Lookonchain APP

App Store
Feeds Articles

Opinion AI Oracle Suffers Context Pollution Leading to Incorrect Judgment, Team to Fully Reimburse

2026.01.01 17:40:46

**Update: Prediction Market Oracle Incident (Jan 1)** The Prediction Market Oracle Opinion encountered an issue on January 1 due to "Context Contamination" of its AI Oracle during the open-source indexing phase—mass misinformation fed to the system caused significant deviations in prediction results. The team has shared the latest updates: 1. **Full Compensation for Affected Users** All impacted users will receive full compensation. The team is currently aggregating and verifying data, with distribution to be completed as soon as possible. Specific timeline details will be shared separately. No action is required from users—compensation will be automatically credited. 2. **System Optimization (Completed)** Root causes of the context contamination have been identified and resolved. This fix will boost the AI Oracle’s accuracy and self-correction capabilities. 3. **Additional Audit Mechanism (Implemented)** Going forward, all market settlements will include extra verification steps before on-chain confirmation. This ensures results undergo full auditing and prevents similar issues from recurring.
Add to Favorites Download image Share x Copy link
Relevant content

Brent Crude Oil Futures Surge Above $140 per Barrel, Hitting a New High Since 2008

April 3: Spot Brent crude — the North Sea’s physical oil delivery benchmark — topped $140 per barrel, hitting its highest level since 2008. Per S&P Global Platts, North Sea-delivery Brent crude reached $141.37/bbl, marking the highest price since 2008. The Strait of Hormuz has been closed for over a month, triggering the largest oil supply disruption in market history, according to the International Energy Agency (IEA). The strait handles roughly one-fifth of global oil shipments, and refineries have been scrambling for available supplies in recent weeks. Spot Brent was just below $128/bbl one day earlier, and current prices now surpass the peak seen during the 2022 Russia-Ukraine conflict. While benchmark Brent crude futures remain below that peak, spot Brent reflects the price of oil traded over a shorter time horizon. (FXStreet)

2 hours ago

Hyperliquid continues to capture CEX market share, with the perpetual contract market share approaching 6%.

April 3rd According to The Block, decentralized perpetual contract platform Hyperliquid is gaining market share from centralized exchanges. In March, its share of total perpetual contract trading volume rose to nearly 6%—up sharply from ~3.5% a year ago—with monthly volume approaching $200 billion. Notably, this growth comes amid an overall decline in exchange trading volumes since the August 2025 peak, meaning Hyperliquid is actually capturing share rather than just riding a broader market surge. Among on-chain rivals, dYdX and GMX have failed to match Hyperliquid’s volume growth or product expansion, with the platform now clearly leading the decentralized perpetual contract space. A key structural driver behind the trend is Hyperliquid’s expansion into non-crypto assets. Commodities like oil are now tradable 24/7 on the platform, and non-crypto asset trading volume’s share of total activity is steadily rising. This underscores decentralized platforms’ structural edge over

2 hours ago

Trump: Iran is reaching the point where they will have to make a deal, or it will be too late

ForexLive: On April 3, U.S. President Donald Trump said, "Iran is coming to the table—and they will have to."

2 hours ago

"Pal" Increases ETH Long Position to 6860 Coins, Equivalent to $14.15 Million

As of April 3rd, monitoring data from HyperInsight (via its Telegram channel @HyperInsight) indicates that the entity "Buddy" has increased its ETH long position to 6,860 coins—valued at approximately $14.15 million. The position currently carries an unrealized loss of $70,000, with an opening price of $2,075.11 and a liquidation price of $1,981.13.

2 hours ago

Circle will be launching cirBTC, a 1:1 pegged Bitcoin asset with on-chain attestation.

On April 3rd, Circle announced the launch of wrapped Bitcoin (cirBTC)—a token backed one-for-one by Bitcoin that’s easily verifiable on-chain, with the goal of seamless integration into Circle’s infrastructure and the broader DeFi ecosystem.

2 hours ago

44% of Bitcoin's circulating supply is currently in a state of unrealized losses, with hodlers facing nearly $600 billion in unrealized losses

April 2nd — Bitcoin trades at $66,450 as of press time, 47% below its $126,000 all-time high set in October 2025, leaving HODLers facing steep unrealized losses. Per Glassnode data, ~8.8 million BTC are currently in a loss position, translating to ~$598.7 billion in unrealized losses—over 44% of Bitcoin’s circulating supply. The firm notes this loss scale is structurally similar to Q2 2022: “Historically, resolving this level of supply excess requires loss-making holders to shift BTC to new buyers entering at lower prices.” Long-term holders (holding >155 days) are realizing $200 million in losses daily—Glassnode calls this “confirmation of active stop-loss selling.” A meaningful drop below $25 million/day would signal selling pressure exhaustion, a historical prerequisite for a bottom preceding a bull market transition, the firm adds. Bitcoin’s spot price also sits below the $83,408 average cost basis for U.S. spot ETF holders, ramping up pressure on these investors. As of th

2 hours ago

Hot feeds

A trader profits $448K by monitoring #Binance's new listings!

2024.12.13 17:37:29

A smart #AI coin trader made $17.6M on $GOAT, $ai16z, $Fartcoin,$arc.

2025.01.05 16:05:18

When Elon Musk tweeted about Moltbook, the meme coin MOLT experienced a short-term 30% price surge, hitting a new all-time high of $114 million.

2026.01.31 18:37:29

Last week, funds have flowed into #Bitcoin, #Ethereum, and #Hyperliquid.

2024.12.16 14:48:36

A $PEPE whale that had been dormant for 600 days transferred all 2.1T $PEPE($52M) to a new address.

2024.12.14 10:35:27

A sniper earned 2,277 $ETH ($8.3M) trading $SHIRO within 18 hours!

2024.12.03 23:09:08

 More

Hot Articles

Follow us

X

Follow

Telegram

Join