Jak by mohla možná vypadat něčí prádelna 2030
Takto divně to nakreslil ChatGPT
Samsung - Stay Connect
LG - Keep Remote Start ON
Gorenje - Remote Start (24 h)
Bosch - Remote Start (Home Connect)
Haier - Always-on Remote Control (hOn)
AEG - Remote Start / Remote Start Mode
Siemens - Remote Start / Remote Control (Home Connect)
Hoover - Remote Control (hOn);
přesný ekvivalent „Stay Connect po dokončení“ nemá výrobce jasně pojmenovaný.
Léto 2026 Unitree
2× tříprstá ruka Dex3-1 (tactile verze), silově řízená (force-controlled)
7 DoF na každou ruku (palec 3, ukazovák 2, prostředník 2)
Každá ruka má 7 DoF a 33 taktilních senzorů, což umožňuje přesnější řízení úchopu a práci s objekty.
Loop Engineering: The Karpathy Method - and the workflow that just made it 5x better
Andrej Karpathy autoresearch
https://github.com/karpathy/autoresearch
Bilevel Autoresearch: Meta-Autoresearching Itself
Who knew early singularity could be this fun? :)
I just confirmed that the improvements autoresearch found over the last 2 days of (~650) experiments on depth 12 model transfer well to depth 24 so nanochat is about to get a new leaderboard entry for “time to GPT-2” too. Works 🤷♂️
https://x.com/karpathy/status/2030777122223173639
How I Built a Skill That Makes All My Other Skills Better (Using Karpathy's Autoresearch)
I had 20+ skills running my newsletter. The Karpathy Loop showed me most of them were operating at half their potential.
I Turned Andrej Karpathy’s Autoresearch Into a Universal Skill
TheGreenCedar / codex-autoresearch
A codex plugin for running optimization loops inside a codebase. It is useful when you have a measurable target and many possible changes to try: test runtime, build speed, bundle size, model loss, Lighthouse scores, memory use, query latency, or any other metric you can print from a script.
https://github.com/TheGreenCedar/codex-autoresearch
leo-lilinxiao / codex-autoresearch
Codex Autoresearch Skill — A self-directed iterative system for Codex that continuously cycles through: modify, verify, retain or discard, and repeat indefinitely. Inspired by Karpathy’s autoresearch concept.
https://github.com/leo-lilinxiao/codex-autoresearch
ResearcherSkill
Cursor/Claude/Codex současně: ResearcherSkill
https://github.com/evo-hq/evo
Správné zapojení do workflow
Záměr a akceptační kritéria
↓
běžný agent vytvoří funkci
↓
autoresearch optimalizuje pouze měřitelnou vlastnost
↓
testy a guardy odmítnou regrese
↓
člověk zkontroluje nejlepší diff
Jak nastavit měřitelné metriky
Cíl: Co přesně zlepšujeme?
Baseline: Aktuální hodnota.
Primární metrika: Jedno číslo a směr.
Cíl: Hodnota, které chceme dosáhnout.
Benchmark: Jeden opakovatelný příkaz.
Guardy: Co se nesmí zhoršit.
Scope: Které soubory lze měnit.
Rozpočet: Počet pokusů / čas / náklady.
Stop: Cíl dosažen nebo N pokusů bez zlepšení.
Např:
Cíl: Zrychlit import CSV.
Baseline: p95 = 4,8 s.
Metrika: p95 v ms, nižší je lepší.
Cíl: ≤ 3,0 s.
Benchmark: npm run benchmark:csv
Guardy: 100 % testů; shoda výstupu; RAM ≤ 600 MB.
Scope: src/import/**.
Rozpočet: 12 pokusů.
Stop: 4 pokusy bez statisticky významného zlepšení.
Nejdůležitější pravidlo:
jedna optimalizovaná metrika + několik nepřekročitelných guardů. Jinak agent metriku „zlepší“ například vypnutím části práce nebo snížením správnosti. Evo na toto riziko výslovně upozorňuje.
Hub → Spokes → Replies → Insights → Better Hubs
COS OS
I Connected ChatGPT to Typefully and Built an X Content Operating System
Turn ChatGPT into a personal operating system, not a toy. Here’s how I structured it
https://www.generals.bot
https://EquiLibre.ai
https://x.com/pesvklobouku/status/2075228900544655609
Můj bratr nemluví a je kvadriplegik v důsledku onemocnění zvaného leukodystrofie související s genem Tubb4a, známého také jako H-ABC:
My brother is nonspeaking and quadriplegic due to a condition called Tubb4a-related Leukodystrophy also known as H-ABC:
Giving my brother independence again
Co se stalo s Benem?
Chodíš na fyzioterapii?
Jsou ty dlahy na ruce vůbec pohodlné?
Měl něco podobného i Stephen Hawking?
Funguje na úrovni třicetiletého člověka?
Jak Ben jí?
Dá se Benův stav vyléčit?
Bolí ho to?
Jak předcházíte proleženinám?
Jak Ben komunikuje?
Mluví Ben s Elouise?
Opravdu to Ben píše na klávesnici?
Uvažovali jste o Neuralinku?
Je Ben opravdu tak šťastný?
Jak Ben chodí na toaletu?
Proč nosí Ben obličejový štít?
Pořídil si Ben psa?
Jakou hudbu má Ben rád?
What happened to Ben?
Are you doing physical therapy?
Are those arm splints comfortable at all?
Is this what Stephen Hawking had?
Is he operating at the capacity of a 30-year-old?
How does Ben eat?
Can Ben's condition be cured?
Does his condition hurt?
How do you prevent pressure sores?
How does Ben communicate?
Does Ben talk to Elouise?
Is Ben really typing that?
Have you considered Neuralink?
Is Ben really this happy?
How does Ben use the bathroom?
Why does Ben wear a face shield?
Did Ben get a dog?
What music does Ben like?
Revealing the Answers | Life With a Rare Disease
NARBE House
Your Questions Answered
This video goes over your most frequently asked questions about Ben.
https://www.narbehouse.com
Free games built for switch users
https://www.switchedgames.org
NARBE Foundation invests in projects that prove people with complex needs deserve autonomy, connection, and choice. We support the builders and share what works
https://www.narbefoundation.org
Brilliant article that shows that around 90% of the articles published in the #SocialSciences
from 1960 - 2025 are politically situated "to the left of center."
https://x.com/MartinFieder/status/2081037391628820939
The ideological orientation of academic social science research 1960–2024
https://link.springer.com/article/10.1007/s11186-026-09690-2
James Manzi
Open access Published: 16 March 2026
Neutrality Project - Political Neutrality Benchmark
https://github.com/NeutralityProject/political-compass-benchmark
How does a country make itself safe and productive?
— Dr Jordan B Peterson (@jordanbpeterson) July 25, 2026
Great Britain did it with Christianity—and by executing or imprisoning the worst males in every generation for hundreds of years.
By the 1960s, the country was so civilized that policeman carried nothing but a nightstick,…
profesor universities ideology left woke right
How to generate storyboard with LLM
 |
| Simple storyboard how to sketch (for full res. download) |
Credit: all inspired by prompt from 𝐌 Strength04_X
Step 1: Generate storyboard with GPT Image 2
Create a high-end 4:3 manufacturing pitch deck storyboard in 3x4 grid (12 frames), industrial editorial layout, ThyssenKrupp/Tata Steel style, forge orange + iron grey palette.
Add a bold centered heading at the top of the storyboard:
'FORGE — STEEL MANUFACTURING EDITORIAL'.
Structured flow:
raw ore → furnace → pour → roll → form → ship closure.
Each frame split: top cinematic image (no text) + bottom production process notes. Heavy industry minimal aesthetic, molten power mood, human and machine together.
A river of molten steel pouring from a ladle is the emotional center throughout.
Make the aspect ratio 4:3
Step 2: Take each frame into Seedance 2.0.
Set to 1080p to preserve text clarity
Animate the provided 3x4 storyboard into a smooth cinematic video.
Preserve exact shot order and continuity.
Use slow molten pour arc, spark shower cascade, rolling mill compression, and finished steel sheet reflection.
Lighting transitions from dark furnace fire orange to cool factory floor industrial white.
Manufacturing editorial aesthetic, raw industrial power, precision at scale mood.
No new shots, no reordering, molten steel pour remains emotional focus in all scenes.
Why Enterprise Buyers Research You Before They Contact You
1. Trust Inflation Is Real, And Buyers Will Stalk You
2. Your Entire Digital Footprint Is Now A Sales Asset
3. LLMs Are The New Referral Network
4. The GEO Framework: Entity Clarity, Entity Consistency, Then Scale
5. The Future Of B2B Discovery Is Conversational
Step 1: Generate storyboard with GPT Image 2
Create a warm 4:3 pencil-sketch teaching storyboard in 3x4 grid (12 frames).
A grandfather teaches his grandchildren how to sketch a HOUSE with pencil on paper.
Quiet family atelier mood, soft daylight, wooden table, sketchbooks, pencils, erasers,
simple teaching gestures, step-by-step learning.
No visible faces. Nobody looks into camera. Faces are always hidden, turned away,
cropped out, seen from behind, or covered by hands/paper. Heads are only partially
glimpsed once in the entire storyboard.
Add a bold centered heading at the top:
'GRANDFATHER TEACHES PENCIL SKETCHING — HOUSE'.
Structured flow:
blank paper → basic rectangle → roof triangle → perspective lines → windows → door
→ chimney → shadows → texture → garden details → correction → finished house sketch.
Each frame split:
top cinematic pencil-sketch teaching scene, no text;
bottom short process notes.
Minimal nostalgic editorial layout, graphite grey + warm paper palette.
Make the aspect ratio 4:3
Sketching Practice Inside of a Room Perspective and 3D Form - YouTube
algorithm algorithmic llm ai
inspiration imagination vision
story
