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Enterprise leaders grappling with the steep costs of deploying AI models could find a reprieve thanks to a new architecture design.While the capabilities of generative AI are attractive, their immense computational demands for both training and inference result in prohibitive expenses and mounting environmental concerns. At the centre of this inefficiency is the models’ “fundamental bottleneck” of an autoregressive process that generates text sequentially, token-by-token.For enterprises processing vast data streams, from IoT networks to financial markets, this limitation makes generating long-form analysis both slow and economically challenging. However, a new research paper from Tencent AI and Tsinghua University proposes an…

In brief Judges ruled Prime’s delay and conflicting statements barred his claim under the doctrine of laches. Prime had told officials he owned little crypto before later asserting he held 3,443 Bitcoin. The hard drive was destroyed after authorities found no trace of digital assets during their search. A federal appeals court has rejected a Florida man’s attempt to recover more than $354 million worth of Bitcoin he claimed was lost when authorities destroyed a hard drive seized during his 2019 arrest for counterfeiting and identity theft.In a ruling published Tuesday, the Eleventh Circuit upheld a lower court’s decision denying…

In brief Prediction markets like Polymarket and Kalshi correctly called nearly every major U.S. election result Tuesday. One standout wager, however, gave just 1.1% odds on election day that New Jersey Democrat Mikie Sherrill would win her governor race by 12–15%. The bet would have given a nearly 100x payout just hours before election results came in. Some Polymarket users made tens of thousands of dollars. Though last night’s U.S. election results proved surprising to many political pundits—given the extent and scale of Democrats’ victories across the country—prediction markets proclaimed they’d known the outcome for months.Indeed, prediction markets including Polymarket…

Here’s why DOGE may experience an additional 30% price crash. The biggest meme coin is among the worst-affected cryptocurrencies from the broader market correction, with its price crashing by 17% over the past week. The recent whale sell-off could have also negatively impacted Dogecoin. Selling en Masse The renowned analyst, using the X handle Ali Martinez, revealed that large Dogecoin investors have dumped more than one billion tokens in the last week alone. The stash equals approximately $165 million (calculated at current rates). Following that move, this cohort of investors now holds less than 23 billion DOGE, representing around…

Brand new Lucid electric cars sit parked in front of a Lucid Studio showroom in San Francisco on May 24, 2024.Justin Sullivan | Getty ImagesDETROIT – Lucid Group missed Wall Street’s expectations for a second consecutive quarter as the all-electric vehicle maker continues to address problems with the launch of its new flagship Gravity SUV.The company, for a second consecutive quarter, also cut the high end of its annual production guidance to around 18,000 vehicles from a previous forecast of between 18,000 and 20,000 units. Its original target for this year was 20,000 units. It also reduced the low end…

The price of XRP has dropped to $2.21 despite record usage of XRPL’s native DEX, revealing a worrying market divergence. The XRP Ledger’s native decentralized exchange (DEX) just hit an all-time high of 954,000 daily transactions on November 4, according to on-chain data. While this activity marked one of the busiest days in recent months for the network, the market performance of its associated XRP token presents a different picture. Record XRP DEX Activity Fails to Lift Price At first glance, the increase in the number of transactions appeared to signal stronger network health and adoption within the XRP…

Trusted Editorial content, reviewed by leading industry experts and seasoned editors. Ad Disclosure The Bitcoin price has fallen below $100,000 for the first time in four months, wiping out nearly 6% of its value within a single day.  The drop can be attributed to a strengthening US dollar, outflows from Spot Bitcoin ETFs, and massive liquidations across the crypto futures market, causing investors to question whether the long-anticipated bear market has finally arrived.  Notably, Bitcoin’s correction also rippled through the entire crypto sector, where the total market capitalization fell below $3.5 trillion for the first time in months. Bitcoin Price…

When I traveled to Ellabell, Ga., in May to report on Hyundai Motor Group’s hyperefficient Metaplant—a US $12.6 billion boost to U.S.-based manufacturing of EVs and batteries—the company’s timing appeared solid. At this temple of leading-edge factory tech, Ioniq 5 and Ioniq 9 SUVs marched along surgically spotless assembly lines, giving the South Korean automaker a defensible bulwark against the Trump administration’s tariffs and onshoring fervor.But dark clouds were already gathering. Consumer adoption of EVs had started slowing. The U.S. federal government’s $7,500 clean-car tax credit, which had helped hundreds of thousands of people make the leap to EVs, was…

The Securities and Exchange Commission has hit the brakes on a wide‑reaching investigation into how public companies have been using crypto in their treasuries. The reason has nothing to do with the industry itself, but with the government shutdown that forced SEC attorneys and investigators into furlough. The agency was preparing to dig into firms that added Bitcoin, Ethereum, or Solana to their balance sheets and may have seen their stock prices spike shortly after. With most staff out, subpoenas and other enforcement tools have been temporarily shelved. Where All This Started More than 200 public companies had disclosed crypto…

The intelligence of AI models isn't what's blocking enterprise deployments. It's the inability to define and measure quality in the first place.That's where AI judges are now playing an increasingly important role. In AI evaluation, a "judge" is an AI system that scores outputs from another AI system. Judge Builder is Databricks' framework for creating judges and was first deployed as part of the company's Agent Bricks technology earlier this year. The framework has evolved significantly since its initial launch in response to direct user feedback and deployments.Early versions focused on technical implementation but customer feedback revealed the real bottleneck was…