Lookonchain APP

App Store

The AI startup Probably has completed a $9 million seed round financing, with a16z leading the investment.

2 hours ago

On June 16, AI startup Probably closed a $9 million seed financing round, led by venture capital firm a16z. The firm is developing a more rigorous framework to reduce "hallucinations" and factual inaccuracies in large language models (LLMs). Its first product is a data science tool that quickly generates analysis results from complex datasets. Every output comes with citations and a complete audit trail to boost transparency and accountability. This design is emerging as a key standard for a growing number of AI products. To prevent errors from creeping into results, Probably has built a sophisticated "guardrail system" — which founder Peter Elias describes as a "data science exoskeleton." The system uses a deterministic validator to check the LLM’s initial output. If the result doesn’t align with the underlying data, it is immediately rejected and regenerated. Additionally, this validation process also retrains the model retroactively to lower the likelihood of future errors. Click the original article link below to join the BlockBeats · Feishu AI News Channel, which provides 24/7 coverage of global AI trends and news.
Relevant content

Iran Commits to Adhere to International Law, Ensure Safe Passage of Vessels Through the Strait of Hormuz

June 16 — According to Iran’s Tasnim News Agency, the foreign ministers of Iran and Oman held a phone conversation, during which they pledged to abide by international law and ensure the safety and free passage of ships through the Strait of Hormuz, against the backdrop of a recent understanding with the United States.

1 seconds ago

Sui Releases Future Roadmap: Building a Unified Value Network for AI and Global Finance

June 16: The Sui development team at Mysten Labs laid out its long-term goal: to build foundational blockchain infrastructure that will power global value transfers over the next decade. This network will enable efficient payments, smooth circulation of financial assets, and transactions between machines and AI agents—all on a single, unified platform. The team said this vision is rooted in the core concept of “making value flow as freely as information,” and they will keep refining underlying architecture and protocol designs to move toward this aim. Technically, Sui targets high throughput, low latency, and full composability within one network through its object-based model, horizontal scaling framework, and native parallel execution capabilities. The project also aims to bring stablecoins, real-world assets (RWAs), and institutional-grade financial products on-chain. It further adds features like private transactions, gas-free transfers, and yield-bearing asset mechanisms to lower

1 seconds ago

Grayscale Deposits 1,863 BTC to Coinbase, Worth Approximately $123.66 million

On June 16, per Onchain Lens monitoring, Grayscale Investments deposited 1,863 bitcoins (BTC) into Coinbase, with an approximate value of $123.66 million.

1 seconds ago

Binance: Committed to Serving European Users, Will Continue to Operate in Compliance with Applicable Laws

June 16: Binance announced it will keep centering its focus on serving European users while operating fully in line with all applicable local regulations. The platform said it’s taking a deliberate, measured step forward—putting users first, working to minimize any disruption to their activities, and providing users with ample time and clear guidance to complete necessary transition arrangements. It plans to roll out more updates, including optional solutions for users, by June 30, 2026. On the regulatory front, Binance noted it’s held constructive talks with regulators over the past 18 months as it moves through the approval process for MiCA (the EU’s Markets in Crypto-Assets framework). The Greek financial regulator has already finished reviewing Binance’s application and ruled it meets all MiCA requirements; the application is now under review at the European Securities and Markets Authority (ESMA) level. Binance also flagged potential risks if the MiCA authorization process faces

1 seconds ago

Elon Musk's Net Worth Surpasses Bitcoin's Market Cap

On June 16, following SpaceX’s IPO, Elon Musk’s net worth saw a sharp surge, with his personal fortune briefly hitting a staggering $1.4 trillion this week to set a new record. Bitcoin has edged slightly lower alongside this, bringing its total market capitalization to $1.38 trillion. Musk’s wealth has now surpassed Bitcoin’s entire market cap.

1 seconds ago

Coinbase to Launch 1:1 Physical Backing Tokenized Stocks, Supporting On-Chain Trading, Holding, and Redemption

June 16: Coinbase today announced the launch of its first batch of fully asset-backed tokenized stocks—pegged 1:1 to underlying real-world U.S. stocks—marking a major milestone in moving traditional U.S. equities onto blockchain networks. Users can directly hold tokenized shares representing actual U.S. company stocks, enabling seamless on-chain transactions, holdings tracking, and redemptions, plus automatic dividend payouts tied to the underlying assets. Crucially, Coinbase clarifies this product is neither a derivative nor an IOU (I Owe You); it is a direct 1:1 mapping of real assets, designed to deliver a more transparent and verifiable on-chain stock market experience for users.

1 seconds ago