New: When benchmarks break: the case for traceable evaluator provenance.
01 Jun 2026, 11:50
📌 New: When benchmarks break: the case for traceable evaluator provenance
The METR time-horizons graph, cited everywhere from policy briefings to capability roundups, has been publicly contested. A detailed teardown documents what one critic described as numerous severe errors. The graph had become a load-bearing reference for an industry whose habit is to cite it and move on.
This is not about METR specifically. It is the latest, loudest instance of a category: benchmarks that have no traceable evaluator provenance behind them. When the underlying judgement chain is opaque, any methodology question becomes an unfalsifiable argument. Trust collapses to authority, and authority is exactly what every external observer was already sceptical of.
Evaluator provenance is the verifiable chain from "this person made this judgement at this time, using this rubric" through to the aggregate statistic. The standards stack has been mature for years: W3C Decentralized Identifiers, W3C Verifiable Credentials, W3C Bitstring Status Lists. With it in place, who made each judgement, what methodology was attested, and what has happened to the credential since all become observable to anyone outside the publishing organisation.
This is Day 1 of Ontology Roundup, Issue 02.
Read it 👉
Same news in other sources
9
02 Jun 2026, 02:44
🔮 The sale of 32 $BTC by Strategy resulted in a loss of $527K for trader willo2 in just one day. After the sale, willo2 bet $527K on the likelihood of MicroStrategy selling more $BTC before May 31, believing there was still an 80% chance. However, Polymarket ruled that the confirmation was outside the market's time frame, leaning toward a resolution of NO, leading to willo2 losing his entire investment.
The sale of 32 $BTC by Strategy resulted in a loss of $527K for trader willo2 in just one day.
🔮 The sale of 32 $BTC by Strategy resulted in a loss of $527K for trader willo2 in just one day. After the sale, willo2 bet $527K on the likelihood of MicroStrategy selling more $BTC before May 31, believing there was still an 80% chance. However, Polymarket ruled that the confirmation was outside the market's time frame, leaning toward a resolution of NO, leading to willo2 losing his entire investment.
01 Jun 2026, 12:04
📊 Strategy sold 32 $BTC.
Strategy sold 32 $BTC.
📊 Strategy sold 32 $BTC.
01 Jun 2026, 12:02
🏦 #BTC #ETH #USDT OKX Releases 43rd Proof of Reserves, BTC and ETH Holdings Decline
OKX released its 43rd Proof of Reserves snapshot as of May 7.
User BTC holdings fell by 5,851 BTC (-5.0%) to 111,188 BTC, while ETH holdings decreased by 50,140 ETH (-3.12%) to 1.56 million ETH.
User USDT holdings increased by 28.1 million USDT (+0.28%) to 10.24 billion USDT.
#BTC #ETH #USDT OKX Releases 43rd Proof of Reserves, BTC and ETH Holdings Decline.
🏦 #BTC #ETH #USDT OKX Releases 43rd Proof of Reserves, BTC and ETH Holdings Decline
OKX released its 43rd Proof of Reserves snapshot as of May 7.
User BTC holdings fell by 5,851 BTC (-5.0%) to 111,188 BTC, while ETH holdings decreased by 50,140 ETH (-3.12%) to 1.56 million ETH.
User USDT holdings increased by 28.1 million USDT (+0.28%) to 10.24 billion USDT.
01 Jun 2026, 12:00
AI Agents Need Verifiable Execution!
Every serious AI system eventually reaches the same point:
“Prove it.”
Prove the model actually ran.
Prove the output was not manipulated.
Prove the agent made the payment it claimed to make.
As AI agents become more autonomous, trust alone is not enough anymore.
This is exactly why blockchain matters.
Networks like Ethereum make it possible to verify execution, coordinate payments, and create transparent machine-to-machine interactions without relying entirely on centralized systems.
AI Agents Need Verifiable Execution. Every serious AI system eventually reaches the same point:. "Prove it.
AI Agents Need Verifiable Execution!
Every serious AI system eventually reaches the same point:
“Prove it.”
Prove the model actually ran.
Prove the output was not manipulated.
Prove the agent made the payment it claimed to make.
As AI agents become more autonomous, trust alone is not enough anymore.
This is exactly why blockchain matters.
Networks like Ethereum make it possible to verify execution, coordinate payments, and create transparent machine-to-machine interactions without relying entirely on centralized systems.
01 Jun 2026, 12:00
AI Agents Need Verifiable Execution!
Every serious AI system eventually reaches the same point:
“Prove it.”
Prove the model actually ran.
Prove the output was not manipulated.
Prove the agent made the payment it claimed to make.
As AI agents become more autonomous, trust alone is not enough anymore.
This is exactly why blockchain matters.
Networks like Ethereum make it possible to verify execution, coordinate payments, and create transparent machine-to-machine interactions without relying entirely on centralized systems.
AI Agents Need Verifiable Execution. Every serious AI system eventually reaches the same point:. "Prove it.
AI Agents Need Verifiable Execution!
Every serious AI system eventually reaches the same point:
“Prove it.”
Prove the model actually ran.
Prove the output was not manipulated.
Prove the agent made the payment it claimed to make.
As AI agents become more autonomous, trust alone is not enough anymore.
This is exactly why blockchain matters.
Networks like Ethereum make it possible to verify execution, coordinate payments, and create transparent machine-to-machine interactions without relying entirely on centralized systems.
01 Jun 2026, 12:00
💰 Майкл Сейлор намекает на возможность покупки большего количества биткоинов.
🌐 Наши ссылки | Торгуем на Bybit | Торгуем на BingX | Торгуем на Polymarket
Майкл Сейлор намекает на возможность покупки большего количества биткоинов.
💰 Майкл Сейлор намекает на возможность покупки большего количества биткоинов.
🌐 Наши ссылки | Торгуем на Bybit | Торгуем на BingX | Торгуем на Polymarket
01 Jun 2026, 11:57
📘 RealStocks Account Opening FAQ: Everything You Need to Know
Ready to start trading U.S. stocks on MEXC? 🇺🇸📈
Before you open your RealStocks account, here are a few quick things to prepare:
✅ Valid ID document (Passport / ID card)
✅ Proof of address (issued within the last 3 months)
✅ Stable internet connection for a smooth verification process
Once approved, you’re ready to trade real U.S. stocks directly on MEXC 🚀
Got questions? Check the full FAQ here 👇
[RealStocks Account Opening FAQ]
Your gateway from crypto to Wall Street starts here 👀
Download MEXC and Sign Up
Download MEXC APP 🍏
Website 🌐
Join the MEXC Community
Telegram ✈ | Twitter ❌
Facebook 🗳 | Instagram 📷
YouTube 📱｜Tiktok 📱
RealStocks Account Opening FAQ: Everything You Need to Know. Ready to start trading U. stocks on MEXC.
📘 RealStocks Account Opening FAQ: Everything You Need to Know
Ready to start trading U.S. stocks on MEXC? 🇺🇸📈
Before you open your RealStocks account, here are a few quick things to prepare:
✅ Valid ID document (Passport / ID card)
✅ Proof of address (issued within the last 3 months)
✅ Stable internet connection for a smooth verification process
Once approved, you’re ready to trade real U.S. stocks directly on MEXC 🚀
Got questions? Check the full FAQ here 👇
[RealStocks Account Opening FAQ]
Your gateway from crypto to Wall Street starts here 👀
Download MEXC and Sign Up
Download MEXC APP 🍏
Website 🌐
Join the MEXC Community
Telegram ✈ | Twitter ❌
Facebook 🗳 | Instagram 📷
YouTube 📱｜Tiktok 📱
01 Jun 2026, 11:57
We're allocating an additional 1,000,000 DAO to staking rewards🔥
The allocation comes from DAO accumulated through early and late unstaking penalties.
The 1,000,000 DAO will be distributed to DAO stakers on ETH Chain over the next 12 months.
Support our Tweet
We're allocating an additional 1,000,000 DAO to staking rewards.
We're allocating an additional 1,000,000 DAO to staking rewards🔥
https://app.daomaker.com/staking
The allocation comes from DAO accumulated through early and late unstaking penalties.
The 1,000,000 DAO will be distributed to DAO stakers on ETH Chain over the next 12 months.
Support our Tweet
01 Jun 2026, 11:57
We're allocating an additional 1,000,000 DAO to staking rewards🔥
The allocation comes from DAO accumulated through early and late unstaking penalties.
The 1,000,000 DAO will be distributed to DAO stakers on ETH Chain over the next 12 months.
Support our Tweet
We're allocating an additional 1,000,000 DAO to staking rewards.
We're allocating an additional 1,000,000 DAO to staking rewards🔥
https://app.daomaker.com/staking
The allocation comes from DAO accumulated through early and late unstaking penalties.
The 1,000,000 DAO will be distributed to DAO stakers on ETH Chain over the next 12 months.
Support our Tweet