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AI Data Startup Turing Triples Revenue To $300 Million

Turing, the AI data startup based in Palo Alto, has announced that its revenue surged by 300% to reach $300 million in the past year, marking a significant milestone in the company’s growth. The firm, which helps AI labs like OpenAI, Google, Anthropic, and Meta improve their models, has also achieved profitability. Turing was last valued at $1.1 billion in 2021.

As AI models advance in complexity, the demand for human trainers with specialized expertise has skyrocketed. This surge has propelled the valuation of startups such as Turing’s competitor, Scale AI, which was valued at $14 billion last year.

Turing’s business model focuses on matching AI labs with human experts in specific fields, streamlining the process of gathering and labeling data to train models. With access to a pool of over 4 million experts, including software developers and PhD scientists, Turing provides critical services to reduce the burden on AI labs to manage hundreds of trainers.

However, the cost of this service can be significant, with each complex data annotation potentially costing hundreds of dollars. Given that advanced AI models require millions of annotations, the price tag for training can quickly escalate. For example, Meta used over 10 million human annotations to train its Llama 3 models.

As AI labs reach what is known as the “data wall”—a plateau in model performance due to the lack of more internet-based training data—companies like Turing are playing an increasingly important role in helping overcome this obstacle. Turing’s CEO, Jonathan Siddharth, emphasized that these human data companies are essential for maintaining the growth trajectory of AI models.

“Companies like Turing are helping scale AI models to compensate for the data deficit we face,” Siddharth told Reuters.

EU Farm Output Prices Decline For The First Time In Nine Months

EU Market Adjustments Signal New Price Trends

Agricultural output prices across the European Union declined in the fourth quarter of 2025, marking a shift after several quarters of increases. Data from Eurostat shows that farm gate prices fell by 1.9% compared with the same period in 2024.

Crisis of Declining Prices In Select Markets

Cyprus recorded one of the more notable decreases in agricultural input costs among EU member states, with prices falling by 2.6% compared with Q4 2024. The reduction eased cost pressures for the local agricultural sector following periods of higher prices earlier in 2025. Across the EU, prices for goods and services consumed in agriculture remained relatively stable. Non-investment inputs such as energy, fertilisers and feedingstuffs showed limited overall changes during the quarter.

Country-Specific Divergence In Price Movements

Eurostat data highlights considerable variation across member states. Fifteen EU countries recorded declines in agricultural output prices. Belgium registered the largest decrease at 12.9%, followed by Lithuania (8.2%) and Germany (6.0%). At the same time, twelve countries reported increases in output prices. Ireland recorded the strongest rise at 6.8%, followed by Slovenia (5.6%) and Malta (4.2%).

Stability In Agricultural Inputs Amid Commodity Shifts

Agricultural input prices also showed mixed developments. Eleven member states recorded declines, including Cyprus (2.6%), Belgium (2.1%) and Sweden (2.0%). Other countries experienced moderate increases, including Lithuania (4.2%), Ireland (3.3%) and Romania (2.5%). Among major agricultural commodities, milk prices declined by 4.1% while cereal prices fell by 8.9% across the EU. In contrast, fertilisers and soil improvers increased by 7.9%, reflecting continued volatility in input markets.

Outlook For EU Agriculture

The latest Eurostat data points to uneven price developments across the EU agricultural sector. While input prices remained broadly stable in many markets, movements in output prices varied significantly between member states. These trends highlight the need for farmers and policymakers to adapt to shifting commodity prices and changing cost structures across the European agricultural market.

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