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Anthropic Questions Use Of Distillation In Competing AI Models

by THEFUTURE.TEAM

February 24, 2026

Overview Of The Alleged Attacks

Anthropic has accused three Chinese AI companies, DeepSeek, Moonshot AI and MiniMax, of creating more than 24,000 fake accounts to interact with its Claude model. According to the company, these accounts generated over 16 million exchanges using distillation, a technique that allows smaller models to learn from the outputs of larger systems. Anthropic says the activity focused on Claude’s strengths in agentic reasoning, coding and tool use.

Methodology And Scale

Distillation is a common method used to develop smaller and more efficient AI models. Anthropic argues that in this case, it was used to replicate core model capabilities. DeepSeek previously attracted attention with its open-source R1 reasoning model, which delivered strong performance at lower cost. Reports suggest the upcoming DeepSeek V4 could further intensify competition in coding-focused AI models.

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Moonshot AI reportedly generated more than 3.4 million exchanges aimed at improving reasoning, coding, data analysis and computer vision. MiniMax accounted for approximately 13 million exchanges focused on agentic coding and tool orchestration. Anthropic also stated that at one point, nearly half of MiniMax’s traffic targeted the latest Claude version.

Policy And National Security Implications

The allegations come as debates continue in the United States over export controls on advanced AI chips and broader technology competition with China. The case highlights increasing concerns around intellectual property protection as AI development becomes more resource-intensive.

Anthropic argues that models created through unauthorized distillation may lack built-in safeguards, potentially increasing risks related to misuse, including cyber operations and disinformation.

Industry Response And Future Outlook

The company says it is strengthening internal monitoring to detect and limit large-scale distillation attempts. Anthropic is also calling for closer cooperation between AI companies, cloud providers and policymakers to address emerging risks.

As global competition in AI accelerates, disputes over training practices and model replication are likely to become a more significant part of industry regulation and strategic decision-making.

The Future Forbes Realty Global Properties

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.

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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.