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Meta’s Bold Move: Testing In-House Chips For AI Training

Meta is reportedly piloting its own AI training chips, aiming to cut reliance on Nvidia and other hardware suppliers.

The social media giant has partnered with Taiwan-based TSMC to manufacture the custom-designed chip, optimized for AI-specific workloads. The company has initiated a small-scale deployment and, if successful, plans to ramp up production.

While Meta has previously developed AI chips, they were limited to running models rather than training them. Past chip projects have faced setbacks, with some being scrapped after failing to meet internal benchmarks.

Meta’s AI ambitions come with massive costs—this year alone, it expects to spend $65 billion in capital expenditures, much of it on Nvidia GPUs. Even a modest shift to proprietary chips could yield substantial savings and mark a major step toward greater self-sufficiency in AI infrastructure.

ECB Raises Deposit Facility Rate For First Time In Nearly Two Years

Economic Shift: ECB Reverses Years Of Declining Rates

The European Central Bank (ECB) confirmed its first interest rate increase in nearly two years, raising the deposit facility rate in response to inflationary pressures and geopolitical uncertainty. Marking a shift in monetary policy, the move follows a period of rate cuts aimed at supporting economic activity and easing financing conditions.

Reevaluation Of Bank Liquidity Strategies

Although the immediate impact will be felt by only part of the borrowing market, the decision carries broader implications for banks. During the period of lower rates, banks maintained significant amounts of excess liquidity with the ECB as returns on these funds declined alongside deposit rates. With the deposit facility rate increasing by 0.25 percentage points to 2.25% from 2.00%, returns on surplus liquidity are expected to improve.

Higher interest rates, however, could also increase borrowing costs and influence lending conditions across the banking sector.

Transitioning Investment Approaches And Market Dynamics

Banks had already begun diversifying the use of excess liquidity through investments in bonds and by expanding lending activities.

Successive reductions in the deposit facility rate from 3.00% at the end of 2024 through four consecutive cuts in early 2025 reflected a more accommodative policy stance as inflation pressures moderated.

Sectoral Impact And Future Outlook

Data from the ECB’s 2025 monetary policy report show that liquidity in the Cypriot banking system declined from €19.2 billion at the end of 2024 to €18.6 billion by the close of 2025. Despite the reduction, liquidity levels remained elevated. Outstanding loans increased from €27.6 billion to €31.7 billion, while deposits recorded a slight decline. Customer deposits continued to account for the vast majority of funding. By the fourth quarter of 2025, they represented 95% of total liabilities, highlighting their importance as the banking sector’s primary source of financing.

Changes in ECB rates are expected to influence how banks manage liquidity and allocate capital as monetary conditions evolve.

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