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Pentagon’s Project Maven gains prominence as AI backbone in U.S. strikes on Iran

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Pentagon’s Project Maven gains prominence as AI backbone in U.S. strikes on Iran

U.S. military operations linked to tensions with Iran have been executed at a sustained tempo, with indications that Project Maven, the Pentagon’s flagship artificial intelligence programme, has played a central role in accelerating targeting and strike decisions.

Summary

  • Project Maven, the Pentagon’s AI programme, has evolved from a drone footage analysis tool into a system that accelerates targeting and strike decisions in U.S. operations.
  • The system integrates satellite, sensor, and intelligence data to compress the “kill chain” from hours to seconds, enabling faster battlefield responses.
  • U.S. strikes have reached a pace of 300–500 targets per day, with over 1,000 targets hit in the first 24 hours of Operation Epic Fury, underscoring Maven’s operational impact.

Originally conceived as a tool to help analysts sift through overwhelming volumes of surveillance data, Maven has since evolved into a critical component of modern battlefield operations, reshaping how quickly military forces can detect and engage targets.

Launched in 2017, Project Maven began as a focused initiative to address a growing challenge faced by military analysts who were inundated with drone footage from conflict zones.

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At the time, operators were required to scan hours of video manually, often frame by frame, to identify fleeting objects of interest. Maven was designed to “find the needle in the haystack” by applying machine learning to detect patterns and objects across vast streams of imagery.

Over the years, the programme has expanded well beyond its original scope. It now functions as an AI-assisted targeting and battlefield management system that has significantly accelerated the “kill chain”, the sequence from identifying a target to executing a strike.

How Maven turns battlefield data into strike decisions

Maven integrates multiple streams of real-time data into a unified system.

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Reports describe it as an “overlay” that combines satellite imagery, drone feeds, sensor inputs, enemy troop intelligence, and information on troop deployment. By fusing these inputs, the system rapidly analyses the operational environment.

In practice, it can scan satellite feeds to detect troop movements or identify targets while also taking what experts call a “snapshot of the operational theatre” to guide decision-making.

During a recent demonstration, a Pentagon official said Maven “magically” converts an observed threat into a targeting workflow, evaluating available assets and presenting commanders with actionable options.

Advances in generative AI have further expanded its usability. Natural language interfaces, enabled through systems such as Anthropic’s Claude, allow operators to interact with the platform more intuitively. However, that partnership has come under strain after disagreements over restrictions on automated strikes and surveillance use.

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Inside the fallout that pushed Google out

Google was Maven’s original AI contractor, but the partnership became controversial in 2018 when more than 3,000 employees signed an open letter opposing the company’s involvement in military applications.

Several engineers resigned, and Google chose not to renew the contract. It later introduced AI principles that ruled out participation in weapons systems.

The episode highlighted a divide within Silicon Valley between those who viewed autonomous targeting as an ethical red line and defence officials who considered such capabilities essential.

More recently, Google has softened its stance on defence-related work and is now among the companies being considered, alongside xAI and OpenAI, to replace Claude in the programme.

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In 2024, Palantir Technologies moved into a leading position within Project Maven after Google stepped back.

The company, which has longstanding ties to government intelligence work, is now understood to provide core technology supporting the system, forming a key part of its operational backbone.

Chief executive Alex Karp has framed the significance in stark terms, stating, “This is a have, have-not world,” and arguing that compressing the kill chain from hours to seconds can render adversaries obsolete.

What early battlefield use suggests so far

Officials have declined to provide detailed assessments of Maven’s performance in the ongoing conflict involving Iran. However, the tempo of U.S. operations offers some indication of its impact.

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According to the Center for Strategic and International Studies, the strike campaign stabilised at a pace of between 300 and 500 targets per day after the initial phase.

In the opening 24 hours of Operation Epic Fury, U.S. forces reportedly hit more than 1,000 targets. Among them was a strike on a school located in a building previously used as a military complex. Iranian authorities said the attack resulted in the deaths of over a hundred children and left many others injured.

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Crypto World

Price Prediction for SPX, DXY, BTC, ETH, BNB, XRP, SOL, DOGE, HYPE, ADA

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Price Prediction for SPX, DXY, BTC, ETH, BNB, XRP, SOL, DOGE, HYPE, ADA

Key points:

  • Bitcoin rose above the $70,000 level on Monday, but analysts remain skeptical, expecting a drop below the $60,000 support.

  • Several major altcoins have bounced off their supports, indicating demand at lower levels.

Buyers pushed Bitcoin (BTC) above the $70,000 level, but failed to sustain the breakout. That suggests the bears have not given up and are trying to retain control. Select analysts believe that BTC is likely to dip below its $60,000 low before bottoming out.

Another negative view came from Glassnode, which said in its recent report that its Long-Term Holder Realized Loss metric, which tracks losses locked in by investors who held coins for more than six months before selling, suggests the selling pressure may not have exhausted. The 30-day simple moving average of the indicator at $200 million per day needs to drop to levels below $25 million for the base formation to begin.  

Crypto market data daily view. Source: TradingView

Among all the bearishness, there is a silver lining for the bulls. According to crypto sentiment platform Santiment, social media platforms recorded five bearish BTC comments for every four BTC bullish comments, the most since Feb. 28.

That is a good sign as markets typically move in the opposite direction of the crowd’s expectation, suggesting “things can turn positive sooner rather than later,” Santiment added.  

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Could buyers extend the recovery in BTC and the major altcoins? Let’s analyze the charts.

S&P 500 Index price prediction

The S&P 500 Index (SPX) has pulled back to the 20-day exponential moving average (6,601), indicating solid buying at lower levels.

SPX daily chart. Source: Cointelegraph/TradingView

Sellers will attempt to halt the recovery at the 20-day EMA, but if the bulls prevail, the index may rise to the 50-day simple moving average (6,777). Sellers are expected to pose a strong challenge at the 50-day SMA.

On the downside, the bears will have to yank the price below the 6,316 level to signal the resumption of the corrective phase. The next support to watch out for on the downside is the 6,147 level.

US Dollar Index price prediction

The US Dollar Index (DXY) is stuck between the 20-day EMA ($99.59) and the 100.54 overhead resistance.

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DXY daily chart. Source: Cointelegraph/TradingView

Sellers are attempting to pull the price below the 20-day EMA. If they can pull it off, the index may decline to the 50-day SMA (98.44). That suggests the index may trade inside the large range between 95.55 and 100.54 for a while longer.

Buyers will have to maintain the price above the 20-day EMA to retain control. If they do that, the possibility of a break above the 100.54 level increases. The index may then start a new up move to the 102 level and subsequently to the 103.54 level.

Bitcoin price prediction

BTC closed above the moving averages on Sunday, indicating that the bulls are attempting a comeback.

BTC/USDT daily chart. Source: Cointelegraph/TradingView

The flattish moving averages and the relative strength index (RSI) near the midpoint do not give a clear advantage either to the bulls or the bears. If the price sustains above the moving averages, the bulls will attempt to drive the BTC/USDT pair above the $72,000 resistance. If they succeed, the BTC price may reach the $74,508 to $76,000 resistance zone.

Sellers are likely to have other plans. They will strive to pull the pair below the support line, invalidating the bullish setup. That opens the doors for a decline to the $62,500 to $60,000 support zone.

Ether price prediction

Ether (ETH) closed above the moving averages on Sunday, clearing the path for a rally to the $2,200 resistance.

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ETH/USDT daily chart. Source: Cointelegraph/TradingView

Sellers will attempt to halt the recovery at the $2,200 level, but if the buyers pierce the resistance, the ETH/USDT pair may march to the $2,400 resistance. The bulls will have to propel the ETH price above the $2,400 level to start a sustained recovery to $2,800 and then to $3,050.

Alternatively, if the ETH price turns down sharply from the $2,200 level and breaks below the moving averages, it suggests that the pair may consolidate for some time. The support of the range is at the $1,916 level.  

BNB price prediction

BNB’s (BNB) bounce off the $570 level has reached the moving averages, where the bears are expected to step in.

BNB/USDT daily chart. Source: Cointelegraph/TradingView

If the price turns down sharply from the moving averages, the BNB/USDT pair risks breaking below the $570 level. If that happens, the BNB price may resume the downtrend and plummet to the $500 level.

Instead, if buyers drive the price above the moving averages, it suggests that the pair may extend its stay inside the $570 to $687 range for a few more days. Buyers will be back in the driver’s seat on a close above the $687 level.

XRP price prediction

XRP (XRP) turned up from the crucial $1.27 support on Sunday, indicating that the bulls are aggressively defending the level.

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XRP/USDT daily chart. Source: Cointelegraph/TradingView

The bulls will have to secure a close above the 50-day SMA ($1.39) to improve the prospects of a rally to the $1.61 level and later to the downtrend line of the descending channel pattern. 

On the contrary, if the XRP price turns down sharply from the moving averages and breaks below $1.27, it suggests that the bears remain in control. The XRP/USDT pair may plunge to the $1.11 level and eventually to the support line near the $1 level.

Solana price prediction

Solana (SOL) has been oscillating inside the $76 to $98 range for several days, indicating a tough battle between the bulls and the bears.

SOL/USDT daily chart. Source: Cointelegraph/TradingView

If buyers push the price above the moving averages, the SOL/USDT pair may ascend to the $98 resistance. Sellers are expected to fiercely defend the $98 level in an attempt to keep the SOL price inside the range. 

The next trending move is expected to begin on a close above $98 or below $76. If buyers thrust the price above the $98 resistance, the pair may surge to the $117 level. Conversely, a close below the $76 support might sink the pair to the $67 level.

Related: First real bull signal since 2025? Five things to know in Bitcoin this week

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Dogecoin price prediction

Dogecoin (DOGE) remains stuck inside a tight range between the 50-day SMA ($0.09) and the $0.09 level, signaling a balance between supply and demand.

DOGE/USDT daily chart. Source: Cointelegraph/TradingView

Buyers will gain the upper hand on a close above the moving averages. The DOGE/USDT pair may rally to the $0.11 level and subsequently to the $0.12 resistance. If the price turns down from the overhead resistance, the pair may swing between $0.12 and $0.09 for a while.

If the DOGE price turns down from the moving averages and breaks below the $0.09 level, it signals that the bears have seized control. The pair may slump to the $0.08 level and thereafter to the $0.06 level.

Hyperliquid price prediction

Buyers are attempting to maintain the Hyperliquid (HYPE) price above the 20-day EMA ($37.03) but are facing strong resistance from the bears. 

HYPE/USDT daily chart. Source: Cointelegraph/TradingView

If the HYPE price closes above the 20-day EMA, it suggests that the lower levels continue to attract buyers. The HYPE/USDT pair may then rally to $41.59 and, after that, to the $44 level.

This positive view will be negated in the near term if the price turns down and breaks below the 50-day SMA ($34.48). The pair may then witness a deeper correction to the $30 level.

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Cardano price prediction

Cardano (ADA) closed above the $0.25 level on Sunday, signaling that the bears are losing their grip.

ADA/USDT daily chart. Source: Cointelegraph/TradingView

There is resistance at the 50-day SMA ($0.26), but if the bulls overcome it, the ADA/USDT pair may reach the downtrend line of the descending channel pattern. Sellers are expected to defend the downtrend line, as a close above it signals a potential short-term trend change.

The $0.22 level is the crucial level to watch out for on the downside. If the support breaks down, the ADA price may start the next leg of the downtrend to the support line near the $0.16 level.