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Nvidia Partners with Groq on New Inference Platform as OpenAI Seeks Speed

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Key Points

  • A fresh inference computing platform is in development at Nvidia to accelerate AI model execution for OpenAI and similar enterprises.
  • Groq, a chip startup, will supply the processor for this platform, which Nvidia plans to unveil at its upcoming GTC conference in San Jose.
  • Performance issues with Nvidia’s existing hardware have left OpenAI dissatisfied, particularly for development-related workloads.
  • A massive $20 billion licensing agreement between Nvidia and Groq halted OpenAI’s independent negotiations with the startup.
  • Last September, Nvidia pledged up to $100 billion toward OpenAI in exchange for equity ownership.

According to a Wall Street Journal article released Friday, Nvidia is creating a specialized processor designed to enhance the speed and efficiency of AI inference operations.

When AI systems like ChatGPT answer user questions, they’re performing inference computing. This differs substantially from training operations, where Nvidia has maintained market leadership for years.

Nvidia’s GTC developer conference in San Jose next month will serve as the launch venue for this platform. At its core sits a processor manufactured by emerging company Groq.


NVDA Stock Card
NVIDIA Corporation, NVDA

Neither Reuters nor Nvidia provided immediate confirmation of these details. OpenAI similarly remained silent when asked for comment.

The context surrounding this development is significant. Earlier this month, Reuters revealed that OpenAI has expressed frustration over performance limitations in Nvidia’s current hardware lineup—particularly when handling software development queries and facilitating AI-to-AI interactions.

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OpenAI is pursuing hardware solutions capable of managing approximately 10% of its inference workload. Nvidia appears determined to retain this business.

The Hunt for Enhanced Processing Power

Prior to Nvidia’s intervention, OpenAI had initiated discussions with two chip manufacturers—Cerebras and Groq—seeking superior inference processing capabilities.

Those negotiations ended abruptly. Nvidia secured Groq through a $20 billion licensing arrangement, eliminating OpenAI’s option to work directly with the startup.

This represents a calculated strategic maneuver. By acquiring Groq’s technology through licensing, Nvidia simultaneously blocked a potential competitor from reaching OpenAI while gaining access to Groq’s chip innovations for its own infrastructure.

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The Deeper Financial Connection

The commercial ties between Nvidia and OpenAI extend well beyond hardware procurement.

Last September, Nvidia announced plans to commit up to $100 billion to OpenAI. This arrangement provided Nvidia with ownership shares in the AI developer while furnishing OpenAI with resources to acquire cutting-edge processors.

Nvidia now occupies dual roles as both hardware vendor and financial stakeholder—a strategic position that creates powerful incentives to maintain control over OpenAI’s chip requirements.

On February 27, the day prior to this news emerging, NVDA stock declined 4.16%.

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Should the inference platform receive official confirmation at next month’s GTC event, it would mark Nvidia’s targeted answer to mounting demands from clients requiring faster, purpose-built AI processing capabilities.

Groq’s inclusion in the platform architecture indicates Nvidia’s readiness to forge startup partnerships rather than engage in pure competition—particularly when such collaborations prevent competitors from accessing major clients.

Nvidia’s GTC developer conference is scheduled for San Jose next month, where the company is anticipated to formalize this announcement.

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Crypto World

Bitcoin Hit $76K But Did Bulls Fall Into A Trap?

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Bitcoin Hit $76K But Did Bulls Fall Into A Trap?

Key takeaways:

  • The US Federal Reserve’s shift toward balance sheet expansion may provide the liquidity needed to boost Bitcoin and broader risk markets.

  • The war in Iran and high oil prices might be driving investors toward scarce assets to hedge against rising inflation.

On Tuesday, Bitcoin (BTC) price surpassed $76,000 for the first time in over two months, triggering $285 million in leveraged short liquidations. The rally closely tracked the S&P 500, indicating a high probability of a macroeconomic-driven event. Is the war in Iran the only factor behind Bitcoin’s price gains, and what are the odds of a bull trap?

Crude Brent oil (inverted, left) vs. Bitcoin/USD (right). Source: TradingView

Crude oil prices stabilized near $95 after peaking at $104 over the weekend, a move many traders view as positive. The inverted chart of crude oil prices depicts a high-intraday-correlation environment.

The war in Iran has been a major source of concern due to its impact on US inflation and supply chain logistics, which limits the ability of global central banks to trim interest rates and exerts negative pressure on economic growth. 

Simultaneously, gains in the S&P 500 and gold prices likely indicate a higher probability of stimulus measures, causing investors to seek shelter in scarce assets.

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Gold futures (left) vs. S&P 500 futures (right). Source: TradingView

The recent gains in the S&P 500 following failed negotiations to reopen the Strait of Hormuz may seem odd, but the added risk of recession provides the strongest incentive for governments to implement expansionary measures. Regardless of whether the US Federal Reserve opts for a cautious approach, the US Congress and the Trump administration can authorize direct investment in infrastructure projects and social programs, or provide tax credits.

Inflationary worries line up with investors’ Fed policy expectations

Bitcoin does not need to compete with stocks or even gold to capture the capital currently held in money market funds and short-term bonds. The longer oil prices remain above $90, the higher the upward pressure on forward inflation.

Reduced expected returns on fixed-income assets may be the primary catalyst behind Bitcoin’s surge above $75,000, and governments have few alternatives without expanding the monetary base.

US Federal Reserve total assets, USD billion. Source: St Louis FED

The US Fed changed its strategy to expand the balance sheet in January, reversing the trend from the previous two years. This move is highly supportive of risk markets, as short-term concerns about the bond market are diminishing. Financial institutions and hedge funds have greater access to liquidity and face less competition to offload US Treasuries, providing temporary relief to the stock market.

Regardless of whether Bitcoin holds above $75,000, there are few incentives for traders to take profits after two months of trading near $68,000, given the meager 10% gains. Even if Bitcoin eventually rallies to $80,000, that would represent a modest 20% gain for those who purchased at $66,500. Unless traders perceive an imminent risk to oil prices, the odds do not favor continued sell pressure on Bitcoin.

Related: Bitcoin’s struggle to build long-lasting uptrend continues–Here’s why

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Ultimately, given the likelihood of expansionary monetary policy and inflationary pressures, Bitcoin bears will have a difficult time showing strength, making the odds of a successful bull trap extremely low.