#python#brain_inspired_ai#deep_learning#large_language_models#reasoning
The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems.
https://github.com/sapientinc/HRM
News: #Ethiopia wheat imports to persist as rising prices, tight supply offset production gains
A new #USDA report projects that Ethiopia will continue importing about 1.4 million metric tons of #wheat despite increased domestic production, citing tight supply and surging prices. The report also notes that domestic wheat prices have risen sharply, reinforcing reliance on imports even as output grows.
Despite the expected growth in wheat production, the report warns that domestic wheat supplies remain tight, forcing millers and traders to increasingly rely on imports.
#Russia remains Ethiopia’s largest wheat supplier, accounting for 68 percent of imports, followed by #Ukraine and #Romania. Together, the three countries supplied 93 percent of Ethiopia’s wheat imports, underscoring the country’s continued reliance on Black Sea markets.
Prime Minister Abiy Ahmed has repeatedly remarked rejecting wheat import as a defining feature of Ethiopia........
Read more: https://addisstandard.com/?p=56330
News: USDA purchases #US wheat to support agricultural development in #Ethiopia and #Kenya
The United States Department of Agriculture (#USDA) has purchased 183,700 metric tons of U.S. hard red winter (HRW) wheat to support agricultural development projects in Ethiopia and Kenya, according to the U.S. Wheat Associates (USW).
The purchase, made in mid-January by the USDA’s Foreign Agricultural Service (FAS), marks the first U.S. wheat procurements under the Food for Progress program for the 2025 fiscal year. The wheat will be delivered in four cargoes—three from #Houston, #Texas, and one from #Kalama, #Washington—destined for the two #East_African countries.
Food for Progress is a U.S. government program that provides agricultural commodities to support food security and development in partner countries. Under the program, donated food commodities are sold locally,....
https://web.facebook.com/AddisstandardEng/posts/pfbid0qv13B87UsJgyuNpxxeB8Be2fj41XGjLZ1aRCDYLc85AGHGZ3hrMK9QRFKRDiQDcal
🚀 USDA Maintains Soybean Production Forecast for 2025/2026
The United States Department of Agriculture (USDA) has maintained its forecast for the 2025/2026 soybean production at 4.262 billion bushels, unchanged from its March estimate. According to Jin10, the USDA also projects the ending stocks for the same period to be 350 million bushels, slightly above the market expectation of 349 million bushels, and consistent with the March forecast. Additionally, the USDA anticipates the soybean yield to remain at 53 bushels per acre, the same as the previous month's projection.
#USDA#Soybean#Agriculture#Production#Forecast #2025 #2026 #Yield#EndingStocks#USAgri