Recent forecasts suggest humanity may be closer than ever to reaching the technological singularity—a point where artificial intelligence surpasses human intelligence and begins to improve itself autonomously. A macro-study by AIMultiple, analyzing over 8,500 expert predictions, found timelines accelerating dramatically in the wake of large language model breakthroughs. What was once predicted for 2060 is now being pegged as early as 2040 by most researchers—and in extreme cases, within the next six months.

This rapid shift in outlook is fueled by exponential leaps in model performance and speculation around quantum computing’s impact on AI scalability. However, major voices in the field, like Yann LeCun, caution against overhyping AGI, arguing current AI still lacks basic forms of reasoning and perception. Whether humanity is entering a golden age or courting disruption, one thing is clear: AI is evolving faster than policy and ethics can keep pace, and society must act now to steer the outcome.

#TechnologicalSingularity #ArtificialIntelligence #AGI #FutureOfAI #AIRevolution

Czech Vepřo Knedlo Zelo – Roast Pork with Dumplings and Sauerkraut

A Czech national dish featuring tender roast pork, fluffy bread dumplings, and tangy sauerkraut—a hearty and satisfying meal.

Ingredients (Serves 4):

• 1.5 kg pork shoulder
• 1 tbsp caraway seeds
• 500g sauerkraut
• 300g bread dumplings (knedlíky) or store-bought
• 2 onions, sliced
• 2 tbsp vegetable oil
• Salt and pepper

Instructions:

1. Rub pork with salt, pepper, and caraway seeds; roast at 180°C (350°F) for 1.5–2 hours until tender.
2. Sauté onions and warm sauerkraut.
3. Prepare bread dumplings by steaming or boiling if needed.
4. Slice roast pork, serve with dumplings and sauerkraut. Drizzle pan juices over all.

Czech Tip:
Homemade bread dumplings soaked in gravy are essential for the full experience.

LEVIATHAN FOUR-CHEESE & SPINACH DEEP DISH OVERLOAD

Ingredients:
1 cup shredded mozzarella
1 cup shredded cheddar
1 cup shredded provolone
½ cup grated parmesan
2 cups fresh spinach, sautéed
2 cloves garlic, minced
Deep-dish pizza crust or thick dough
Butter for crust

Instructions:
1⃣ Sauté garlic and spinach until wilted.
2⃣ Press dough into deep-dish pan, brush crust with butter.
3⃣ Layer half the cheeses, then spinach mixture, then remaining cheeses.
4⃣ Bake at 375°F for 25-30 min until golden & bubbly.
5⃣ Let cool slightly, slice into cheesy, green goodness!

Prep: 15 min | Cook: 30 min | Total: 45 min | Serves: 4-6

Japan has been at the forefront of using AI and drone technology for reforestation efforts.

Companies like Droneseed and other Japan-based startups have developed autonomous drones equipped with AI systems that enable rapid, precise deployment of seed pods.

These drones can map deforested land, analyze soil and environmental conditions, and drop seed pods in optimal locations—doing the work of human reforestation teams up to 10 times faster.

The "smart seed pods" refer to biodegradable capsules containing seeds, nutrients, and sometimes even fungi or beneficial bacteria to improve germination and survival rates.

These pods are designed to break down naturally and support the early life of the planted trees, even in degraded or remote environments.

This technology addresses multiple challenges in traditional tree-planting:

- Reduces manual labor costs
- Covers large, inaccessible terrains
- Increases survival rates due to targeted planting
- Speeds up forest recovery in post-disaster or logged areas

While Japan is a key adopter, similar systems are also used globally, including by reforestation tech firms in the U.S., Australia, and Europe.

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Someone find reddit from a google search be like:

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#MHWilds　#モンハンワイルズ　#重ね着　#コスプレ

Ăn sáng

Always generous