Author: WebDesk

Rongchai Wang Apr 20, 2026 23:49 NVIDIA reveals optimization techniques that reclaim up to 12GB of memory on Jetson devices, enabling multi-billion parameter LLMs to run on edge hardware. NVIDIA has published a comprehensive technical guide detailing how developers can squeeze multi-billion parameter AI models onto resource-constrained edge devices—a development that could reshape how autonomous systems and physical AI agents operate without cloud dependencies. The techniques, applicable to Jetson Orin NX and Orin Nano platforms, can reclaim between 5GB and 12GB of memory depending on implementation depth. That’s enough headroom to run LLMs…

The latest Bitcoin (BTC) price rebound above $78,000 has sparked renewed optimism across the market, as investor sentiment has flipped bullish. However, not all market watchers are convinced that the momentum will last. Crypto analyst Marmot is warning that the recent price surge may be masking deeper weakness underneath, urging investors and traders not to trust it. As bullish forecasts continue to spread across the market, Marmot believes traders may overlook signals that often precede sharp reversals and major shifts in market direction.  Why Bitcoin’s Rally Above $78,000 Could Be A Trap Marmot has warned that Bitcoin’s recent price rally…

On April 20, the Canton price jumped by around 10% on a daily chart, soaring its value to $0.1581 with a market capitalization of around $6.06 billion. The surge comes after a bullish sentiment in the overall crypto market and major institutional adoption, including HSBC’s successful pilot of its Tokenized Deposit Service on the Canton network. The cryptocurrency is approaching a major resistance at around $0.16, and it might see a breakout if it manages to break above it. On Monday, the Canton (CC) price soared by around 5.4% on a daily chart, following a bullish sentiment in the cryptocurrency…

Key Takeaways: Chainalysis flags a KelpDAO exploit exposing a critical failure in cross-chain trust assumptions. Analysis showed Layerzero design flaws can let a single validator bypass DeFi safeguards. Protocols face escalating risks as Chainalysis signals hidden failures may evade detection. Cross-Chain Bridge Flaws Expose DeFi Security Risks Blockchain analytics firm Chainalysis highlighted a $292M decentralized finance ( DeFi) exploit on April 20, exposing critical weaknesses in cross-chain bridge design. The incident involving KelpDAO’s rsETH infrastructure demonstrated how manipulated inputs can bypass validation systems. The case signals growing concerns around trust assumptions embedded within multichain protocols. Chainalysis stated on social media…

Ripple has today published a roadmap to quantum-proof the XRP Ledger (XRPL) by 2028. This is in response to Google’s initial warning that quantum security threats could breach cryptographic systems by 2032, with even fewer resources (about 500,000 physical qubits) than initially estimated.Phases leading to a quantum-resilient Ripple and XRPAccording to Ripple’s blog, the plan begins with preparing contingency plans in the event Q-day (Quantum-Day) arrives earlier than expected. In such a scenario, Ripple intends to execute a “hard shift.” This would disable account access via public keys while enabling funds migration to post-quantum-secure accounts.The second phase, scheduled for the…

Bitcoin price traded above $76,500 today, holding onto recent gains despite rising geopolitical tension. Bitcoin fell back toward $75,000 into the weekly close and over the weekend as renewed tension between the United States and Iran rattled markets and refocused attention on oil prices. The pullback followed a failed breakout above $78,000, which had marked Bitcoin’s highest level in ten weeks. The move higher came after a brief easing in geopolitical risk, when Iran signaled the Strait of Hormuz was open. That shift sent crude lower and lifted risk assets, including crypto. The rally reversed once reports emerged that the…

Sentient’s suspected team wallet just moved 687 million SENT — around $11.52 million and 9.49% of supply — into a fresh address, putting AI-token treasury risk back in focus. Summary Suspected Sentient team multisig moves 687m SENT, or 9.49% of circulating supply Transfer worth about $11.52m raises fresh questions over token supply overhang Move follows months of volatile SENT trading as AI-linked tokens stay in focus A suspected Sentient (SENT) team multi-signature wallet has transferred 687 million SENT, worth around $11.52 million, into a new address, on-chain data from Arkham Intelligence shows. According to Arkham’s monitoring dashboard, the funds moved…

Ted Hisokawa Apr 20, 2026 19:15 Tether disclosed a 1.95M share position in Antalpha through SEC 13D filing, marking another infrastructure bet as stablecoin giant deploys profits across 120+ companies. Tether has disclosed an 8.2% stake in Antalpha, the Bitcoin mining finance company that went public last year, according to a Schedule 13D filing with the SEC on Monday. The 1.95 million share position makes the stablecoin issuer one of Antalpha’s largest shareholders.Chairman Giancarlo Devasini holds voting and dispositive power over the stake, which Tether acquired through related entities. The filing notes the…

Alcoa is in talks to sell its idle Massena East aluminum smelter in upstate New York to bitcoin mining firm NYDIG, according to comments from Alcoa chief executive Bill Oplinger in a Bloomberg interview. The Massena East site sits along the St. Lawrence River and has been out of operation since 2014. The closure followed sustained pressure from high energy costs and global competition that reduced domestic aluminum production. The facility spans about 1,300 acres and contains heavy electrical infrastructure built for continuous industrial use. Alcoa is pursuing a broader plan to divest a group of idle US smelter assets.…

A media shortlist defines where your story will live. If the selection is wrong, even strong content underperforms. If it is precise, distribution, visibility, and downstream impact improve without increasing spend.Most teams still build media lists manually—pulling traffic from one tool, SEO metrics from another, and filling gaps with intuition. The result is inconsistent and difficult to defend. A data-driven shortlist replaces that process with a structured, repeatable method.This guide breaks that process down step by step and shows how a unified system like Outset Media Index (OMI) changes the workflow.Why Media Shortlisting Needs a Data LayerThe difficulty is not…