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Generative Diffusion in Molecular Design
A quick field guide to diffusion-based generators in molecular design—how they work, where they complement transformers, and who is deploying them today
Nov 27
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BiopharmaTrend
18
1
Weekly Tech+Bio Highlights #64: Eli Lilly Reaches $1 Trillion Valuation
Merck's $3B AI drug discovery deal, new open-source virtual cell initiative, AI designing full-length antibodies, Europe’s first agentic AI…
Nov 25
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BiopharmaTrend
and
Roman Kasianov
5
1
Three Big Ideas in Aging Research That Could Shift the Therapeutic Landscape
Drawing on new discussions from ARDD2025 in Copenhagen, the focus turns to how GLP-1s, IPF, and the gut microbiome are steering aging drug development
Nov 20
•
Andrii Buvailo, PhD
26
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5
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The '4th Wave' of AI Drug Discovery is Here, According to This Report
Dec 12, 2024
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Andrii Buvailo, PhD
24
5
New LLMs, Agents, and Graphs in Life Sciences
Nov 6
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BiopharmaTrend
23
2
Protein Language Models: Builders & Pharma Deals
Nov 14
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BiopharmaTrend
18
3
14 Startups in AI Protein Design: Platforms, Specialists, Modular Tools
May 29
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BiopharmaTrend
and
Illia Terpylo
14
2
12 Startups in the Digital Twin Healthcare Ecosystem: From Virtual Organs to Optimized Trials
Mar 20
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BiopharmaTrend
15
3
13 Foundation Models: Startups, Industry Updates and the Nobel Prize
Mar 28
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BiopharmaTrend
16
1
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Weekly Tech+Bio Highlights #63: Quantum vs. AI Small Molecule Design
FDA’s pathway for custom gene editing, UK’s non-animal testing roadmap, OpenAI leads a biosecurity seed, 100x mRNA delivery & over $1B in fresh life…
Nov 18
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Roman Kasianov
and
BiopharmaTrend
9
3
Protein Language Models: Builders & Pharma Deals
We unpack how PLMs work, notable builders, pharma deals, and current limitations
Nov 14
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BiopharmaTrend
18
3
Weekly Tech+Bio Highlights #62: Virtual Biology, Open Co-Folding, and a World-Model Lab Agent
Neuralink's Rival raises $200M, AI healthcare funding at $10.7B in 2025, Lilly expands AI drug discovery via Insilico & XtalPi deals
Nov 10
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Roman Kasianov
and
BiopharmaTrend
11
1
New LLMs, Agents, and Graphs in Life Sciences
With Claude joining the lab, we survey healthcare LLMs, their real-world use, and how neurosymbolic AI can remedy their limitations
Nov 6
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BiopharmaTrend
23
2
Weekly Tech+Bio Highlights # 61: Up to $2B for AI-Guided Blood-Brain Barrier Shuttles
Recursion’s Whole-Genome Microglia Map for Roche & Genentech; Roche x Manifold Bio BBB deal; Data Strategy & Model Architecture in Virtual Cells
Nov 3
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Roman Kasianov
and
BiopharmaTrend
7
2
1
Weekly Tech+Bio Highlights #60: Eli Lilly & NVIDIA to Build AI Supercomputer for Drug Discovery
Anthropic brings Claude to Life Sciences, new NVIDIA-backed model may beat AlphaFold3, MIT ships open-source peptide binder & OpenFold gets a new…
Oct 28
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BiopharmaTrend
and
Roman Kasianov
15
4
How AI Powers Synthetic Biology
Let's face it, we are living in a "century of biology" and artificial intelligence is a growing enabler of what comes next
Oct 23
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BiopharmaTrend
and
Illia Terpylo
8
3
Weekly Tech+Bio Highlights #59: AI-Designed Cancer Drug Shows Early Responses
DeepMind & Yale release a 27B single-cell foundation model, an up to $1B protein design deal with Takeda, and Thermo Fisher adds OpenAI’s tools across…
Oct 20
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Roman Kasianov
and
BiopharmaTrend
8
2
Weekly Tech+Bio Highlights #58: Sanofi Licenses Neurosymbolic AI for Preclinical R&D
Precision Oncology Flywheel, ~$2.5B in Weekly Deal Value & Convergence of AI x CRISPR
Oct 14
•
Roman Kasianov
and
BiopharmaTrend
6
1
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