iReading Room for researchers

You did check.It got past you anyway.

About five hundred new papers today. A sentence turns them into three.

7-day trial · no card up front

~500New papers today

"Here's the question we're working on. Here's what we're stuck on."

Your sentence · written once
3Worth ten seconds each

What if the setup was a sentence?

Not a keyword string. Not alerts you re-tune every semester.

This morning

141 new · 3 for you

"We design protein binders for hard targets. We're stuck on affinity predictors that look fine in silico and fail in the wet lab."

96%

Calibrating Affinity Predictors Against Low-Throughput Wet-Lab Data

Haddad, Lin, Vogel · today

On exactly the failure you described; whatever the authors called it.

89%

Structure-Conditioned Diffusion Raises Binder Design Success Rates

Marchetti, Sørensen, Ito · today

Reports wet-lab validation rates, not in-silico scores.

73%

Backbone Diversity Metrics for Generative Protein Design

Osei, Kaur, Brandt · today

Adjacent. Marked as such.

Example output · ten seconds to decide, not an afternoon

What changes

A much shorter list. Your judgment still decides.

Week one, not month five

It reaches you while the experiment it would change is still running.

No keywords to guess

Describe the problem. What the authors called it stops being your problem.

Ten seconds a paper

Each one arrives with the reason it was picked. Yours, or not.

It learns as you go

What you keep and what you discard shapes tomorrow's list.

You already have alerts

Search finds what you're looking for. This finds what you didn't know to look for.

Keyword alerts · reactive

You guess the words

Nobody searches for the thing they haven't thought of and half the field names it something slightly different anyway.

A standing order · proactive

You describe the problem

Filed once. Read against every new paper, every morning, whether or not anyone remembers to look.

Who files one

For fields that publish faster than anyone can read.

PhD students

A literature review that updates itself while you write.

Postdocs

Two projects in your head, neither costing you a morning.

Principal investigators

See what lands in your area without reading what your whole group reads.

Lab groups

One order per project. The reading group starts from the same shortlist.

Stop guessing the words.

Describe the problem in front of you. The right papers find you.

7-day trial · no card up front