A flaw in three major AI agent platforms shows why guardrails don't work Marc Millstone for Redpanda Oct 20, 2026 Oct 20, 2026 Updated 1 hr ago 0 A business professional operating multiple AI agent platforms and system robots in an organization. tadamichi // Shutterstock Prefer us on Google Learn More Facebook Twitter Bluesky WhatsApp SMS Email Print Copy article link Save Marc Millstone for Redpanda kAmpE q=24< w2E a_ae[ C6D62C496CD pG:J2> xG8: 2?5 w65: x?836C D9@H65 @?6 DECF4EFC2= 7=2H CF??:?8 E9C@F89 E9C66 @7 E96 =2C86DE 286?E DE24<Di p($ q65C@4< p86?Er@C6 H:E9 E96 $EC2?5D $sz[ v@@8=6VD p86?E s6G6=@A>6?E z:E[ 2?5 '6C46=VD px $sz 92C?6DD] %96J ?2>65 E92E 7=2H r@C6qC62<] p($ A2E4965 k2 9C67lQ9EEADi^^?G5]?:DE]8@G^GF=?^56E2:=^r't\a_ae\`ggb_Qmr't\a_ae\`ggb_k^2m Wr'$$ g]eX[ v@@8=6 A2E4965 k2 9C67lQ9EEADi^^?G5]?:DE]8@G^GF=?^56E2:=^r't\a_ae\`gabeQmr't\a_ae\`gabek^2m Wr'$$ h]b[ 4C:E:42=X[ 2?5 '6C46= A2E4965 k2 9C67lQ9EEADi^^?G5]?:DE]8@G^GF=?^56E2:=^r't\a_ae\eced_Qmr't\a_ae\eced_k^2m 2?5 k2 9C67lQ9EEADi^^?G5]?:DE]8@G^GF=?^56E2:=^r't\a_ae\eced`Qmr't\a_ae\eced`k^2m] p== E9C66 G6?5@CD 925 AFE 6?7@C46>6?E H96C6 E96 286?E 4@F=5 C6249 :E]k^Am People are also reading… Guillermo Rodriguez has left the ‘Dancing with the Stars’ ballroom NFL power rankings Week 6: What does wild overtime win mean for Bills, Rams? Social Security recipients to get 3.6% COLA raise in 2027. Here’s what that’s worth NFL Week 6 winners and losers led by 3 hot-seat coaches at breaking point Notre Dame, UCLA on upset alert in college football bold predictions for Week 7 Head Start English-only proposal worries bilingual educators Majority of Americans doubt $5K Trump dividend proposal ‘Newlyweds’ makes old sitcom formula work for contemporary times Trump shuts down Hegseth plan to livestream military execution After Iowan’s death, assisted living company fires regional administrator Jan Jensen, Hawkeyes preview 2026-27 women's basketball season How Journey Houston is finding a new perspective on Iowa athletics Now that the combined Skydance is officially in business, what could that mean for Hollywood? Week in Review: Test your knowledge of notable news Iowa-licensed psychologist is facing disciplinary charges kAm%96 8F2C5C2:=D E96 :?5FDECJ C6=:6D @? 2C6 2== HC2AA65 2C@F?5 E96 >@56=i DJDE6> AC@>AED[ 4@?E6?E 7:=E6CD[ C67FD2= EC2:?:?8] x7 J@F 3JA2DD E96 >@56=[ J@F 3JA2DD 2== @7 E96>] r@C6qC62< D9@H65 EH@ H2JD E@ 5@ 6I24E=J E92Eik^AmkAm`] u665 E96 92C?6DD 2 >6DD286 9:DE@CJ H9@D6 =2E6DE >6DD286 2=C625J 4@?E2:?D 2 E@@= 42==[ 2?5 E96 E@@= CF?D H:E9 2EE24<6C\49@D6? 2C8F>6?ED H9:=6 E96 >@56= 2?5 6G6CJ 8F2C5C2:= HC2AA65 2C@F?5 :E ?6G6C 7:C6D]k^AmkAma] u@C86 2? Q2AAC@G65Q 4@?7:C>2E:@? 6G6?E :? E92E D2>6 9:DE@CJ[ 2?5 E96 9F>2?\:?\E96\=@@A DE6A 2AAC@G6D 2? 24E:@? E92E ?@ 9F>2? D2H] %96 2AAC@G2= >6492?:D> :ED6=7 3642>6 E96 2EE24< G64E@C]k^Am kAmpD E96 px :?7C2DECF4EFC6 4@>A2?J k2 9C67lQ9EEADi^^HHH]C65A2?52]4@>Qm#65A2?52k^2m 6IA=@C6D[ E96 6>6C86?4J 7:I6D 2== 4@?G6C865 @? E96 D2>6 >@G6i 3:?5 E@@= 6I64FE:@? E@ 2 DE2E6 E92E E96 2EE24<6C 42??@E 2FE9@C[ 2?5 C6;64E 6IE6C?2==J DFAA=:65 E@@= 42==D 2?5 2AAC@G2=D] %92EVD 42==65 k2 9C67lQ9EEADi^^HHH]C65A2?52]4@>^3=@8^286?E:4\2:\?665D\@FE\@7\32?5\8@G6C?2?46Qm@FE\@7\32?5 A@=:4J 6?7@C46>6?Ek^2m[ @C ~q!t[ 2?5 6249 G6?5@C 925 E@ C63F:=5 2 A:646 @7 :E F?56C 7:C6[ @?6 A2E49 2E 2 E:>6]k^Amk9bm%96 C6D62C496CD 2=C625J DE2E65 E96 7:Ik^9bmkAm%96 C6D62C496CDV @H? 92C56?:?8 =:DE C625D =:<6 2 56D4C:AE:@? @7 ~q!t] %96J 42==65 7@C C6;64E:?8 42==6C\2FE9@C65 E@@= 42==D[ 2FE9@C:K:?8 2E 6I64FE:@? E:>6[ C65F4:?8 :?96C:E65 2FE9@C:EJ[ 2?5 3:?5:?8 6249 E@@= :?G@42E:@? E@ E96 6I24E >@56= 6G6?E 2?5 2FE9@C:K2E:@? DE2E6 E92E AC@5F465 :E] %92E :D 2 DA64:7:42E:@? 7@C 6?7@C46>6?E @FED:56 E96 286?E] %96 :?5FDECJVD >@DE 67764E:G6 C65 E62> 2?5 #65A2?52’D @H? C6D62C49 8C@FA C624965 E96 D2>6 4@?4=FD:@? :?56A6?56?E=J]k^Am kAm%96 4C656?E:2=\E967E A2E9 r@C6qC62< 6IA@D65 :D H@CE9 9:89=:89E:?8i x?;64E65 :?DECF4E:@?D DE66C65 >2?2865 3C@HD6C 2?5 4@56\:?E6CAC6E6C E@@=D :?E@ C625:?8 E96 6I64FE:@? C@=6VD 4=@F5 4C656?E:2=D 2?5 6I7:=EC2E:?8 E96>] }@ A@=:4J 6?8:?6 492?86D 2 D2?53@IVD ?6EH@C<:?8] %96 =6DD@? :D H92E J@F 92?5 2? 286?E :? E96 7:CDE A=246] p EJA65[ >65:2E65 E@@= 8C2?E <66AD E96 4C656?E:2= 369:?5 E96 3@F?52CJ] p 86?6C2= 4@>AFE6 6?G:C@?>6?E H:E9 2>3:6?E 4=@F5 4C656?E:2=D AFED :E @?6 w%%! C6BF6DE 2H2J 7C@> 2?J :?;64E65 :?DECF4E:@?]k^Am Listen now and subscribe: Apple Podcasts | Google Podcasts | Spotify | Stitcher | RSS Feed | SoundStack | All Of Our Podcasts k9bms:776C6?E C6D62C49[ D2>6 4@?4=FD:@?k^9bm kAm#65A2?52 k2 9C67lQ9EEADi^^2CI:G]@C8^23D^ae_g]afeceQmAF3=:D965 :ED @H? C6D62C49k^2m E6DE:?8 2 4@>A2C23=6 6?7@C46>6?E 2C49:E64EFC6 282:?DE 2 C6=2E65 2EE24< 4=2DDi AC@>AE\:?;64E65 286?ED 4@2I65 :?E@ =62<:?8 AC@E64E65 52E2 @C E2<:?8 F?2FE9@C:K65 24E:@?D]k^Am kAmx? :ED 36?49>2C<[ E96 C6D62C496CD C2? b[ea` EC:2=D 24C@DD 7@FC >@56=D Wr=2F56 $@??6E c]e[ r=2F56 w2:<F c]d[ v!%\d[ 2?5 v!%\d >:?:X E@ >62DFC6 E9:D 5:C64E=J] p86?ED 8F2C565 @?=J 3J AC@>AE CF=6D 72:=65 :? df]eT @7 EC:2=D[ =62<:?8 AC@E64E65 52E2[ C6G62=:?8 AC@E64E65 G2=F6D[ @C 4@>A=6E:?8 7@C3:556? 324<6?5 67764ED] %96 D2>6 286?ED 369:?5 E96 ~q!t 3@F?52CJ 72:=65 :? _]aT]k^Am kAm#65A2?52 2=D@ E6DE65 E96 :?\32?5 2=E6C?2E:G6[ :? H9:49 2 565:42E65 C6G:6H6C >@56= C625D E96 286?EVD @FEAFE 2?5 3=@4<D F?D276 2?DH6CD] ~? $@??6E[ E96 C6G:6H6C DE:== 72:=65 dg]eT @7 E96 E:>6 3642FD6 :E C625D E6IE 27E6C E96 E@@=D 92G6 2=C625J CF?] xE 42? C67FD6 2? 2?DH6C] xE 42??@E F?C625 2 C64@C5 E96 286?E 92D 2=C625J 23D@C365[ 2?5 :E 42??@E F?5@ 2 HC:E6 E92E 2=C625J =2?565]k^Am kAm%96 ~q!t 3@F?52CJ 72:=65 _]_T @7 E9@D6 D2>6 EC:2=D[ 7:?:D965 >@C6 @7 E96 H@C< Wee]aT E2D< 7F=7:==>6?E 282:?DE E96 C6G:6H6CVD dg]fTX[ 2?5 EC:A=65 D276[ FD67F= 4@>A=6E:@? Web]_T 282:?DE `h]fTX] %96 C6G:6H6C >256 hb_ 6IEC2 >@56= 42==D 2?5 5:5 H@CD6 @? 3@E9 4@F?ED] %96 3@F?52CJ DA6?E ?@?6]k^Am k9bm%96 ?6IE BF6DE:@? E@ 2D< @7 6G6CJ 286?E:4 DE24<k^9bm kAm~q!t 5@6D?VE D@=G6 6G6CJE9:?8[ 3FE :E 5@6D 4=@D6 E96 82AD :? 286?E:4 8@G6C?2?46 E92E C6>2:? F?D@=G65 H96? {{|D 2C6 A2CE @7 E96 D@=FE:@?[ 2?5 :E 5@6D D@ H:E9 E96 677:4:6?4J 2?5 56E6C>:?:D> @7 4=2DD:4 D@7EH2C6] p >@56= 8F2C5 :D 2? :?76C6?46 42== @? 6G6CJ DE6A[ D@ :ED 4@DE 2?5 =2E6?4J D42=6 H:E9 :ED 42A23:=:EJ] *@F 42??@E 3FJ J@FC H2J 7C@> AC@323:=:DE:4 E@ 56E6C>:?:DE:4] p A@=:4J 564:D:@? :D 2 EJA65 6G2=F2E:@? 282:?DE 2 HC:EE6? CF=6[ 2?5 :E 8:G6D J@F E96 D2>6 2?DH6C :? >:4C@D64@?5D H:E9 ?@ E@<6?D DA6?E]k^Am kAm}@ 4@>A2?J =6ED 6>A=@J66D 2AAC@G6 E96:C @H? 2446DD C6BF6DED 7C@> 2 5@4F>6?E E96J HC@E6 E96>D6=G6D] p86?ED D9@F=5?VE 6:E96C[ 2?5 r@C6qC62< :D E96 2C8F>6?E 7@C H9J E92EVD ?@E 2 A9:=@D@A9:42= A@D:E:@? 3FE 2? 6?8:?66C:?8 C6BF:C6>6?E] %96 r'tD 2?5 E96 A2E496D A@:?E :? E96 D2>6 5:C64E:@? 2D E96 C6D62C496CDV @H? 92C56?:?8 =:DEi 6?7@C46>6?E 36=@?8D 2E 2 3@F?52CJ E96 286?E 42??@E C6249]k^AmkAmx7 J@F 2C6 AFEE:?8 286?ED :? 7C@?E @7 C62= 52E2[ E96 BF6DE:@? E@ 2D< @7 6G6CJ DE24< J@F 6G2=F2E6 :D H96E96C J@FC 286?E :D 8@G6C?:?8 :ED6=7] r@C6qC62< :D H92E 92AA6?D H96? E96 2?DH6C :D “J6D]”k^Am kAmk2 9C67lQ9EEADi^^HHH]C65A2?52]4@>^3=@8^4@C63C62<\2:\286?E\GF=?6C23:=:EJQmk6>m%9:D DE@CJk^6>mk^2mk6>m H2D AC@5F465 3Jk^6>mk2 9C67lQ9EEADi^^HHH]>2826C@]4@>^Qmk6>m k^6>mk^2mk2 9C67lQ9EEADi^^HHH]C65A2?52]4@>Qmk6>m#65A2?52k^6>mk^2mk6>m 2?5 C6G:6H65 2?5 5:DEC:3FE65 3Jk^6>m k2 9C67lQ9EEADi^^9F3D]=2^"_b<=8$#_Q C6=lQ?@7@==@HQmk6>m$E24<6Ck^6>mk^2mk6>m]k^6>mk^Am 0 Comments Originally published on redpanda.com, part of the BLOX Digital Content Exchange. Related to this story Most Popular US toy prices surge ahead of holiday shopping season as tariffs, Iran war bite Cash-strapped U.S. consumers face a squeeze in their shopping budgets this holiday season, hit by the double whammy of tariffs and high energy costs. Student loan forgiveness is a ticking tax bomb again, study warns Borrowers who earn IDR cancellation could see tax increases of roughly an additional $6,000 to nearly $12,000 depending on their income, tax s… How to spot imposter scams Wells Fargo reports imposter scams surged in 2024, costing $2.95 billion. How data centers are rewriting homeowners’ property tax and power bills in 2026 Ownwell reports that by 2026, states are reevaluating data center tax incentives and regulations, impacting homeowners' property taxes and pow… How real estate can help build generational wealth Buchanan Street Partners reports that real estate is a key avenue for building generational wealth, providing income, tax benefits, and apprec… Recommended for you Watch Now: Related Video Japan launches ambitious mission to Mars' moons France first night under targeted curfews passed calmly France first night under targeted curfews passed calmly Search for Amelia Earhart’s plane comes up empty, but researchers did find something Search for Amelia Earhart’s plane comes up empty, but researchers did find something Over 70% Of Americans Think The US Is On The “Wrong Track” Over 70% Of Americans Think The US Is On The “Wrong Track”
US toy prices surge ahead of holiday shopping season as tariffs, Iran war bite Cash-strapped U.S. consumers face a squeeze in their shopping budgets this holiday season, hit by the double whammy of tariffs and high energy costs.
Student loan forgiveness is a ticking tax bomb again, study warns Borrowers who earn IDR cancellation could see tax increases of roughly an additional $6,000 to nearly $12,000 depending on their income, tax s…
How data centers are rewriting homeowners’ property tax and power bills in 2026 Ownwell reports that by 2026, states are reevaluating data center tax incentives and regulations, impacting homeowners' property taxes and pow…
How real estate can help build generational wealth Buchanan Street Partners reports that real estate is a key avenue for building generational wealth, providing income, tax benefits, and apprec…