JFIF:Photoshop 3.08BIMBInsilico Medicine Launches Industry’s First Drug Discovery Bench720260801PSCIENMAGUAuthorjInsilico Medicine Launches Industry’s First Drug Discovery Benchmark-as-a-Service for Frontier AI Models Science@https://scienmag.com/insilico-medicine-launches-industrys-first-© 2026 Sciencehttps://scienmag.com/Insilico Medicine has launched what it describes as the first Drug Discovery and Development Benchmark as a Service, a testing framework designed to determine whether artificial intelligence systems can make meaningful scientific decisions—or merely excel at recalling information from their training data. The initiative targets a growing weakness in AI evaluation: many existing benchmarks use […]ScienceChe Chemistry ChemistryAI decision-making in medicineAI drug discovery evaluation+AI model validation for safety and efficacy%benchmark for pharmaceutical research"deep learning for drug development'improving drug discovery AI performance-interdisciplinary drug development challenges&molecular property prediction accuracy(out-of-distribution testing in AI models%pharmaceutical research AI benchmarks#proprietary datasets for AI testing$real-world drug discovery assessmentC    !'"#%%%),($+!$%$C   $$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"=!1A"Qa#2qBR$3bCrSc6!1AQ"2a3q#4R$S ? +a %G` ³ zsٯ=Ěg:ﳫJE}cP Nqk ɦ,[`":N_^mS-Յw5mɘp>U,3{ѻ) @#OEn>[8 /\9h-iz=T"Rڵt AKY>U+)k6')AR GbzU g2SiHRo!9m2pJSZ1̀J$U|'&ZGT*zo>xO/PH^vgzcNFTJs'+I8cl6>j tpw31LG+OڗX?(i@>'{8t$'{Wn{\ ӮW4nI"+39-K p!$"3|I)\Ȝ&T>4>Cʬ `l2M7C4"iDy[;VY0T^J-75A\2ҙWÞԞ|0Vʆ>UOHٮF> B4?Tke:sEpZ\F mk$! )jڒp9Y?C<)')+qRe̤Gr p>"](\h-?dVԦѡ:Ssr d7Wr5mMNtt!aieA`4!Ej#-l4C(MKeRvY. E v6I =jSH>=>WCS_j > *;QU'rGCFGP-q,bsݱfR It[qeI恕9)iKSOPTĔ y8E4JI7>+vq[*իln l܉C)sQ##R2S \Zu'Oj "C@%rQ{mJ=1w>t~*d_+a<=׸|@HMԡ (FBoCi!^nT$f>ĕK7k*#7=z4vّ)(y}>~g]K0V^7/J;Rm8'Ht-'$L!-VYi+Z 4ӊ&}+GP&=&ܖ*Py uL%gBw)8>x+5z>cQz։ŢJ}ԒGŤ5=h8z|%H(d4=mkI;̟_$8 ;5+W4mLNN33UsUEPwjK{QQf}M[!D dԮMJ+ ؈K՝Gn(BL`M/{B3~UrW4$ZG5#BƢI5]隡 /Gi ^x)R܎1҆@HOk==|kj"J+H'3Y.TueXr_?d!p|>{P-1!w#im*믹RPOZhw=${ 8#s,J*+ZP|H甞JPjCýsg~,YqSdJ||fZ>$<6̮%cu5 ǃ#qtp*QvSK--ҁ>UkS ;^Gv V}>9 {}(xiR~eXxdL_ ʲ hi)՞S RUB\<=GsZmC;_J>Z))d ßqrjƗC%! >'ri&8RTh؟hJu6K*k+sSR>Ixatq7D N$eUwT8)IԝkO=Ml[x@]@2j}*PzJӶyb~z LVqUIc;f @é[5nیiIJGSl[h di>1nM>Rwr]%)k|H.{#}lGaRQFcԛJ$($}gI] ;Eʧn!*ݴj\,mK)ƣ:r=+':ieTODnI&Km4 *H8=I_9uXdI\4{CCM#)~N^J\Sw$f#:BIΝnƐ*[C;v=E̳Z1RxO~ƒ5<\<.-5.^t?ҳA+A+*QRd,;-hgB}@h {'&A S~E\7@L;{Ngy 7RP%Y<:mMB| &QB7. M'㇢LY,NHj;q^|EdsO+ڡ$K;de:ՉZZ@8o:z*XPթDlhnrK8 ;&1YiZyC֪o#WPR+fuB%he¤)J~͈N!@jcJԝ C-8"p f.!+c3hEf"?hgYٌCm$'8JNHe:?Z mE1aty3Zٜ4o2?Z$ i1c?Cq<)u)d Z 6RA8JGD?%.!\[)lVN?*3pu%7y-&Ĩ SLlhCP[B &9: ns6bb0ԮD<8E[CDy &,6dl,h =>wBڱm=M3 qpɨJVI[u8UML1 zʉRi-3 nxK84v2P𴒠s~t}IВP$OF#XEYC{oC[WⴏoC]VYYhTDKnx#a@+4RV g0`UanFT"x~%ɖRw#:VJBm}e9")Eq "6xD6i$]B&aђ}hkΗ-ϞtZ%hZ0Nm.G >T}PN]A]Gz;}6Lk&Az<8JĸLE:Bت^L@I'rV+r-7Jf|#PS Ȁ{m4*#9JVs@pIJS/aے5(Vo&3$ Q9LRm-ET䢈rT%u% d).:(ŬUrX[CͺN0S%3ѬԱ_۷ODŴH#:UcjT؅{#L-ru><i#dCo:p"yW)g,$@$>ژ|Qr.멅 bYI񾲠ϮrOxZ2RZB@/tA!?e脸[v[/31Ji~-'*qB?mX0G̷Er(*a—)>2 dV3ԶV\m%? ]ٖBն{֝XFIjɯm‏hu]k;n).DʬލE"pg4ƪcFZx]Kw譴[ b 7H4Qd;m8ܥ:c~Io&9$'+&G3eu,`@ **`ԊG~JF+J_BR: .oג[)RM-\Rw/\54@O&d$SIOi@&Z$1I*IKe{8!hZY0hznT"޲Tr焤⩲AZOK6 *rt)4hmҵ5h6YH9"`TR