AI-designed bacteriophages created at Arc Institute infect E. coli
Researchers generated 700,000 candidate genomes before 16 proved viable in lab tests
AI-assisted coverage comparison, editor-supervised · How this was made

AI-designed bacteriophages created at Arc Institute infect E. coli
Photograph: Gizmodo (embedded from source)
What this story says
- Researchers at the Arc Institute used an AI model to design 16 viable bacteriophages that infect E. coli, as reported in Science on 6 August 2026.
- The AI generated 700,000 candidate genomes before narrowing to 300 tested in the lab, of which 16 proved functional.
- The study excluded human pathogen datasets, ensuring the viruses cannot infect people, but biosecurity experts warn of potential misuse.
- The National Institutes of Health’s new policy does not restrict AI-based research unless it involves an existing entity of concern, such as smallpox.
Who covered it
Percentages are shares of the 15 outlets carrying a published leaning rating. 5 of the 20 outlets we know ran this story carry no rating and are not counted in them. Coverage measured .
Trust
96/100
Craft
95/100
Hype
45/100
20 sources · methodology
Researchers at the Arc Institute in Palo Alto, California, used an artificial intelligence model named Evo to design 16 new bacteriophages capable of infecting E. coli. The study, published in the journal Science on 6 August 2026, trained the AI on DNA sequences from naturally occurring viruses before tasking it to generate novel viral genomes. The team synthesised 300 of the 700,000 candidate genomes produced by Evo, and 16 proved viable in laboratory tests.
The viruses are bacteriophages, which infect bacteria but cannot infect humans. The study excluded datasets containing human pathogens from the AI’s training, ensuring the designed viruses pose no direct threat to people. The 16 viable phages overcame resistance in two strains of E. coli, demonstrating functionality beyond simple imitation of natural viruses. The research was conducted by a team including scientists from Stanford University.
An accompanying article in Science, authored by biosecurity experts at Johns Hopkins University, warned that the ability to design viral genomes using AI raises urgent biosafety and biosecurity questions. The National Institutes of Health issued new policies last week to prevent high-risk life science research but did not restrict AI-based research unless it involves an existing entity of concern, such as smallpox.
What the coverage left out
None of the right-rated digests mentioned the potential medical applications of the research, such as combating antibiotic-resistant bacteria. Neither of the right-rated digests carried the biosecurity warnings from Johns Hopkins experts or the fact that the AI generated 700,000 candidate genomes before producing 16 viable viruses. The left-rated digests did not mention the potential for medical breakthroughs.
Still developing. We have re-checked which outlets are covering this 8 times, most recently on 7 Aug 2026, 00:15, and will add the sides that appear.
How other outlets pictured it
Which photograph to run is each newsroom’s own choice. The leaning beside a name is that outlet’s published rating, not a claim that the pictures divide along it. Every picture is shown from the outlet’s own server and links to the article it ran in.
How each side covered it
Our own reading of the reporting listed below, written from the outlets’ articles rather than quoted from them. The reasoning is set out on our methodology page.
Left
3 rated outlets
- The left-rated reports led on the potential risks of AI-designed viruses. Gizmodo’s full report described the achievement as "both impressive and unnerving" and quoted biosecurity experts warning that "the governance to safely steer it does not" exist. The outlet noted that the AI required 700,000 attempts to produce 16 viable viruses, framing the low success rate as a partial safeguard but also highlighting that the functional viruses overcame bacterial resistance.
- IFLScience’s digest and Axios’s digest both emphasised the novelty of the achievement, with Axios asking, "What could go wrong?" The left-rated digests carried the biosecurity warnings from Johns Hopkins experts and noted the exclusion of human pathogen datasets, but none mentioned the potential medical applications, such as combating antibiotic-resistant bacteria.
Centre
8 rated outlets
- The centre-rated reports balanced the potential benefits and risks of the research. Forbes’s full report led on the AI’s ability to invent 16 new viruses and quoted a biosecurity expert warning that the technology could be used to create bioweapons. The outlet also highlighted the potential for breakthroughs in treating antibiotic-resistant superbugs, noting that the viruses could be used to generate tailor-made therapies.
- The Times’s digest framed the story as raising "hopes" for tackling drug-resistant infections but also "urgent biosafety questions". The centre-rated digests uniformly carried the fact that the viruses were designed to infect bacteria and were harmless to humans. Most mentioned the 700,000 candidate genomes and the 16 viable viruses, but none led on the number of attempts required. BBC News’s digest and ANSA’s digest both noted the dual potential for medical advances and misuse.
Right
4 rated outlets
- The right-rated digests focused on the achievement itself and the safety assurances. Thairath’s digest stated that the viruses were "designed to kill bacteria and are harmless to humans", without mentioning biosecurity concerns. ABC’s digest described the research as a "new leap" in creating "complete artificial organisms" and framed it as the beginning of a "brilliant, although also uncertain" future, but did not quote biosecurity warnings or the potential for medical applications.
- Neither of the right-rated digests mentioned the 700,000 candidate genomes or the 16 viable viruses. Both carried the fact that the viruses cannot infect humans, but neither included the biosecurity warnings from Johns Hopkins experts or the potential for the technology to be misused.
Read it at the source
20 outlets, grouped by the leaning a published rating gives them. Every headline links to the original; an underlined outlet name opens our profile of that publisher.
Left
3- AI designs new virus not found in nature (opens Axios in a new tab)
- Oh Cool, AI Is Inventing New Biological Viruses Now (opens Gizmodo in a new tab)
Gizmodo — is Gizmodo biased? Our profile of this outletOpinion
- In A World First, Scientists Used AI To Generate A Genome And Produced A Functional, Bacteria-Killing Virus (opens IFLScience in a new tab)
IFLScience — is IFLScience biased? Our profile of this outlet
Centre
8- World’s first AI-designed viruses raise hopes (opens The Times in a new tab)
- AI-Designed Viruses Are Here: The Promise and Peril Ahead (opens Internewscast in a new tab)
Internewscast — is Internewscast biased? Our profile of this outlet
- New Viruses Created by Scientists Thanks to Artificial Intelligence. It Is the First Time in History. (opens Il Messaggero in a new tab)
Il Messaggero — is Il Messaggero biased? Our profile of this outlet
- Large genome models used to design new viruses (opens Ars Technica in a new tab)
Ars Technica — is Ars Technica biased? Our profile of this outlet
- Nyt, 'Scientists Use AI to Create New Viruses, It's the First Time' (opens ANSA in a new tab)
- Artificial Intelligence Just Created Viruses that Are Not Found in Nature (opens yle in a new tab)
- Artificial Intelligence used to design brand new viruses (opens BBC News in a new tab)
- Scientists Trained An AI Model In DNA—And It Invented 16 New Viruses (opens Forbes in a new tab)
Right
4- AI Creates Viruses That Kill Bacteria, Infecting Even Resistant Bacteria (opens Unknown in a new tab)
Unknown
- Scientists Have Successfully Used AI to Design and Create a New Type of Virus for the First Time. (opens thairath.co.th in a new tab)
thairath.co.th — is thairath.co.th biased? Our profile of this outlet
- This AI Just Created Viruses that Are Not Found in Nature (opens la Nacion in a new tab)
- AI Takes a New Leap and Creates Complete Artificial Organisms From Scratch (opens ABC in a new tab)
Not rated
5- • Artificial Intelligence Can Create New Viruses • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • Artificial Intelligence Can Create New Viruses (opens Giornale di Sicilia in a new tab)
Giornale di Sicilia — is Giornale di Sicilia biased? Our profile of this outlet
- Major Health Safety Concerns: Scientists Have Created Artificial Intelligence Viruses (opens Adevarul in a new tab)
- Artificial Intelligence Projects Unpublished Viruses in the Lab for the First Time (opens A TARDE in a new tab)
A TARDE
- AI Models Design Viable Viruses, Researchers Warn Against Abuse (opens Heise in a new tab)
- Generating AI Designs "New Virus"; Confirmed to Grow in Bacteria, US University Research (Kyodo News) (opens Unknown in a new tab)
Unknown
How did this read?
About the coverage, not about the story. We do not ask whether you agree with what happened — we have no honest use for that answer.
More in Science & Tech
All Science & Tech →Elsewhere on the site
Conflict & Security•4 min readRussian Strikes Kill Over a Dozen in Kyiv, Destroy Rozetka Warehouse
Politics•5 min readNational Treasury Employees Union sues to stop Trump tax audit immunity

