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The transformative potential of synthetic data and cryptocurrency in advancing AI systems

AI Landscape Shaped by Reinforcement Learning, Synthetic Data, and New Technologies, Insights from Ashutosh Synghal at Midcentury Labs.

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AI landscape shaped by reinforcement learning, synthetic Data, and new technologies

In Short

Data is emerging as a critical driver in enhancing artificial intelligence through Reinforcement Learning from Human Feedback (RLHF) and post-training processes. Ashutosh Synghal, Vice President of Engineering at Midcentury Labs Inc., highlights the transformative potential of synthetic data and cryptocurrency in advancing AI systems and enabling secure, decentralised data sharing.

Data plays an essential role in both RLHF and post-training stages of AI development, boosting the accuracy, adaptability, and resilience of models.

In a recent discussion, Synghal offered insights into the growing influence of synthetic data and emerging technologies on the evolving AI landscape.

According to Synghal, the AI sector is undergoing rapid transformation, marked by significant advancements in both methods and applications.

He points to Deepseek’s innovative use of synthetic data as a key example of how artificial datasets can contribute meaningfully to the development and refinement of AI systems.

Synghal also emphasises the role of cryptocurrency in facilitating the data revolution. He highlights its potential to enable secure, decentralised data sharing and create incentives for broader participation in the AI ecosystem.

Looking to the future, Synghal predicts that synthetic data will become pivotal in training AI models — helping to generate more robust and diverse datasets, improve system performance, and reduce bias.

The conversation highlights the growing importance of synthetic data in shaping the future of artificial intelligence.

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Investing in shares: Insights for fluctuating markets

Jabin Hallihan discusses share investing strategies and market insights from Family Financial Solutions ahead of 2026

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Jabin Hallihan discusses share investing strategies and market insights from Family Financial Solutions ahead of 2026

In Short:
– Jabin Hallihan advises diversifying portfolios and buying shares during fluctuating markets, emphasising long-term strategies.
– He highlights AI and copper as promising sectors, predicting strong earnings for BHP in 2026.

Jabin Hallihan from Family Financial Solutions shares expert advice on investing in shares as markets fluctuate. He highlights the difficulty of timing the market and echoes Warren Buffett’s philosophy: the best time to buy shares was yesterday. For investors, understanding market timing is crucial.

The ASX 200 is currently valued at around 8,500, slightly below its October peak of 9,000. With a price-to-earnings ratio near 17, above the long-term average of 14, expected earnings for the coming year look promising at 10–11%. Hallihan emphasises the importance of a diversified portfolio and identifies AI as a continuing investment theme, while high-quality stocks like BHP and Rio Tinto offer resilience during downturns.

For funding acquisitions, consider taking profits from outperforming US tech stocks and reallocating into leading Australian resource companies. Looking into 2026, AI investment by major firms is set to accelerate, and the Australian mining sector—particularly copper—could provide significant upside. Jabin Hallihan can be contacted through Family Financial Solutions in Heatherton, Victoria.


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Innovative plant-based smoked salmon launching in January

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Baruch Dach discusses SimpliiGood’s innovative plant-based smoked salmon made from solar-powered spirulina aimed at tackling climate change

In Short:
– Baruch Dach founded SimpliiGood, focusing on sustainable protein from solar-powered, desert-grown spirulina for plant-based smoked salmon.
– The company targets the restaurant industry and will launch its product in Israel, followed by Europe and the US.

SimpliiGood is redefining sustainable protein by turning solar-powered, desert-grown spirulina into whole-cut alternatives like plant-based smoked salmon.

Founder and CTO Baruch Dach explains how spirulina’s unique biology enables it to efficiently convert solar energy into complete protein while maintaining a structure similar to muscle fiber.

Baruch breaks down how the controlled desert environment, powered by renewable energy, allows for scalable, clean, and climate-resilient food production. The conversation dives into how spirulina’s natural properties make it an ideal base for delicate proteins like fish, something many plant-based brands struggle to replicate.

With spirulina at the centre of their innovation, SimpliiGood is pushing the boundaries of clean-label, nutrient-rich protein alternatives.

 SimpliiGood’s smoked salmon is set to launch in January, targeting restaurants, bagels, and sushi markets. Initial sales will be in Israel, expanding to Western Europe, with plans to register with the FDA for a US launch.

The company positions itself as an ingredient supplier in the plant-based and hybrid markets, aiming to provide products that create a satisfying consumer experience, whether they are entirely plant-based or contain small amounts of fish or meat.

For more information, visit SimpliiGood

Ahron Young traveled to Israel as a guest of the Foreign Ministry climate delegation.
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Israel’s thriving startup ecosystem fuels innovation and resilience

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Israel’s dynamic startup scene thrives on necessity and resilience, says Raphael Singer, amid rising innovations from conflict challenges

In Short:
– Israel excels in innovation and startups, driven by necessity and resilience from historical challenges.
– Investment opportunities are growing, with a focus on technologies promoting peace and regional collaboration.

Israel calls itself an “innovation island,” and according to Raphael Singer — Director of Climate & Sustainability at the Ministry of Foreign Affairs — that title is well earned.

In this in-depth conversation, he explains how a lack of natural resources forced Israel to innovate early, building agriculture, water tech, and climate solutions from the ground up.

He discusses how Israel’s culture of embracing failure is central to its entrepreneurial strength, and why government investment remains critical to sustaining a nation with the world’s highest startup rate per capita. The defence sector’s R&D continues to spill into civilian life, powering everything from food security to climate resilience.

Singer also explores what other nations can learn from Israel’s approach to building a future-ready economy — one rooted in resilience, creativity, and rapid adaptation.

Israel wants the world to know its tech ecosystem remains open, active, and hungry for global partnerships. Collaboration with regional neighbours on issues like water security, climate challenges, and sustainability is seen as a pathway to long-term peace, reinforced by initiatives like the Abraham Accords.

For more information, visit the Ministry of Foreign Affairs

 

Ahron Young traveled to Israel as a guest of the Foreign Ministry climate delegation.
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