ranging from 0 to 1

2. In LLM outputs, effectiveness/novelty are negatively correlated (higher-scored continuations have higher effectiveness but lower novelty, and vice versa)

3. "the negative correlation of E[ffectiveness] and N[ovelty] means that Novelty [...] can be expressed as one minus the Effectiveness"

4. So the creatvitiy equation becomes Creativity = Effectiveness × (1 - Effectiveness), which maxes out at 0.25 creativity

5. 0.25 creativity corresponds to the boundary between amateur and professional creativity ("the 4Cs representation of creativity")

But just because there's a negative correlation between E and N does not mean that N = 1 - E. The exact correlation wouldn't matter if these were just arbitrary units with no defined scale or zero-point, but the conclusion rests on referencing "0.25 creativity" against an existing scale to determine its meaning. That there's a negative correlation/trade-off between the two (straying from well-established solutions increases risk of failure) doesn't seem unique to LLMs.