Synaptic
@synaptic_data

Deal Sourcing & Portfolio Management tools for Private Investors

 United States
synaptic.com/
Joined June 2019
761 Photos and videos
💊 Big Pharma is making billion-dollar bets on AI-designed drugs. → Lilly, @Novartis & J&J partnered with @IsomorphicLabs → Lilly launched a major AI drug discovery initiative with NVIDIA We mapped 110+ startups across 8 layers of the AI drug discovery stack 👇 [🧵 1/10]
AI in Drug Development Stack 2026

ALT AI in Drug Development Stack 2026

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Agents are designing the chips

The chips behind every AI model are still designed the slow way: run a test, read the failure, rewrite the design, run it again. Agents are starting to take that whole loop. Less a tool the engineer
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Consumer AI enters its concierge era

The new consumer AI takes the jobs you hate: planning the date, picking the outfit, locking in the meeting. State the need once; consider it done. Less like software you use, more like staff you hire.
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Labs are buying practice, not data

AI models used to get smarter by reading more of the internet. Now they get smarter by doing. Labs drop them into simulated codebases, browsers, and CRMs, where they attempt real tasks thousands of
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Speed to power AI is the new moat

AI's constraint is now electricity. Data center demand triples to ~580 TWh by 2028, and a new grid connection takes four-plus years. Power, not chips, now decides who scales. So a race is on to
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When agents become employees, who’s keeping them in check?

Every AI agent you deploy is a new employee with credentials, access to sensitive data, and permission to take action. But unlike a human employee, it has no manager watching over it. One poisoned
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AI agents demo well, deploy badly

AI agents impress in controlled showcases. But put them in the real world with messy data, edge cases, and high stakes, and the confidence collapses. This demo-to-production gap is the central
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Agents take the compliance casework

The most exciting use of AI agents right now is hunting financial criminals. Compliance used to mean armies of analysts clearing alerts by hand. Agents are now taking on the casework itself:
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Humanoids Among Us

Humanoid robots were supposed to be sci-fi prototypes: impressive on stage, but nowhere near real-world deployment. But in 2026, the adoption curve is accelerating fast, and these machines have
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Every AI token is now a direct line on the P&L

By 2026, inference is projected to drive roughly two-thirds of all AI compute. While per-token costs have gone down, total spending is exploding. The result? Simply running AI models is turning into a
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Vibe coding's second act

Vibe coding was supposed to be a 2025 fad: great for demos, useless for anything real. 18 months later, the adoption curves still haven't turned down, and the tools have quietly crossed from

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Every agent a company deploys adds a new identity. But who’s managing them?

Every AI agent a company deploys is a new identity with credentials, permissions, and the ability to act autonomously. As agents proliferate, enterprises need a new layer to authenticate, authorize,

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💊 Big Pharma is making billion-dollar bets on AI-designed drugs. → Lilly, @Novartis & J&J partnered with @IsomorphicLabs → Lilly launched a major AI drug discovery initiative with NVIDIA We mapped 110+ startups across 8 layers of the AI drug discovery stack 👇 [🧵 1/10]
AI in Drug Development Stack 2026

ALT AI in Drug Development Stack 2026

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1,283
more replies
Clinical Development 🏥 Making trials faster, smarter & cheaper. @PIHealthSc24325 – AI-run clinical trials @Triomicsinc – AI for oncology trials [🧵 9/10]
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🔗 Download the full list → na2.hubs.ly/H064Md60 Get company profiles, funding data & founder LinkedIns. [🧵 10/10]

AI in Drug Development - Synaptic

A list of 110+ startups building across the AI drug development stack, with company profiles, funding, and founder details.

synaptic.com
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