How AI Can Spot Your Next Billion-Dollar Idea

How AI Can Spot Your Next Billion-Dollar Idea

Artificial intelligence is increasingly being used to identify new business opportunities and technological breakthroughs. By analyzing large datasets and detecting patterns invisible to humans, AI tools can help entrepreneurs and investors discover emerging trends and high-potential innovations earlier than ever before. As AI systems continue to evolve, they are expected to play a growing role in shaping the future of entrepreneurship, research, and global economic development.

Read more: https://d3.harvard.edu/how-ai-can-spot-your-next-billion-dollar-idea/

Japan–U.S. Alliance Strengthens Ahead of Prime Minister Takaichi’s Visit to Washington

Japan–U.S. Alliance Strengthens Ahead of Prime Minister Takaichi’s Visit to Washington

Japanese Prime Minister Sanae Takaichi is expected to visit Washington, D.C. later this month to meet with U.S. President Donald Trump. The meeting is expected to focus on strengthening the Japan–U.S. alliance, including cooperation on economic security, advanced technologies, and regional stability in the Indo-Pacific. As global geopolitical and technological competition intensifies, close coordination between democratic allies remains essential for maintaining stability and prosperity.

Read more: https://www.nippon.com/en/news/yjj2026020600171/

AMERICA 250 AI Pioneers – The Leaders Shaping America in the Age of Artificial Intelligence

AMERICA 250 AI Pioneers – The Leaders Shaping America in the Age of Artificial Intelligence

On the occasion of the 250th anniversary of the United States of America, the Boston Global Forum and the AI World Society are proud to recognize the fifty scientists, technologists, scholars, and leaders who are most powerfully shaping America’s role in the Age of Artificial Intelligence — and through America, the governance of AI for the world.

The AI age is not a distant future. It is the defining reality of the present — reshaping medicine, education, defense, democracy, and the economy with a speed and scope that no previous technology has matched. America stands at a hinge point: it can lead the world in governing AI in service of democratic values and human dignity, or it can cede that leadership to frameworks that do not share those values.

The fifty thinkers honored here are the people making the difference. They are building the AI systems, shaping the governance frameworks, protecting the democratic values, and demonstrating through their work that the AI age can be — must be — an age of human flourishing. Several are partners and award recipients of the Boston Global Forum and AI World Society, whose work directly informs the AIWS governance framework.

As America marks 250 years of democratic self-governance, this recognition is both a celebration and a call: the thinkers who lead us into the AI age bear a responsibility as great as any generation of American innovators who preceded them. Their choices — about safety, equity, transparency, and democratic accountability — will shape the next 250 years.

How to Manage Misinformation in Large Language Models

How to Manage Misinformation in Large Language Models

The rapid growth of tools powered by large language models (LLMs) faces increasing risks from misinformation on the open internet. Various actors—including governments, corporations, and scammers—can manipulate online content to influence what AI systems learn and present as facts. Key threats include medical misinformation, inauthentic political speech, and “data voids” that allow misleading information to dominate obscure topics. Managing these risks has become not only a technical issue but also a challenge of governance and trust. The article highlights solutions such as improving data curation, strengthening model training methods, and integrating fact-checking mechanisms.

Read more: https://www.techpolicy.press/how-to-manage-misinformation-in-large-language-models/
Boston Global Forum (BGF) Recommendation to Iran

Boston Global Forum (BGF) Recommendation to Iran

Implementing the “No Hostility Doctrine” for Peace, Normal Relations, and Prosperity

Iran is entering a new era. BGF recommends that Iran’s emerging leadership adopt and implement a clear national doctrine of no hostility toward any country as the cornerstone of a successful transition toward democracy, economic renewal, and international normalization. This doctrine is not merely a foreign-policy adjustment—it is a strategic foundation for restoring dignity to the Iranian people through peace, the rule of law, and opportunity.

1) Make “No Hostility” the national strategic turning point

BGF advises Iran to formally declare—clearly, consistently, and publicly—that:

  • Iran will not be hostile to the United States, Israel, or any country.
  • Iran will pursue disputes only through diplomacy, dialogue, and international law.
  • Iran will uphold non-aggression and respect for sovereignty.
  • Iran’s security policy will be defensive, focused on protecting Iranians and borders—not ideological confrontation.
  • Iran seeks to become a reliable partner for regional stability, trade, science, education, health, and cultural cooperation.

Why this matters: It ends the “permanent enemy” narrative that has fueled isolation, sanctions, militarization, and internal repression—blocking prosperity and democracy.

2) Convert doctrine into credibility: actions within the first 90 days

BGF advises the new leadership to pair the doctrine with concrete, verifiable actions—because credibility is built by behavior, not words.

A. Open diplomatic channels immediately
  • Establish direct and indirect communications with the United States and all relevant regional actors to reduce the risk of escalation and begin a pathway to normalization.
  • Create a crisis hotline mechanism to prevent miscalculation.
B. Enforce a “no external destabilization” policy
  • Announce and implement a clear policy of regional calm and non-interference.
  • Align all security agencies with a single principle: Iran’s security must be achieved through stability, not external confrontation.
C. Launch transparency and anti-corruption public reporting
  • Publish key state decisions, budgets, and procurement, especially in high-risk sectors.
  • Establish an independent anti-corruption mechanism and public oversight dashboards.
D. Protect human rights and the rule of law
  • Implement measurable steps to protect civil liberties, due process, and equal citizenship.
  • Begin a lawful review process for political detainees and ensure courts operate independently.
E. Invite international technical cooperation
  • Welcome cooperation on humanitarian needs, economic stabilization, public health, energy reliability, and institutional reform.
  • Prioritize partnerships that improve daily life quickly and visibly.

3) Align foreign policy with domestic renewal

BGF recommends a simple national message: Iran’s renewal will be built at home.
That means focusing the state on: jobs, education, health, freedom, anti-corruption, and a lawful democratic system.

BGF advice: Treat peace and normalization as economic infrastructure.

  • No hostility → lower risk → more investment → better jobs → stronger middle class → stronger democracy.

4) Establish a “Trust and Legitimacy Program” to support the doctrine

To sustain the No Hostility Doctrine beyond a single moment, BGF recommends Iran build institutional trust through:

  • Transparency by default (budgets, procurement, public services)
  • Accountability mechanisms (independent audits, anti-corruption authority, citizen complaint channels)
  • Human-centered governance (rights protections, due process, equal citizenship)
  • Public trust metrics to measure institutional performance and integrity

This is consistent with BGF’s broader vision of trust infrastructure for modern governance.

5) A message to the world—and to Iranians

BGF recommends that Iran deliver a final, unifying message:

Iran seeks a future defined by dignity through peace—a nation open to cooperation, committed to stability, and devoted to the wellbeing of its people.

BGF closing recommendation:
To succeed, Iran’s new leadership should treat the No Hostility Doctrine as a binding national commitment—translated into immediate actions, lawful institutions, and measurable improvements in the lives of Iranians. Peace is not a slogan; it is the pathway to democracy and prosperity.