The pandemic proved drug development can move faster. Now 82% of FDA submissions include RWE, but data harmonization and traceability remain key hurdles. Pharma can overcome this by "starting with the end in mind." Read how in @MedCityNews
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REGULATION
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FDA RWE Submissions Accelerate Pharma Drug Development Process
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Satoshi Revival: Concerns on Bitcoin’s Speculation and Institutionalization
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I revived Satoshi using all his posts and emails and briefed him on the current state of Bitcoin. He is unhappy with the community’s focus on speculation over tech and with institutionalization leading to re-intermediation, not disintermediation. Without a healthy dev community
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National Quantum Initiative Reauthorization Strengthens US Computing Leadership
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Quantum and AI are rapidly converging as a tool to advance science, security, and the global economy. Reauthorizing the National Quantum Initiative is how the U.S. can stay ahead and reinforce leadership in next-generation computing. Learn why the NQI matters now more than
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Enterprise AI Success Requires Governance Not Just Distribution
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One of the quiet myths finally dying at Davos: “Give everyone AI and innovation will naturally scale.” Enterprise AI only thrives with the right ownership, governance, and proof. Read about the pivot we’re seeing across regulated enterprises: https://
domino.buzz/4qUbZ2B -
Clinical Trust in AI: Evidence, Evaluation, and Transparency Requirements
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Forbes gathers perspectives from health leaders on alignment, transparency, and responsible tech to reduce healthcare costs.
— Catherine Adenle (@CatherineAdenle) 28 janvier 2026
It includes a contribution from Elsevier’s Jan Herzhoff on why clinicians' trust in AI requires evidence-based tools, regular evaluation, and transparent… pic.twitter.com/uPgWANJVpiForbes gathers perspectives from health leaders on alignment, transparency, and responsible tech to reduce healthcare costs.
It includes a contribution from Elsevier’s Jan Herzhoff on why clinicians' trust in AI requires evidence-based tools, regular evaluation, and transparent -

Linda: Custom AI Agent for Banking Compliance Solutions
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This is Linda. 25,000 regulation docs. Before lunch. No smile.
She’s a custom AI agent for banking compliance. Consistent. Accurate. Reliable. Boring (the good kind).
Swipe to meet her. Build boring AI solutions with AI21 Labs: https://
ai21.com/boring-agents?
utm_source=org-twitter
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AI Models Enable Secure Public Sector Digital Transformation
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Privacy isn’t just a checkbox. Government agencies face a dual challenge: deliver efficient services while safeguarding citizen data. Here are 3 reasons why ready-made AI models accelerate adoption and embed governance from day 1, so the public sector can innovate without
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Anthropic accused of destructive book scanning and shadow library access
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Damning from @aaronjschaffer
, @WillOremus
, @nitashatiku
. To get more data:
* Anthropic "destructively scanned" millions of books
* co-founder Ben Mann downloaded the shadow library LibGen
* Mann hailed another shadow library's arrival: "just in time!!!" -
India-EU Trade Deal: Pharma IP Collaboration Benefits
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Youngsuk ‘YS’ Chi, Chairman of Elsevier, highlighted the benefits of the India-EU trade deal collaboration, stating, “I think the businesses will benefit by making sure that we collaborate on ….” https://
bit.ly/4a5p41P
#health #Pharma #intellectualproperty -
Ranking Integrity: Should We Question Hackable Academic Systems?
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If something is hackable, should we question the institutes that are hacking or should we revisit how these rankings are computed?