Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.

A cearense Einship recebeu cheque da gringa Parceiro Ventures para acelerar expansão internacional e expandir sua plataforma AI-native

The most powerful thing about understanding bitcoin is accepting the fact that everything you thought you knew about finances was basically a lie

This really shows you what kind of person can even understand it in the first place, because most people with…

I will keep pounding this drum, but the entire last cycle was during economic headwinds

The correlation here is not up for debate

I truly believe that the “diminishing returns” crowd are going to have their next reset in the future

I love when people tell me that a finite money doesn’t work in an economy

The reason I love this so much is because the world has never even had an adequate and functional money that could operate in a finite capacity until bitcoin was discovered

We’ve…

Satsuma shareholders voted 90%+ on July 20 to dump 668 BTC and delist from the LSE. Less than 20% of £163.6M raised will be returned.

The writing assignments I give my students are gym tasks, not work tasks. I ask them to write policy memos not because the world needs more policy memos. I assign …

The Fremont Factory produced the 10 millionth Tesla vehicle globally this week, showcasing impressive manufacturing growth over nearly two decades

Text-to-Image Arena helps you find image generation models with granular categories. Now, we’re bringing that same level of detail to image editing by launching categories in Single and Multi-Image Edit Arenas.

With millions of real user comparisons, Arena…

We analyzed >3M votes to see if our 7 categories were truly independent. The answer? Not exactly.
- Photorealistic + Portraits overlap 64%.
- Commercial Design + Text Rendering overlap 36%.
- Photorealistic and Art overlap under 1% — they're different jobs.

For more details, check out the full leaderboard: https://arena.ai/leaderboard/image-edit

Today we’re launching AutoEval: a new evaluation methodology that ranks models using reward models based on millions of real Arena user preferences.

Highlights:
- High-quality evaluation signals calibrated on real preference data
- Strong alignment with…

How does AutoEval produce Arena Score?

For a new model to be evaluated, we generate responses on prompts sampled from live Arena evaluations. A pointwise reward model on millions of pairwise human votes to score each response and converts score differences…

We train our reward model to handle challenges like preference shifts, increasingly subtle model differences, ambiguous tie votes, and longer and more context-dependent interactions. To evaluate it fairly, we use a temporal holdout: train on historical votes…

AutoEval scores provide an early signal for comparing candidate model checkpoints before full live results become available.

We compared AutoEval’s early ordering with the final live leaderboard. When two models were separated by at least 10 Arena points…

The same approach extends beyond text. Across vision, image generation, and code arena, we train modality-specific reward models on live Arena preferences.

For example, on Text-to-Image, our reward model was trained on more than 3 million preference pairs.…

Read more about AutoEvals on our blog: http://arena.ai/blog/autoeval-scores

Inkling-Small (@thinkymachines) debuts at rank ~#88 (1431 pts, AutoEval) in Text Arena and ~#21 among open.

This makes it one of only five US models in the top 25 open models overall.

Note: this is an early AutoEval score, in which a Reward Model trained…

Dive into the Inkling-Small AutoEval scores on Text Arena at: http://arena.ai/leaderboard/text

Read more about AutoEval scores and our methodology on our blog: http://arena.ai/blog/autoeval-scores

⛏️ Block 960,289 just signaled BIP-110!
15 of 674 blocks this period — 2.23%.
#BIP110 #Bitcoin [period 476]
https://bip110monitor.com?data=eyJwY3QiOjIuMjMsInNpZyI6MTUsInRvdGFsIjo2NzQsInBlcmlvZCI6NDc2LCJzeW5jZWQiOnRydWUsImJpcE51bSI6IjExMCJ9.zqjSWUbcLXoHTC…