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From: "You.com Product Team" <developer@mail.you.com>
Message-ID: <7E.42.02559.3CC8BF96@i-0e5225e6d285fe541.mta1vrest.sd.prd.sparkpost>
To: tjphuhs@gmail.com
Date: Wed, 06 May 2026 18:47:31 +0000
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MIME-Version: 1.0
Subject: The You Report: NEW Eval harness, Research API controls, auto top-up
Reply-To: support@you.com

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Benchmark any search API, structure outputs, and avoid=0Acredit-related dow=
ntime     Welcome to this month=E2=80=99s newsletter!=0AHere=E2=80=99s what=
=E2=80=99s new this month: Research API controls=0A(source_control, output_=
schema), an open-source eval harness, and=0Aauto top-up to prevent credit-r=
elated downtime.=0A=0A****************=0AProduct Releases=0A***************=
*=0A=0A-----------------------------------------------------=0AResearch API=
: More control over retrieval and outputs=0A-------------------------------=
----------------------=0A=0AWe added two new parameters to the Research API=
:=0A=0A* source_control: Restrict where the agent retrieves from (e.g.,=0Ad=
omains, etc.)=0A* output_schema: Enforce structured outputs for downstream=
=0Asystems=0AThe You.com Research API has 83.67% accuracy and 93.16% F1 on=
=0ADeepSearch QA, powered by a single-agent architecture that scales=0Ato 1=
,000 reasoning turns and 10 million tokens per query.=0A=0A=E2=86=92 Docs =
=0A( https://clicks.you.com/f/a/8hmSRkDCI_v0aJwgYZZabQ~~/AAQRxRA~/tN9pFswxT=
3UIt9o7H2nLELMitJxBFQLVVb_IaZlkggi_bOVTPcOOV737270iXRv5nyaA0E6KhoSaC_0Vko5o=
hHobf3bJogDo_qYdgEy-JjsjR6t-4yqjB1cnlKaO330CypEHsBr6uJ6L6lxO_X0jmQ_yxnfieGW=
GqsJVBTb-eCCAakNtfjSRW7j2NLeyX9NVOmDtXEbuCEXavT0QkGCxG_uMyuEgYUEtWaR8rklRAv=
CQpyReG0Y4Jql9-gnaIlqp8OwVSxqXx9pqhmZGwn8VdGlS7hWGsf2AcizC2jVhGg6UfzzbOTBkP=
DSmZ24gRQBXuLt9jI6ci60A02g7wON2AA~~ )=0A=0A=0A=E2=86=92 Read the Blog =0A( =
https://clicks.you.com/f/a/qsGSuxDUBOwwAGTg5lmAXQ~~/AAQRxRA~/YSwVWqMwmNyRlE=
2NIFweuBh0QmyLLrIszOroDpH_49WBOE0LDVBX9JRAXgbmZbhSW3mSePZvGNs30dtJ4e6WcvCQW=
bHybx3ZtxxmQU9HlrgOP4QwjdpTYqMKl2sMzzYpOB_6RF4cyFv0kUe1-WNN7gKuWJg73bH4ByQQ=
ZHQn_q-kuLM2atPUVbWCdox_LodxJphmz09by46c7RIc8b65HWZ4wQ9R1JEj41KlkQvMFoOs6Eh=
-TiZahjtACz8JMVYi0cJ9E6MKZGcyH0mio0BmnRH_xJvqqz0t0MgiM3P7wjIMMQ9i81PCfy7ZJ7=
i1o7fSA9Wy1DuvgiCmBxpXTs5PALRc4heahfnAb4_g9t7qrAQ~ )=0A=0A=0A--------------=
---------------------------------------=0AOpen-source eval framework (bench=
mark any search API)=0A----------------------------------------------------=
-=0A=0ATeams often spend weeks setting up evals, only to find their=0Aimple=
mentation doesn=E2=80=99t match how benchmarks are actually scored.=0AOther=
s rely on vendor-reported results that can be hard to=0Avalidate.=0A=0AWe o=
pen-sourced our internal eval harness so you can run=0Astandardized benchma=
rks yourself.=0A=0A* Supports: SimpleQA, FRAMES, BrowseComp, DeepSearchQA=
=0A* Produces comparable results across providers=0A* Easy to extend with y=
our own evals=0AThis is especially useful if you're validating vendors or=
=0Atuning retrieval for agents.=0A=0A=E2=86=92 Learn more =0A( https://clic=
ks.you.com/f/a/GASMi1xu1gaCAg7s0ZaZFQ~~/AAQRxRA~/YSwVWqMwmNyRlE2NIFweuBh0Qm=
yLLrIszOroDpH_49W9xnMB_Nchu9RXp1PNpHras8dh0NW4RdfGbQo_z_PXHa0HEgnM2tY0E8nIF=
8_BBNnju_CAip6mqgkXNs38K6RDCRF28Wnq_hVYjv50cuSQfelkbYBURMiGsxN9kUA8desbf7fj=
VxVyDahtXOddMHdDrvMpVabRR1jKy3FZqg3-MxQSQPiEa2nBL05hDN_tb-KtOdsecriFbkXcNAM=
SRjpp0pQLQtNey-CzykfFmHLmdJPCsCRKh9Bois5hzCEQj7vjvgS5RHyzZu-1LV0XjMmx8wCVEO=
C5zLkZiHCjcq-fLv605FDCDnlw780ppFP4p1s~ )=0A=0A=0A=E2=86=92 GitHub repo =0A(=
 https://clicks.you.com/f/a/u97PKLSrSmCbV_DPlXHS5w~~/AAQRxRA~/2ldcsTPoXEnT4=
QWpf8u89n7EDF-JxaVEooGTduwm4kflRWp3Li04FI0pkz-s5TVnTKk_acfWayjPKSvLdzepW5ay=
GbOkjE253xQ8OWpDP4ekNif8WbrM0KYXCwTErJYSmFr_OKLu-lDFZm0ZZDXqZw~~ )=0A=0A---=
---------------------------=0AAuto top-up & billing APIs=0A----------------=
--------------=0A=0AAvoid production failures when credits run out. We=E2=
=80=99ve added=0AAuto top-up, which eliminates hard stops.=0A=0AUsage & bil=
ling APIs let you:=0A=0A* track spend programmatically=0A* trigger alerts=
=0A* integrate into internal dashboards=0A=0A****************=0ANew Integra=
tions=0A****************=0A=0A-------------------------------=0ALangChain (=
langchain-community)=0A-------------------------------=0A=0ACall the Resear=
ch API directly from LangChain agents (alongside=0ASearch and Content APIs)=
.=0A=0A-------------------=0AHugging Face Spaces=0A-------------------=0A=
=0AFork a working Gradio app and run a You.com-powered demo with=0Ayour API=
 key: https://clicks.you.com/f/a/_sFPXJS1hFXb40VEQpxM7g~~/AAQRxRA~/Cf_1S7sS=
z44DbCcPfgAllN-xaw2lTC9BDSUCGHxQV6qTOkho9zpDZkdwxOV23HmMJhpj7N-mdHda6BRv_hG=
AdzGnLCpRbDbSMhVFqk8nXXO8yKrWryDOBMAwIUsp70QZ=0A=0A************************=
**=0AICYMI: The Latest Insights=0A**************************=0A=0A-----=0AE=
vals=0A-----=0A=0A* The You.com Web Search Eval Harness: Benchmark Any Web =
Search=0AProvider Yourself. =0A( https://clicks.you.com/f/a/GASMi1xu1gaCAg7=
s0ZaZFQ~~/AAQRxRA~/YSwVWqMwmNyRlE2NIFweuBh0QmyLLrIszOroDpH_49W9xnMB_Nchu9RX=
p1PNpHras8dh0NW4RdfGbQo_z_PXHa0HEgnM2tY0E8nIF8_BBNnju_CAip6mqgkXNs38K6RDCRF=
28Wnq_hVYjv50cuSQfelkbYBURMiGsxN9kUA8desbf7fjVxVyDahtXOddMHdDrvMpVabRR1jKy3=
FZqg3-MxQSQPiEa2nBL05hDN_tb-KtOdsecriFbkXcNAMSRjpp0pQLQtNey-CzykfFmHLmdJPCs=
CRKh9Bois5hzCEQj7vjvgS5RHyzZu-1LV0XjMmx8wCVEOC5zLkZiHCjcq-fLv605FDCDnlw780p=
pFP4p1s~ )=0A Eddy Nassif, Senior Applied Scientist, introduces the new=0Ao=
pen-source evaluation framework that runs four popular=0Abenchmarks, provid=
ing a reliable starting point for evaluating=0AWeb Search API vendors.=0A* =
Extreme Single-Agent Inference Scaling for Agentic Search:=0AAchieving SOTA=
 on DeepSearchQA =0A( https://clicks.you.com/f/a/2iGGRbhD6buS3bWkDc1vDA~~/A=
AQRxRA~/YSwVWqMwmNyRlE2NIFweuBh0QmyLLrIszOroDpH_49U-_Uy9YpuYMoSUwNsR8ILC73a=
4971SIoh6xswbP7erIOkKUmyzY3Qd5nVeQEQsp-uxTZJgDl0KYHJdhmmsuRrQW_OaRWVQtSs22A=
2n9XBwwmv_oG2HewvWzLmfLcksWZgjCcrOAkAck-DJ03j6GThYI-oC1u0fm5PW877KdkE5QxtB1=
afvmowaDX6vwnsifzD0ORjxKA0_Nqlc-y3qwTTYSiGS4NztIvPs7jMb6s-dQyPublMjs7BHdDzq=
L48f55_AfHbQN6mllnhmPZHexPXITswj7QXty5C-2owyYr1IfxQ5CJb-kIbCWr0nzs-OxVM~ )=
=0A. Abel Lim, Senior Research Engineer, explains how You.com=E2=80=99s=0As=
ingle-agent, budget-aware harness for agentic search scales=0Ainference to =
10M tokens and 1,000 turns, achieving=0Astate-of-the-art results on the Dee=
pSearchQA benchmark.=0A* Best Web Search APIs for AI Agents: What to Test B=
efore You=0ACommit. =0A( https://clicks.you.com/f/a/dF3DEQFPOH6XdzRiCu_Qeg~=
~/AAQRxRA~/bR1iIk6_vL4K_kwR4IuCQyRok4AF8Q-ifx2yH6Z1ddWvRBVIvt3U5pFV2LStYRw4=
yB5K34VTu9vxVFWKEZoHHMcGEcwzLtnPciGuveWMQhJCvvx-_gnrY4F1hAY0gx1gGHiVuJoRfAC=
XSBN-oXeYK-WgIyV2nD7x_gwmKOzjRvzuMu1DGJVdcAKzOhAoL9477AGzqTiPRynYFotwCOlVek=
4LEJceMnYpT4whEWfFKlHKDv-tnPeVS8SkLhgYkqXR6rnquJ4p_rHrry0MVNP8CM6QWx-WKG3VH=
G6cbrWOIRAIdJeAqiVUKRvFx--Gem01ewsdBIChRDSpsJD7N6fZxSw968KkF48tiI9JnT3NEmZ_=
8RHDzWsPbT84RDgouZpA )=0A Brian Sparker, You.com Staff Product Manager, com=
pares leading=0Aweb search APIs for AI agents and explains how to evaluate =
them,=0Aso teams can choose the right search infrastructure for their=0Aage=
nt architectures.=0A=0A--------------------------=0ABuilding with You.com A=
PIs=0A--------------------------=0A=0A* The AI Governance Problem: Why Web =
Search APIs Are the Missing=0ALayer. =0A( https://clicks.you.com/f/a/2-GgJS=
r94AOIzVXC1oIoGw~~/AAQRxRA~/DzYpEApVdIfBAINzy2LGPFkirt38aQB4MOX5tC1Q6LrUdrn=
OC6BlJ2gltMt1ks-1mMqPjnm9AsZn6-hbdf4tYPeaWQQCHGMl_akZnIQ3z1AA3wgDiohivbR967=
RExagW_BW8_K-HOKDw7rAAWFSa3b2eEzVXhtcLHO3eRNGO5fXqJL0kYUTvkuWRZa_CnbHYWM16e=
L9xRs3iWzJoenWkcj7dQV7IsUxodR75WUuxnD840lCZQFVmNBDvBcw8zCkyWE2DUtTunf5R4l8t=
AC1uWbwN5TV7diaEqkqRwLMql7SzOS_K7bTQ67FSj_Ft3IeznmwEre7ArdIjGjqkiWAT0GcDCy7=
MTyl3undfHsOtGpTGMCO3R3kprtBpVkOdfsOWS54-a5sWnncYF-i7ECPSRw~~ )=0AEffective=
 AI governance is fundamentally an infrastructure=0Aproblem. Web search API=
s are the critical retrieval layer that=0Alets organizations control, trace=
, and ground AI systems in=0Areal-time, in governed information.=0A* Get th=
e Guide: Why API Latency Alone Is a Misleading Metric. =0A( https://clicks.=
you.com/f/a/EtkYyC84TPaJGr6TCWv-7w~~/AAQRxRA~/bk52k8sUvXmtlMVplao7anSD1t-UV=
aR-_L-GByuEUm2XqP2kB-aNBoVi6XKb7_CZtqeZxW0hwgS1ucauatgcvkTi0PBSj2qIPsnNQZM3=
A0UcUI6tfWt0LcZaqq8AhCYbUar75LTLx40IhiImn7ym6g8c_uApSichyiB4C0_eTmuB0uZPGJo=
D9jcA6EyPs1AGS4m5_qIufHyiVOERGIAn5V9GQ5MMbYHL2puwYJWValGM6Sa1PnZjFTxkV38MAe=
gdKUGI0UuOA3cy9uYu1YIEX3HzCRkAW0i9Eanvq2UboT_fh3yvk8xh4lB_--Myc5dBCIstkrHqF=
RKd4EB63yxWgXJRaswgzjQFNQ7I813bCqsGGl2hktsxNoiLpO9ivadwaM0BQSmwJrNbXBgI-EmP=
fQ~~ )=0A Brooke Grief, Head of Content, explains why headline API=0Alatenc=
y metrics are misleading for real-world decisions.=0A* Building a Recursive=
 Agent-Improvement Pipeline. =0A( https://clicks.you.com/f/a/gVw6ctP7cDWpm3=
6QRIrgOw~~/AAQRxRA~/bk52k8sUvXmtlMVplao7anSD1t-UVaR-_L-GByuEUm2fC-u55bSJitG=
2JPdNGpe0UkdYY1wB1SwFmuXmMhwhTk4Ox99wnzjiiMB_e8zErdZJXbtRIj-JfdtLCpli_AsrOb=
amWpyODcDhXDx90_uNUUr2x4MId6foi9b2LVUzp1yglw1cWxCFtZiakijBwLQHwkVB6_1keD_nj=
keozDa6Tf7CUz0Rj-h0oZMBD8cH6E5ot_fKcGrai5k2rjyuXQDSL7efC2xrYS-itOsjglMY0RD2=
FxigSavL3GybliTaeirwi6w3FiMjex9jQAA13RaEJJFmd9YxwWFQ--0JknkPMhT6TEv7VemLue7=
JW1r7F5YQczC1hCQBTHrEU5_r2aW5fXyuZgC2WviR-turPM8HwQ~~ )=0A Patrick Donohoe,=
 AI Engineer, describes how You.com built a=0Arecursive improvement pipelin=
e for its equity research agent, so=0Athe agent can iteratively upgrade its=
 own performance over time.=0A=0A**************************=0ASuggestions &=
 Feedback=0A**************************=0A=0AWe=E2=80=99d love to hear from =
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rdDocument>=0A<o:OfficeDocumentSettings><o:PixelsPerInch>96</o:PixelsPerInc=
h><o:AllowPNG/></o:OfficeDocumentSettings></xml>=0A<![endif]--><!--[if !mso=
]><!--><!--<![endif]--><style>=0A*{box-sizing:border-box}body{margin:0;padd=
ing:0}a[x-apple-data-detectors]{color:inherit!important;text-decoration:inh=
erit!important}#MessageViewBody a{color:inherit;text-decoration:none}p{line=
-height:inherit}.desktop_hide,.desktop_hide table{mso-hide:all;display:none=
;max-height:0;overflow:hidden}.image_block img+div{display:none}sub,sup{fon=
t-size:75%;line-height:0}#converted-body .list_block ol,#converted-body .li=
st_block ul,.body [class~=3Dx_list_block] ol,.body [class~=3Dx_list_block] =
ul,u+.body .list_block ol,u+.body .list_block ul{padding-left:20px} @media =
(max-width:660px){.row-content{width:100%!important}.stack .column{width:10=
0%;display:block}.mobile_hide{min-height:0;max-height:0;max-width:0;display=
:none;overflow:hidden;font-size:0}.desktop_hide,.desktop_hide table{display=
:table!important;max-height:none!important}}=0A</style>=0A<!--[if mso ]><st=
yle>sup, sub { font-size: 100% !important; } sup { mso-text-raise:10% } sub=
 { mso-text-raise:-10% }</style> <![endif]-->=0A</head>=0A<body class=3D"bo=
dy" style=3D"margin:0;padding:0;-webkit-text-size-adjust:none;text-size-adj=
ust:none;background-color:#f0f2f8">=0A<div style=3D"display:none !important=
;visibility:hidden;mso-hide:all;font-size:1px;color:#ffffff;line-height:1px=
;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">Benchmark any sea=
rch API, structure outputs, and avoid credit-related downtime</div>=0A<tabl=
e class=3D"nl-container" width=3D"100%" border=3D"0" cellpadding=3D"0" cell=
spacing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table-r=
space:0;background-color:#f0f2f8"><tbody><tr><td>=0A<table class=3D"row row=
-1" align=3D"center" width=3D"100%" border=3D"0" cellpadding=3D"0" cellspac=
ing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table-rspac=
e:0"><tbody><tr><td><table class=3D"row-content stack" align=3D"center" bor=
der=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" style=
=3D"mso-table-lspace:0;mso-table-rspace:0;background-color:#fbfbfb;border-r=
adius:0;color:#000;width:640px;margin:0 auto" width=3D"640"><tbody><tr><td =
class=3D"column column-1" width=3D"100%" style=3D"mso-table-lspace:0;mso-ta=
ble-rspace:0;font-weight:400;text-align:left;vertical-align:top"><table cla=
ss=3D"image_block block-1" width=3D"100%" border=3D"0" cellpadding=3D"0" ce=
llspacing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table=
-rspace:0"><tr><td class=3D"pad" style=3D"width:100%" align=3D"center"><div=
 style=3D"max-width:640px"><img src=3D"https://braze-images.com/appboy/comm=
unication/assets/image_assets/images/69fb8a9827a8e60081a0d43b/original.jpg=
=3F1778092696" style=3D"display:block;height:auto;border:0;width:100%" widt=
h=3D"640" alt=3D"" title=3D"" height=3D"auto"></div></td></tr></table></td>=
</tr></tbody></table></td></tr></tbody></table>=0A<table class=3D"row row-2=
" align=3D"center" width=3D"100%" border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table-rspace:=
0"><tbody><tr><td><table class=3D"row-content stack" align=3D"center" borde=
r=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" style=3D"=
mso-table-lspace:0;mso-table-rspace:0;background-color:#fbfbfb;border-radiu=
s:0;color:#000;padding-bottom:28px;padding-top:28px;width:640px;margin:0 au=
to" width=3D"640"><tbody><tr><td><table width=3D"100%" border=3D"0" cellpad=
ding=3D"0" cellspacing=3D"0" role=3D"presentation" style=3D"mso-table-lspac=
e:0;mso-table-rspace:0"><tbody><tr><td class=3D"column column-1" width=3D"1=
00%" style=3D"mso-table-lspace:0;mso-table-rspace:0;font-weight:400;text-al=
ign:left;vertical-align:top">=0A<table class=3D"paragraph_block block-1" wi=
dth=3D"100%" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"prese=
ntation" style=3D"mso-table-lspace:0;mso-table-rspace:0;word-break:break-wo=
rd"><tr><td class=3D"pad" style=3D"padding-bottom:7px;padding-left:24px;pad=
ding-right:24px"><div style=3D"color:#000;direction:ltr;font-family:Sans-se=
rif;font-size:16px;font-weight:400;letter-spacing:0;line-height:1.5;text-al=
ign:left;mso-line-height-alt:24px"><p style=3D"margin:0">=0AWelcome to this=
 month=E2=80=99s newsletter! Here=E2=80=99s what=E2=80=99s new this month: =
Research API controls (source_control, output_schema), an open-source eval =
harness, and auto top-up to prevent credit-related downtime.</p></div></td>=
</tr></table>=0A<table class=3D"divider_block block-2" width=3D"100%" borde=
r=3D"0" cellpadding=3D"10" cellspacing=3D"0" role=3D"presentation" style=3D=
"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"pad" align=3D"cent=
er"><table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"present=
ation" width=3D"95%" style=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><t=
d class=3D"divider_inner" style=3D"font-size:1px;line-height:1px;border-top=
:1px solid #d3deff"><span style=3D"word-break: break-word;">=E2=80=8A</span=
></td></tr></table></td></tr></table>=0A<table class=3D"heading_block block=
-3" width=3D"100%" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D=
"presentation" style=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><td clas=
s=3D"pad" style=3D"width:100%;padding-top:10px;padding-left:24px;padding-ri=
ght:24px" align=3D"center"><h1 style=3D"margin:0;color:#5566e1;direction:lt=
r;font-family:Sans-serif;font-size:21px;font-weight:700;letter-spacing:norm=
al;line-height:1.2;text-align:left;margin-top:0;margin-bottom:0;mso-line-he=
ight-alt:25px"><strong>Product Releases</strong></h1></td></tr></table>=0A<=
table class=3D"heading_block block-4" width=3D"100%" border=3D"0" cellpaddi=
ng=3D"0" cellspacing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:=
0;mso-table-rspace:0"><tr><td class=3D"pad" style=3D"width:100%;padding-top=
:10px;padding-left:24px;padding-right:24px" align=3D"center"><h2 style=3D"m=
argin:0;color:#000;direction:ltr;font-family:Arial,Verdana,Sans-serif;font-=
size:18px;font-weight:700;letter-spacing:normal;line-height:1.2;text-align:=
left;margin-top:0;margin-bottom:0;mso-line-height-alt:22px"><span class=3D"=
tinyMce-placeholder" style=3D"word-break: break-word;"><strong>Research API=
: More control over retrieval and outputs</strong></span></h2></td></tr></t=
able>=0A<table class=3D"paragraph_block block-5" width=3D"100%" border=3D"0=
" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" style=3D"mso-ta=
ble-lspace:0;mso-table-rspace:0;word-break:break-word"><tr><td class=3D"pad=
" style=3D"padding-top:5px;padding-bottom:7px;padding-left:24px;padding-rig=
ht:24px"><div style=3D"color:#000;direction:ltr;font-family:Sans-serif;font=
-size:16px;font-weight:400;letter-spacing:0;line-height:1.5;text-align:left=
;mso-line-height-alt:24px"><p style=3D"margin:0">=0AWe added two new parame=
ters to the Research API:</p></div></td></tr></table>=0A<table class=3D"lis=
t_block block-6" width=3D"100%" border=3D"0" cellpadding=3D"0" cellspacing=
=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table-rspace:0=
;word-break:break-word;color:#000;direction:ltr;font-family:Arial,Verdana,S=
ans-serif;font-size:16px;font-weight:400;letter-spacing:0;line-height:1.5;t=
ext-align:left;mso-line-height-alt:24px"><tr><td class=3D"pad" style=3D"pad=
ding-bottom:7px;padding-left:49px;padding-right:24px"><div style=3D"margin-=
left:-20px"><ul start=3D"1" style=3D"margin-top:0;margin-bottom:0;list-styl=
e-type:revert">=0A<li aria-level=3D"1" style=3D"Margin:0 0 8px 0">source_co=
ntrol: Restrict where the agent retrieves from (e.g., domains, etc.)</li>=
=0A<li aria-level=3D"1" style=3D"Margin:0 0 8px 0">output_schema: Enforce s=
tructured outputs for downstream systems</li>=0A</ul></div></td></tr></tabl=
e>=0A<table class=3D"paragraph_block block-7" width=3D"100%" border=3D"0" c=
ellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" style=3D"mso-table=
-lspace:0;mso-table-rspace:0;word-break:break-word"><tr><td class=3D"pad" s=
tyle=3D"padding-top:10px;padding-bottom:7px;padding-left:24px;padding-right=
:24px"><div style=3D"color:#121627;direction:ltr;font-family:Arial,Verdana,=
Sans-serif;font-size:16px;font-weight:400;letter-spacing:0;line-height:1.5;=
text-align:left;mso-line-height-alt:24px">=0A<p style=3D"margin:0;margin-bo=
ttom:12px">=0AThe You.com Research API has 83.67% accuracy and 93.16% F1 on=
 DeepSearch QA, powered by a single-agent architecture that scales to 1,000=
 reasoning turns and 10 million tokens per query.</p>=0A<p style=3D"margin:=
0;margin-bottom:12px">=E2=86=92 <a href=3D"https://clicks.you.com/f/a/8hmSR=
kDCI_v0aJwgYZZabQ~~/AAQRxRA~/tN9pFswxT3UIt9o7H2nLELMitJxBFQLVVb_IaZlkggi_bO=
VTPcOOV737270iXRv5nyaA0E6KhoSaC_0Vko5ohHobf3bJogDo_qYdgEy-JjsjR6t-4yqjB1cnl=
KaO330CypEHsBr6uJ6L6lxO_X0jmQ_yxnfieGWGqsJVBTb-eCCAakNtfjSRW7j2NLeyX9NVOmDt=
XEbuCEXavT0QkGCxG_uMyuEgYUEtWaR8rklRAvCQpyReG0Y4Jql9-gnaIlqp8OwVSxqXx9pqhmZ=
Gwn8VdGlS7hWGsf2AcizC2jVhGg6UfzzbOTBkPDSmZ24gRQBXuLt9jI6ci60A02g7wON2AA~~" =
target=3D"_blank" style=3D"text-decoration: underline; color: #5368ee;" dat=
a-mce-attribute-name-1 data-mce-attribute-value-1 rel=3D"noopener">Docs</a>=
</p>=0A<p style=3D"margin:0">=0A=E2=86=92 <a href=3D"https://clicks.you.com=
/f/a/qsGSuxDUBOwwAGTg5lmAXQ~~/AAQRxRA~/YSwVWqMwmNyRlE2NIFweuBh0QmyLLrIszOro=
DpH_49WBOE0LDVBX9JRAXgbmZbhSW3mSePZvGNs30dtJ4e6WcvCQWbHybx3ZtxxmQU9HlrgOP4Q=
wjdpTYqMKl2sMzzYpOB_6RF4cyFv0kUe1-WNN7gKuWJg73bH4ByQQZHQn_q-kuLM2atPUVbWCdo=
x_LodxJphmz09by46c7RIc8b65HWZ4wQ9R1JEj41KlkQvMFoOs6Eh-TiZahjtACz8JMVYi0cJ9E=
6MKZGcyH0mio0BmnRH_xJvqqz0t0MgiM3P7wjIMMQ9i81PCfy7ZJ7i1o7fSA9Wy1DuvgiCmBxpX=
Ts5PALRc4heahfnAb4_g9t7qrAQ~" target=3D"_blank" style=3D"text-decoration: u=
nderline; color: #5368ee;" data-mce-attribute-name-1 data-mce-attribute-val=
ue-1 rel=3D"noopener">Read the Blog</a></p>=0A</div></td></tr></table>=0A<t=
able class=3D"divider_block block-8" width=3D"100%" border=3D"0" cellpaddin=
g=3D"10" cellspacing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:=
0;mso-table-rspace:0"><tr><td class=3D"pad" align=3D"center"><table border=
=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" width=3D"9=
5%" style=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"divide=
r_inner" style=3D"font-size:1px;line-height:1px;border-top:1px solid #d3def=
f"><span style=3D"word-break: break-word;">=E2=80=8A</span></td></tr></tabl=
e></td></tr></table>=0A<table class=3D"heading_block block-9" width=3D"100%=
" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" st=
yle=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"pad" style=
=3D"width:100%;padding-top:10px;padding-left:24px;padding-right:24px" align=
=3D"center"><h2 style=3D"margin:0;color:#000;direction:ltr;font-family:Aria=
l,Verdana,Sans-serif;font-size:18px;font-weight:700;letter-spacing:normal;l=
ine-height:1.2;text-align:left;margin-top:0;margin-bottom:0;mso-line-height=
-alt:22px"><span class=3D"tinyMce-placeholder" style=3D"word-break: break-w=
ord;"><strong>Open-source eval framework (benchmark any search API)</strong=
></span></h2></td></tr></table>=0A<table class=3D"paragraph_block block-10"=
 width=3D"100%" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"pr=
esentation" style=3D"mso-table-lspace:0;mso-table-rspace:0;word-break:break=
-word"><tr><td class=3D"pad" style=3D"padding-top:5px;padding-bottom:7px;pa=
dding-left:24px;padding-right:24px"><div style=3D"color:#121627;direction:l=
tr;font-family:Arial,Verdana,Sans-serif;font-size:16px;font-weight:400;lett=
er-spacing:0;line-height:1.5;text-align:left;mso-line-height-alt:24px">=0A<=
p style=3D"margin:0;margin-bottom:12px">=0ATeams often spend weeks setting =
up evals, only to find their implementation doesn=E2=80=99t match how bench=
marks are actually scored. Others rely on vendor-reported results that can =
be hard to validate.</p>=0A<p style=3D"margin:0">We open-sourced our intern=
al eval harness so you can run standardized benchmarks yourself.</p>=0A</di=
v></td></tr></table>=0A<table class=3D"list_block block-11" width=3D"100%" =
border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" styl=
e=3D"mso-table-lspace:0;mso-table-rspace:0;word-break:break-word;color:#000=
;direction:ltr;font-family:Sans-serif;font-size:16px;font-weight:400;letter=
-spacing:0;line-height:1.5;text-align:left;mso-line-height-alt:24px"><tr><t=
d class=3D"pad" style=3D"padding-left:49px;padding-right:24px"><div style=
=3D"margin-left:-20px"><ul start=3D"1" style=3D"margin-top:0;margin-bottom:=
0;list-style-type:revert">=0A<li aria-level=3D"1" style=3D"Margin:0 0 8px 0=
">Supports: SimpleQA, FRAMES, BrowseComp, DeepSearchQA</li>=0A<li aria-leve=
l=3D"1" style=3D"Margin:0 0 8px 0">Produces comparable results across provi=
ders</li>=0A<li aria-level=3D"1" style=3D"Margin:0 0 8px 0">Easy to extend =
with your own evals</li>=0A</ul></div></td></tr></table>=0A<table class=3D"=
paragraph_block block-12" width=3D"100%" border=3D"0" cellpadding=3D"0" cel=
lspacing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table-=
rspace:0;word-break:break-word"><tr><td class=3D"pad" style=3D"padding-top:=
10px;padding-bottom:7px;padding-left:24px;padding-right:24px"><div style=3D=
"color:#121627;direction:ltr;font-family:Arial,Verdana,Sans-serif;font-size=
:16px;font-weight:400;letter-spacing:0;line-height:1.5;text-align:left;mso-=
line-height-alt:24px">=0A<p style=3D"margin:0;margin-bottom:12px">This is e=
specially useful if you're validating vendors or tuning retrieval for agent=
s.</p>=0A<p style=3D"margin:0;margin-bottom:12px">=E2=86=92 <a href=3D"http=
s://clicks.you.com/f/a/GASMi1xu1gaCAg7s0ZaZFQ~~/AAQRxRA~/YSwVWqMwmNyRlE2NIF=
weuBh0QmyLLrIszOroDpH_49W9xnMB_Nchu9RXp1PNpHras8dh0NW4RdfGbQo_z_PXHa0HEgnM2=
tY0E8nIF8_BBNnju_CAip6mqgkXNs38K6RDCRF28Wnq_hVYjv50cuSQfelkbYBURMiGsxN9kUA8=
desbf7fjVxVyDahtXOddMHdDrvMpVabRR1jKy3FZqg3-MxQSQPiEa2nBL05hDN_tb-KtOdsecri=
FbkXcNAMSRjpp0pQLQtNey-CzykfFmHLmdJPCsCRKh9Bois5hzCEQj7vjvgS5RHyzZu-1LV0XjM=
mx8wCVEOC5zLkZiHCjcq-fLv605FDCDnlw780ppFP4p1s~" target=3D"_self" style=3D"t=
ext-decoration: underline; color: #5368ee;">Learn more</a></p>=0A<p style=
=3D"margin:0">=E2=86=92 <a href=3D"https://clicks.you.com/f/a/u97PKLSrSmCbV=
_DPlXHS5w~~/AAQRxRA~/2ldcsTPoXEnT4QWpf8u89n7EDF-JxaVEooGTduwm4kflRWp3Li04FI=
0pkz-s5TVnTKk_acfWayjPKSvLdzepW5ayGbOkjE253xQ8OWpDP4ekNif8WbrM0KYXCwTErJYSm=
Fr_OKLu-lDFZm0ZZDXqZw~~" target=3D"_self" style=3D"text-decoration: underli=
ne; color: #5368ee;">GitHub repo</a></p>=0A</div></td></tr></table>=0A<tabl=
e class=3D"divider_block block-13" width=3D"100%" border=3D"0" cellpadding=
=3D"10" cellspacing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0=
;mso-table-rspace:0"><tr><td class=3D"pad" align=3D"center"><table border=
=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" width=3D"9=
5%" style=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"divide=
r_inner" style=3D"font-size:1px;line-height:1px;border-top:1px solid #d3def=
f"><span style=3D"word-break: break-word;">=E2=80=8A</span></td></tr></tabl=
e></td></tr></table>=0A<table class=3D"heading_block block-14" width=3D"100=
%" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" s=
tyle=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"pad" style=
=3D"width:100%;padding-top:10px;padding-left:24px;padding-right:24px" align=
=3D"center">=0A<h2 style=3D"margin:0;color:#000;direction:ltr;font-family:A=
rial,Verdana,Sans-serif;font-size:18px;font-weight:700;letter-spacing:norma=
l;line-height:1.2;text-align:left;margin-top:0;margin-bottom:0;mso-line-hei=
ght-alt:22px"><span class=3D"tinyMce-placeholder" style=3D"word-break: brea=
k-word;"><strong>Auto top-up &amp; billing APIs</strong></span></h2>=0A</td=
></tr></table>=0A<table class=3D"paragraph_block block-15" width=3D"100%" b=
order=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" style=
=3D"mso-table-lspace:0;mso-table-rspace:0;word-break:break-word"><tr><td cl=
ass=3D"pad" style=3D"padding-top:5px;padding-bottom:7px;padding-left:24px;p=
adding-right:24px"><div style=3D"color:#121627;direction:ltr;font-family:Ar=
ial,Verdana,Sans-serif;font-size:16px;font-weight:400;letter-spacing:0;line=
-height:1.5;text-align:left;mso-line-height-alt:24px">=0A<p style=3D"margin=
:0;margin-bottom:12px">Avoid production failures when credits run out. We=
=E2=80=99ve added Auto top-up, which eliminates hard stops.</p>=0A<p style=
=3D"margin:0">Usage &amp; billing APIs let you:</p>=0A</div></td></tr></tab=
le>=0A<table class=3D"list_block block-16" width=3D"100%" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" role=3D"presentation" style=3D"mso-table-ls=
pace:0;mso-table-rspace:0;word-break:break-word;color:#000;direction:ltr;fo=
nt-family:Arial,Verdana,Sans-serif;font-size:16px;font-weight:400;letter-sp=
acing:0;line-height:1.5;text-align:left;mso-line-height-alt:24px"><tr><td c=
lass=3D"pad" style=3D"padding-bottom:7px;padding-left:49px;padding-right:24=
px"><div style=3D"margin-left:-20px"><ul start=3D"1" style=3D"margin-top:0;=
margin-bottom:0;list-style-type:revert">=0A<li aria-level=3D"1" style=3D"Ma=
rgin:0 0 8px 0">track spend programmatically</li>=0A<li aria-level=3D"1" st=
yle=3D"Margin:0 0 8px 0">trigger alerts</li>=0A<li aria-level=3D"1" style=
=3D"Margin:0 0 8px 0">integrate into internal dashboards</li>=0A</ul></div>=
</td></tr></table>=0A<table class=3D"divider_block block-17" width=3D"100%"=
 border=3D"0" cellpadding=3D"10" cellspacing=3D"0" role=3D"presentation" st=
yle=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"pad" align=
=3D"center"><table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D=
"presentation" width=3D"95%" style=3D"mso-table-lspace:0;mso-table-rspace:0=
"><tr><td class=3D"divider_inner" style=3D"font-size:1px;line-height:1px;bo=
rder-top:1px solid #d3deff"><span style=3D"word-break: break-word;">=E2=80=
=8A</span></td></tr></table></td></tr></table>=0A<table class=3D"heading_bl=
ock block-18" width=3D"100%" border=3D"0" cellpadding=3D"0" cellspacing=3D"=
0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table-rspace:0"><t=
r><td class=3D"pad" style=3D"width:100%;padding-top:10px;padding-left:24px;=
padding-right:24px" align=3D"center"><h1 style=3D"margin:0;color:#5566e1;di=
rection:ltr;font-family:Sans-serif;font-size:21px;font-weight:700;letter-sp=
acing:normal;line-height:1.2;text-align:left;margin-top:0;margin-bottom:0;m=
so-line-height-alt:25px">New Integrations</h1></td></tr></table>=0A<table c=
lass=3D"heading_block block-19" width=3D"100%" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-=
table-rspace:0"><tr><td class=3D"pad" style=3D"width:100%;padding-top:10px;=
padding-left:24px;padding-right:24px" align=3D"center"><h2 style=3D"margin:=
0;color:#000;direction:ltr;font-family:Arial,Verdana,Sans-serif;font-size:1=
8px;font-weight:700;letter-spacing:normal;line-height:1.2;text-align:left;m=
argin-top:0;margin-bottom:0;mso-line-height-alt:22px">=0A<span class=3D"tin=
yMce-placeholder" style=3D"word-break: break-word;"><strong>LangChain (lang=
chain-community)</strong></span>=0A</h2></td></tr></table>=0A<table class=
=3D"paragraph_block block-20" width=3D"100%" border=3D"0" cellpadding=3D"0"=
 cellspacing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-ta=
ble-rspace:0;word-break:break-word"><tr><td class=3D"pad" style=3D"padding-=
top:5px;padding-bottom:7px;padding-left:24px;padding-right:24px"><div style=
=3D"color:#121627;direction:ltr;font-family:Arial,Verdana,Sans-serif;font-s=
ize:16px;font-weight:400;letter-spacing:0;line-height:1.5;text-align:left;m=
so-line-height-alt:24px"><p style=3D"margin:0">Call the Research API direct=
ly from LangChain agents (alongside Search and Content APIs).</p></div></td=
></tr></table>=0A<table class=3D"heading_block block-21" width=3D"100%" bor=
der=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" style=
=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"pad" style=3D"w=
idth:100%;padding-top:10px;padding-left:24px;padding-right:24px" align=3D"c=
enter"><h2 style=3D"margin:0;color:#000;direction:ltr;font-family:Arial,Ver=
dana,Sans-serif;font-size:18px;font-weight:700;letter-spacing:normal;line-h=
eight:1.2;text-align:left;margin-top:0;margin-bottom:0;mso-line-height-alt:=
22px"><strong>Hugging Face Spaces</strong></h2></td></tr></table>=0A<table =
class=3D"paragraph_block block-22" width=3D"100%" border=3D"0" cellpadding=
=3D"0" cellspacing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;=
mso-table-rspace:0;word-break:break-word"><tr><td class=3D"pad" style=3D"pa=
dding-top:5px;padding-bottom:7px;padding-left:24px;padding-right:24px"><div=
 style=3D"color:#121627;direction:ltr;font-family:Arial,Verdana,Sans-serif;=
font-size:16px;font-weight:400;letter-spacing:0;line-height:1.5;text-align:=
left;mso-line-height-alt:24px"><p style=3D"margin:0">=0AFork a working Grad=
io app and run a You.com-powered demo with your API key: <a href=3D"https:/=
/clicks.you.com/f/a/_sFPXJS1hFXb40VEQpxM7g~~/AAQRxRA~/Cf_1S7sSz44DbCcPfgAll=
N-xaw2lTC9BDSUCGHxQV6qTOkho9zpDZkdwxOV23HmMJhpj7N-mdHda6BRv_hGAdzGnLCpRbDbS=
MhVFqk8nXXO8yKrWryDOBMAwIUsp70QZ" target=3D"_blank" style=3D"text-decoratio=
n: underline; color: #5368ee;" data-mce-attribute-name-1 data-mce-attribute=
-value-1 rel=3D"noopener">https://huggingface.co/youdotcom/spaces</a></p></=
div></td></tr></table>=0A<table class=3D"divider_block block-23" width=3D"1=
00%" border=3D"0" cellpadding=3D"10" cellspacing=3D"0" role=3D"presentation=
" style=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"pad" ali=
gn=3D"center"><table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=
=3D"presentation" width=3D"95%" style=3D"mso-table-lspace:0;mso-table-rspac=
e:0"><tr><td class=3D"divider_inner" style=3D"font-size:1px;line-height:1px=
;border-top:1px solid #d3deff"><span style=3D"word-break: break-word;">=E2=
=80=8A</span></td></tr></table></td></tr></table>=0A<table class=3D"heading=
_block block-24" width=3D"100%" border=3D"0" cellpadding=3D"0" cellspacing=
=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table-rspace:0=
">=0A<tr><td class=3D"pad" style=3D"width:100%;padding-top:10px;padding-lef=
t:24px;padding-right:24px" align=3D"center"><h1 style=3D"margin:0;color:#55=
66e1;direction:ltr;font-family:Sans-serif;font-size:21px;font-weight:700;le=
tter-spacing:normal;line-height:1.2;text-align:left;margin-top:0;margin-bot=
tom:0;mso-line-height-alt:25px"><span class=3D"tinyMce-placeholder" style=
=3D"word-break: break-word;">ICYMI: The Latest Insights</span></h1></td></t=
r>=0A</table>=0A<table class=3D"heading_block block-25" width=3D"100%" bord=
er=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" style=3D=
"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"pad" style=3D"widt=
h:100%;padding-top:10px;padding-left:24px;padding-right:24px" align=3D"cent=
er"><h2 style=3D"margin:0;color:#000;direction:ltr;font-family:Arial,Verdan=
a,Sans-serif;font-size:18px;font-weight:700;letter-spacing:normal;line-heig=
ht:1.2;text-align:left;margin-top:0;margin-bottom:0;mso-line-height-alt:22p=
x">=0A<span class=3D"tinyMce-placeholder" style=3D"word-break: break-word;"=
><strong>Evals</strong></span>=0A</h2></td></tr></table>=0A<table class=3D"=
list_block block-26" width=3D"100%" border=3D"0" cellpadding=3D"0" cellspac=
ing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table-rspac=
e:0;word-break:break-word;color:#000;direction:ltr;font-family:Arial,Verdan=
a,Sans-serif;font-size:16px;font-weight:400;letter-spacing:0;line-height:1.=
5;text-align:left;mso-line-height-alt:24px"><tr><td class=3D"pad" style=3D"=
padding-bottom:7px;padding-left:49px;padding-right:24px">=0A<div style=3D"m=
argin-left:-20px"><ul start=3D"1" style=3D"margin-top:0;margin-bottom:0;lis=
t-style-type:revert">=0A<li aria-level=3D"1" style=3D"Margin:0 0 8px 0">=0A=
<a href=3D"https://clicks.you.com/f/a/GASMi1xu1gaCAg7s0ZaZFQ~~/AAQRxRA~/YSw=
VWqMwmNyRlE2NIFweuBh0QmyLLrIszOroDpH_49W9xnMB_Nchu9RXp1PNpHras8dh0NW4RdfGbQ=
o_z_PXHa0HEgnM2tY0E8nIF8_BBNnju_CAip6mqgkXNs38K6RDCRF28Wnq_hVYjv50cuSQfelkb=
YBURMiGsxN9kUA8desbf7fjVxVyDahtXOddMHdDrvMpVabRR1jKy3FZqg3-MxQSQPiEa2nBL05h=
DN_tb-KtOdsecriFbkXcNAMSRjpp0pQLQtNey-CzykfFmHLmdJPCsCRKh9Bois5hzCEQj7vjvgS=
5RHyzZu-1LV0XjMmx8wCVEOC5zLkZiHCjcq-fLv605FDCDnlw780ppFP4p1s~" target=3D"_s=
elf" data-mce-attributes-count=3D"1" style=3D"text-decoration: underline; c=
olor: #2D3ED8;">The You.com Web Search Eval Harness: Benchmark Any Web Sear=
ch Provider Yourself.</a>&nbsp;Eddy Nassif, Senior Applied Scientist, intro=
duces the new open-source evaluation framework that runs four popular bench=
marks, providing a reliable starting point for evaluating Web Search API ve=
ndors.</li>=0A<li aria-level=3D"1" style=3D"Margin:0 0 8px 0">=0A<a href=3D=
"https://clicks.you.com/f/a/2iGGRbhD6buS3bWkDc1vDA~~/AAQRxRA~/YSwVWqMwmNyRl=
E2NIFweuBh0QmyLLrIszOroDpH_49U-_Uy9YpuYMoSUwNsR8ILC73a4971SIoh6xswbP7erIOkK=
UmyzY3Qd5nVeQEQsp-uxTZJgDl0KYHJdhmmsuRrQW_OaRWVQtSs22A2n9XBwwmv_oG2HewvWzLm=
fLcksWZgjCcrOAkAck-DJ03j6GThYI-oC1u0fm5PW877KdkE5QxtB1afvmowaDX6vwnsifzD0OR=
jxKA0_Nqlc-y3qwTTYSiGS4NztIvPs7jMb6s-dQyPublMjs7BHdDzqL48f55_AfHbQN6mllnhmP=
ZHexPXITswj7QXty5C-2owyYr1IfxQ5CJb-kIbCWr0nzs-OxVM~" target=3D"_self" data-=
mce-attributes-count=3D"1" style=3D"text-decoration: underline; color: #2D3=
ED8;">Extreme Single-Agent Inference Scaling for Agentic Search: Achieving =
SOTA on DeepSearchQA</a>. Abel Lim, Senior Research Engineer, explains how =
You.com=E2=80=99s single-agent, budget-aware harness for agentic search sca=
les inference to 10M tokens and 1,000 turns, achieving state-of-the-art res=
ults on the DeepSearchQA benchmark.</li>=0A<li aria-level=3D"1" style=3D"Ma=
rgin:0 0 8px 0">=0A<a href=3D"https://clicks.you.com/f/a/dF3DEQFPOH6XdzRiCu=
_Qeg~~/AAQRxRA~/bR1iIk6_vL4K_kwR4IuCQyRok4AF8Q-ifx2yH6Z1ddWvRBVIvt3U5pFV2LS=
tYRw4yB5K34VTu9vxVFWKEZoHHMcGEcwzLtnPciGuveWMQhJCvvx-_gnrY4F1hAY0gx1gGHiVuJ=
oRfACXSBN-oXeYK-WgIyV2nD7x_gwmKOzjRvzuMu1DGJVdcAKzOhAoL9477AGzqTiPRynYFotwC=
OlVek4LEJceMnYpT4whEWfFKlHKDv-tnPeVS8SkLhgYkqXR6rnquJ4p_rHrry0MVNP8CM6QWx-W=
KG3VHG6cbrWOIRAIdJeAqiVUKRvFx--Gem01ewsdBIChRDSpsJD7N6fZxSw968KkF48tiI9JnT3=
NEmZ_8RHDzWsPbT84RDgouZpA" target=3D"_self" data-mce-attributes-count=3D"1"=
 style=3D"text-decoration: underline; color: #2D3ED8;">Best Web Search APIs=
 for AI Agents: What to Test Before You Commit.</a> Brian Sparker, You.com =
Staff Product Manager, compares leading web search APIs for AI agents and e=
xplains how to evaluate them, so teams can choose the right search infrastr=
ucture for their agent architectures.</li>=0A</ul></div>=0A</td></tr></tabl=
e>=0A<table class=3D"heading_block block-27" width=3D"100%" border=3D"0" ce=
llpadding=3D"0" cellspacing=3D"0" role=3D"presentation" style=3D"mso-table-=
lspace:0;mso-table-rspace:0"><tr><td class=3D"pad" style=3D"width:100%;padd=
ing-top:10px;padding-left:24px;padding-right:24px" align=3D"center"><h2 sty=
le=3D"margin:0;color:#000;direction:ltr;font-family:Arial,Verdana,Sans-seri=
f;font-size:18px;font-weight:700;letter-spacing:normal;line-height:1.2;text=
-align:left;margin-top:0;margin-bottom:0;mso-line-height-alt:22px"><em>Buil=
ding with You.com APIs</em></h2></td></tr></table>=0A<table class=3D"list_b=
lock block-28" width=3D"100%" border=3D"0" cellpadding=3D"0" cellspacing=3D=
"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table-rspace:0;wo=
rd-break:break-word;color:#000;direction:ltr;font-family:Arial,Verdana,Sans=
-serif;font-size:16px;font-weight:400;letter-spacing:0;line-height:1.5;text=
-align:left;mso-line-height-alt:24px"><tr><td class=3D"pad" style=3D"paddin=
g-bottom:7px;padding-left:49px;padding-right:24px"><div style=3D"margin-lef=
t:-20px"><ul start=3D"1" style=3D"margin-top:0;margin-bottom:0;list-style-t=
ype:revert">=0A<li aria-level=3D"1" style=3D"Margin:0 0 8px 0">=0A<a href=
=3D"https://clicks.you.com/f/a/2-GgJSr94AOIzVXC1oIoGw~~/AAQRxRA~/DzYpEApVdI=
fBAINzy2LGPFkirt38aQB4MOX5tC1Q6LrUdrnOC6BlJ2gltMt1ks-1mMqPjnm9AsZn6-hbdf4tY=
PeaWQQCHGMl_akZnIQ3z1AA3wgDiohivbR967RExagW_BW8_K-HOKDw7rAAWFSa3b2eEzVXhtcL=
HO3eRNGO5fXqJL0kYUTvkuWRZa_CnbHYWM16eL9xRs3iWzJoenWkcj7dQV7IsUxodR75WUuxnD8=
40lCZQFVmNBDvBcw8zCkyWE2DUtTunf5R4l8tAC1uWbwN5TV7diaEqkqRwLMql7SzOS_K7bTQ67=
FSj_Ft3IeznmwEre7ArdIjGjqkiWAT0GcDCy7MTyl3undfHsOtGpTGMCO3R3kprtBpVkOdfsOWS=
54-a5sWnncYF-i7ECPSRw~~" target=3D"_self" data-mce-attributes-count=3D"1" s=
tyle=3D"text-decoration: underline; color: #2D3ED8;">The AI Governance Prob=
lem: Why Web Search APIs Are the Missing Layer. </a>Effective AI governance=
 is fundamentally an infrastructure problem. Web search APIs are the critic=
al retrieval layer that lets organizations control, trace, and ground AI sy=
stems in real-time, in governed information.</li>=0A<li aria-level=3D"1" st=
yle=3D"Margin:0 0 8px 0">=0A<a href=3D"https://clicks.you.com/f/a/EtkYyC84T=
PaJGr6TCWv-7w~~/AAQRxRA~/bk52k8sUvXmtlMVplao7anSD1t-UVaR-_L-GByuEUm2XqP2kB-=
aNBoVi6XKb7_CZtqeZxW0hwgS1ucauatgcvkTi0PBSj2qIPsnNQZM3A0UcUI6tfWt0LcZaqq8Ah=
CYbUar75LTLx40IhiImn7ym6g8c_uApSichyiB4C0_eTmuB0uZPGJoD9jcA6EyPs1AGS4m5_qIu=
fHyiVOERGIAn5V9GQ5MMbYHL2puwYJWValGM6Sa1PnZjFTxkV38MAegdKUGI0UuOA3cy9uYu1YI=
EX3HzCRkAW0i9Eanvq2UboT_fh3yvk8xh4lB_--Myc5dBCIstkrHqFRKd4EB63yxWgXJRaswgzj=
QFNQ7I813bCqsGGl2hktsxNoiLpO9ivadwaM0BQSmwJrNbXBgI-EmPfQ~~" target=3D"_self=
" data-mce-attributes-count=3D"1" style=3D"text-decoration: underline; colo=
r: #2D3ED8;">Get the Guide: Why API Latency Alone Is a Misleading Metric.</=
a> Brooke Grief, Head of Content, explains why headline API latency metrics=
 are misleading for real-world decisions.</li>=0A<li aria-level=3D"1" style=
=3D"Margin:0 0 8px 0">=0A<a href=3D"https://clicks.you.com/f/a/gVw6ctP7cDWp=
m36QRIrgOw~~/AAQRxRA~/bk52k8sUvXmtlMVplao7anSD1t-UVaR-_L-GByuEUm2fC-u55bSJi=
tG2JPdNGpe0UkdYY1wB1SwFmuXmMhwhTk4Ox99wnzjiiMB_e8zErdZJXbtRIj-JfdtLCpli_Asr=
ObamWpyODcDhXDx90_uNUUr2x4MId6foi9b2LVUzp1yglw1cWxCFtZiakijBwLQHwkVB6_1keD_=
njkeozDa6Tf7CUz0Rj-h0oZMBD8cH6E5ot_fKcGrai5k2rjyuXQDSL7efC2xrYS-itOsjglMY0R=
D2FxigSavL3GybliTaeirwi6w3FiMjex9jQAA13RaEJJFmd9YxwWFQ--0JknkPMhT6TEv7VemLu=
e7JW1r7F5YQczC1hCQBTHrEU5_r2aW5fXyuZgC2WviR-turPM8HwQ~~" target=3D"_self" d=
ata-mce-attributes-count=3D"1" style=3D"text-decoration: underline; color: =
#2D3ED8;">Building a Recursive Agent-Improvement Pipeline.</a> Patrick Dono=
hoe, AI Engineer, describes how You.com built a recursive improvement pipel=
ine for its equity research agent, so the agent can iteratively upgrade its=
 own performance over time.</li>=0A</ul></div></td></tr></table>=0A<table c=
lass=3D"divider_block block-29" width=3D"100%" border=3D"0" cellpadding=3D"=
10" cellspacing=3D"0" role=3D"presentation" style=3D"mso-table-lspace:0;mso=
-table-rspace:0"><tr><td class=3D"pad" align=3D"center"><table border=3D"0"=
 cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" width=3D"95%" st=
yle=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"divider_inne=
r" style=3D"font-size:1px;line-height:1px;border-top:1px solid #d3deff"><sp=
an style=3D"word-break: break-word;">=E2=80=8A</span></td></tr></table></td=
></tr></table>=0A<table class=3D"heading_block block-30" width=3D"100%" bor=
der=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" style=
=3D"mso-table-lspace:0;mso-table-rspace:0"><tr><td class=3D"pad" style=3D"w=
idth:100%;padding-top:10px;padding-left:24px;padding-right:24px" align=3D"c=
enter"><h1 style=3D"margin:0;color:#5566e1;direction:ltr;font-family:Sans-s=
erif;font-size:21px;font-weight:700;letter-spacing:normal;line-height:1.2;t=
ext-align:left;margin-top:0;margin-bottom:0;mso-line-height-alt:25px">Sugge=
stions &amp; Feedback</h1></td></tr></table>=0A<table class=3D"paragraph_bl=
ock block-31" width=3D"100%" border=3D"0" cellpadding=3D"0" cellspacing=3D"=
0" role=3D"presentation" style=3D"mso-table-lspace:0;mso-table-rspace:0;wor=
d-break:break-word"><tr><td class=3D"pad" style=3D"padding-top:5px;padding-=
bottom:7px;padding-left:24px;padding-right:24px"><div style=3D"color:#12162=
7;direction:ltr;font-family:Arial,Verdana,Sans-serif;font-size:16px;font-we=
ight:400;letter-spacing:0;line-height:1.5;text-align:left;mso-line-height-a=
lt:24px"><p style=3D"margin:0">=0AWe=E2=80=99d love to hear from you!</p></=
div></td></tr></table>=0A<table class=3D"list_block block-32" width=3D"100%=
" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation" st=
yle=3D"mso-table-lspace:0;mso-table-rspace:0;word-break:break-word;color:#0=
00;direction:ltr;font-family:Arial,Verdana,Sans-serif;font-size:16px;font-w=
eight:400;letter-spacing:0;line-height:1.5;text-align:left;mso-line-height-=
alt:24px"><tr><td class=3D"pad" style=3D"padding-bottom:7px;padding-left:49=
px;padding-right:24px"><div style=3D"margin-left:-20px"><ul start=3D"1" sty=
le=3D"margin-top:0;margin-bottom:0;list-style-type:revert">=0A<li aria-leve=
l=3D"1" style=3D"Margin:0 0 8px 0">Have a feature request, integration idea=
, or use case=3F Drop it in Discord (<a href=3D"https://clicks.you.com/f/a/=
CTo_6ScnI8iNq9WLP0TuBw~~/AAQRxRA~/KKgdCRW15klNBxIQ_Ug6ZV77-mqJf_0O2okJ5Wqbk=
mN_yv4fetNk34FdMbhvxJjOC13HPjKP-6PgKBtnCvdkSbXS0nJJ6Y35POuCPv7a-Y4OEeX_JNZ1=
PWM2xMYhUE7i-wrDlf9Rou0lipbN0nCZcGl-Ixp41rOYptY31qGWhcAmoM1f7Mw6LWAv9gaPbhC=
TzAVEd6R7LGqdewhlXPzacj27T_no6px5ElhVfHF1NU4~" style=3D"text-decoration: un=
derline; color: #2D3ED8;">#feature-requests</a>). Your input shapes what we=
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