Wednesday, September 16, 2026
Source trace. Via News points to the documents behind its reporting and shows what we drew from each — so you can check any claim. How we source
News articleMIT Technology Review

The scientist using AI to hunt for antibiotics just about everywhere

View original at technologyreview.com
MIT Technology Review - Ai Research Title: The scientist using AI to hunt for antibiotics just about everywhere Date: 2026-02-16 11:00 Source: https://www.technologyreview.com/2026/02/16/1132516/cesar-de-la-fuente-using-ai-antibiotics-hunt/ <p>When he was just a teenager trying to decide what to do with his life, César…
Opening lines of the source · MIT Technology Review · short snapshot — read the full document at the original

What we drew from this source

The claims Via News extracted from this document. We point to the source; we don't replace it.

  • These peptides haven't yet been transformed into usable drugs that help people

    80% confidence
  • It's only been a few years since folks have been using AI meaningfully in drug discovery

    80% confidence
  • The use, overuse, and misuse of antibiotics drives antimicrobial resistance

    80% confidence
  • De la Fuente is marvelously talented, very innovative

    80% confidence
  • De la Fuente has really helped pioneer the space of harnessing AI for real-world problems

    80% confidence
  • Drug discovery in any domain is a statistics game. You need enough shots on goal to happen to get one

    80% confidence
  • This is the world that we live in today, and it's incredible

    80% confidence
  • AI has already saved decades of human research time

    80% confidence
  • Antimicrobial resistance deaths could surge past 8 million by 2050

    80% confidence
  • Many companies that attempted antibiotic development have folded because there's no good return on investment

    80% confidence
  • Researchers have moved from using predictive models to developing generative approaches

    80% confidence
  • Antimicrobial resistance is an almost impossible problem

    80% confidence
  • The world of antibiotic development needs as much creativity and innovation as researchers can muster

    80% confidence
  • The antibiotic discovery pipeline remains perilously thin, impeded by high development costs, lengthy timelines, and low returns on investment

    80% confidence
  • Biology is an information source like a bunch of code

    80% confidence

Cited in these Via News reports

What we know · the intelligence behind this page
Live from the substrate
What we're seeing
AI's 'Show-Me' Reckoning: Earnings Divergence, Executive Exodus, and Regulatory Tightening
Investors are shifting from rewarding AI narratives to demanding tangible results, evidenced by Adobe's weak guidance despite user-growth emphasis, Palantir's stock decline even after winning the Army's TITAN contract, and UiPath's contrasting guidance raise. Simultaneously, high-profile safety-driven departures from Anthropic and Google, plus new regulatory actions (California's under-16 social media ban, Anthropic's misuse-blocking disclosures), signal mounting scrutiny of AI's societal and financial risk profile even as fintech-adjacent funding (Socure) continues.
Our read on the data ›
Signals we're tracking
Satellite-Terrestrial Network Integration Acceleration
Increased investment and launches in hybrid satellite-cellular networks across telecom industry; competitive responses from other carriers; regulatory activity around satellite spectrum; expansion of emergency/rural connectivity use cases
Patterns we're watching ›
Where sources disagree
ING Group
Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.
We flag conflicts openly ›
Recently verified
Checked against the original source
4,981
facts traced to their source — and we flag the ones that don't hold up.
101 entities tracked4,981 facts checked against source5,288 source documents archived
Query this data → isubstrate.com