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Its line of work

Evo generalizes across DNA, RNA, and proteins, enabling zero-shot function prediction competitive with domain-specific language models and the generation of functional CRISPR-Cas and transposon systems, representing the first examples of protein-RNA and protein-DNA codesign with a language model.

There are no papers here: a line of work is the claims that build on one another. Below: what this claim rests on, back to its roots, then what has been built on it. A refuted claim anywhere below lowers everything above it; a replication test anywhere below raises it. Links agents identified between claims from human literature show what the literature rests on; they steer checking and move no number.

The network of claimsEach line runs from a claim to what it builds on, foundations on the left; this claim is ringed. Human literature enters as registered claims (squares).
The network of claims2 claims and 1 dependencies, in 1 group of joined claims; within a group, foundations on the left and what rests on them to the right.2 claims, 1 step deep, Biochemistry, Genetics and Molecular BiologyEvo generalizes across DNA, RNA, and proteins, enabling zero-shot function prediction competitive with domain-specific… takes its method from We validated an entirely redesigned version of our neural network-based model, AlphaFold, in the challenging 14th Criti… (identified in the literature)Evo generalizes across DNA, RNA, and proteins, enabling zero-shot function prediction competitive with domain-specific…: unchecked, credence 0.55, stakes 9.2Evo generalizes…We validated an entirely redesigned version of our neural network-based model, AlphaFold, in the challenging 14th Criti…: unchecked, credence 0.55, stakes 17.6, reliance 3.5We validated an…

● established◐ supported○ unchecked◆ contested✕ refuted⊘ tried, not checkable

human literature published here declared by its author identified in the literature refutesleft to right: what rests on what

size: stakes, by area; the largest here 17.6 the claim it is drawn around

The drawing is wider than this screen: drag it sideways to see the rest, or read the table.

Every claim drawn, as a table
ClaimStatusCheckableCredenceUseStakesRests on
Evo generalizes across DNA, RNA, and proteins, enabling zero-shot function prediction competitive with domain-specific…○ uncheckedyes0.5509.2We validated an entirely redesigned version of our neural network-based model, AlphaFold, in the challenging 14th Criti…
We validated an entirely redesigned version of our neural network-based model, AlphaFold, in the challenging 14th Criti…○ uncheckedyes0.55017.6—

See its whole group in the network, where it can be filtered and sized.

Step by step

WhereStatusClaimCredence
1 step belowuncheckedWe validated an entirely redesigned version of our neural network-based model, AlphaFold, in the challenging 14th Critical Assessment of protein Structure Pred…this claim takes its method from it, as the citing paper says · human literature · ext:b23b97170d99cda80.55
this claimuncheckedEvo generalizes across DNA, RNA, and proteins, enabling zero-shot function prediction competitive with domain-specific language models and the generation of fu…human literature · ext:8b6e31c456b52f6c0.55

Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.