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BillionToOne Launches Unity Confirm™: A category-defining test that bridges the gap between screening and invasive diagnostics

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A breakthrough in prenatal care, Unity Confirm enables non-invasive confirmation for high-risk screening results through the capture of intact circulating fetal cells using BillionToOne’s Fetal Cell Capture™ Technology

MENLO PARK, Calif., May 1, 2026 /PRNewswire/ — For more than two decades, the ultimate quest for scientists and clinicians studying prenatal genetics was the capture of an intact fetal cell non-invasively so that its fetal DNA could be directly analyzed. While cell-free DNA has revolutionized prenatal genetics, it left an uncertainty—a gap between screening and invasive diagnostics, for patients who cannot, or choose not to, access invasive diagnostics. Today, BillionToOne, Inc. (Nasdaq: BLLN), a next-generation molecular diagnostics company with a mission to create powerful and accurate tests that are accessible to all, announced the launch of Unity Confirm™, a circulating fetal cell-based, non-invasive confirmation test, designed to address this need from a simple maternal blood draw.

Since its introduction in the early 2010s, non-invasive prenatal testing (NIPT) has become the standard of care for screening for fetal aneuploidies. However, when screening returns a high-risk result, clinical guidelines recommend diagnostic confirmation via chorionic villus sampling (CVS) or amniocentesis. These invasive procedures carry a small but real risk of pregnancy loss, and are increasingly difficult to access. The majority of patients decline, leaving clinicians and families without the information needed to guide next steps, and widening gaps in inequitable care.

While cell-based prenatal genetics has been studied since before the advent of cell-free DNA tests, the scientific barrier has long been the rarity and fragility of fetal cells in maternal circulation. Presenting at fewer than one cell per milliliter of blood and nearly indistinguishable from millions of surrounding maternal cells, intact circulating fetal cells have been too difficult to isolate in an accessible way for clinical use. The cell-based approaches were previously studied across multiple independent publications1 in more than 1,500 patients, consistently demonstrating that when a fetal cell is captured and sequenced, it provides an accurate result that has extremely high concordance with invasive diagnostic testing. However, these methodologies have stayed too academic, expensive, and inaccessible.

Unity Confirm addresses this directly. Available for all patients who use UNITY Aneuploidy for their front-line screen*, BillionToOne’s Fetal Cell Capture™ technology, a multi-step immunological enrichment and single cell isolation process, isolates intact circulating fetal cells, effectively providing 100% fetal fraction2, and performs whole genome sequencing on each individual cell. By analyzing the direct fetal cells rather than fragmentary cfDNA, similar to invasive procedures, Unity Confirm delivers rapid CVS-like insights3 non-invasively, from a single blood draw.

“For years, the idea of capturing whole fetal cells non-invasively was largely viewed as an elusive holy grail, something theoretically possible but practically out of reach,” said Oguzhan Atay, PhD, Co-founder and CEO of BillionToOne. “Unity Confirm is proof that it does not have to be. For the first time, a clinician can confirm a high-risk prenatal result non-invasively, with a level of accuracy the field has never before seen outside of an invasive procedure. For the first time, this technology is broadly accessible.”

“A high-risk NIPT result does not give you a diagnosis. It gives you a decision to make under enormous stress, often without enough information,” said Haywood Brown, MD, Chief Medical Officer, Prenatal, BillionToOne. “For too long, the options were limited: forgo confirmation, or undergo an invasive procedure with a small but real risk. What makes Unity Confirm truly different is not just the science; it is that this capability is now clinically accessible. That’s not an incremental improvement. That is a fundamentally different standard of care.”

In BillionToOne’s own clinical validation, Unity Confirm demonstrated 100% concordance with known fetal outcomes and invasive diagnostic results across 16 of 16 samples, including affected fetuses for common aneuploidies and 22q11.2 microdeletion. The clinical data supporting Unity Confirm will be presented at ACOG 2026 in Washington, D.C., presenting the science behind the technology to the broader OB/GYN community for the first time. Beginning on May 28, providers using Unity Aneuploidy™ Screen will have access to Unity Confirm following a high-risk result. To further validate performance at scale, BillionToOne is now enrolling in the largest prospective study of a fetal cell-based confirmation assay with invasive diagnostic outcomes, targeting enrollment of 1,000 patients and measuring concordance to invasive diagnostic testing.

*Unity Confirm is intended for patients who cannot, or choose not to, pursue invasive diagnostic testing following a high-risk Unity Aneuploidy Screen result before 16 weeks of gestation. Available for Trisomy 21 (Down syndrome), Trisomy 18, Trisomy 13, 22q11.2 microdeletion, XXY, XYY, and XXX aneuploidies. Requires Unity Aneuploidy Screen as the frontline screen for the pregnancy.

Sources

1Hatt, Lotte, et al. “A new marker set that identifies fetal cells in maternal circulation with high specificity.” Prenatal Diagnosis 34.11 (2014): 1066-1072.; Stampalija, T., et al. “Single-cell-based non-invasive screening for fetal pathogenic microimbalances using maternal blood: comparison with invasive prenatal diagnosis.” Ultrasound in Obstetrics & Gynecology (2026).; Weymaere, Jana, et al. “Enrichment of circulating trophoblasts from maternal blood using filtration-based Metacell® technology.” Plos one 17.7 (2022):e0271226.; Jeppesen, Line Dahl, et al. “Screening for Fetal Aneuploidy and Sex Chromosomal Anomalies in a Pregnant Woman with Mosaicism for Turner Syndrome—Applications and Advantages of Cell-Based NIPT.” Frontiers in Genetics 12 (2021): 741752.; Bellair, Michelle, et al. “Noninvasive single-cell-based prenatal genetic testing: A proof of concept clinical study.” Prenatal Diagnosis 44.3 (2024):304-316.; Chakchouk, Imen, and Ignatia B. Van den Veyver. “Whole-Genome Amplification on Single Circulating Trophoblast Cell.” Whole Genome Amplification: Methods and Protocols. New York, NY: Springer US, 2026. 11-23.; Zhuo, Xinming, et al. “Use of amplicon-based sequencing for testing fetal identity and monogenic traits with Single Circulating Trophoblast (SCT) as one form of cell-based NIPT.” PLoSOne 16.4 (2021): e0249695.

2In rare instances, results may rely on a single cell that is co-sequenced with 1-2 maternal cells, which may reduce fetal fraction to 50% or 33%. When this occurs, the report clearly indicates this limitation.

3Unity Confirm and rapid CVS both analyze fetal-derived trophoblast cells. Unity Confirm isolates individual cells via whole genome sequencing (WGS), which is performed on each cell separately, whereas rapid CVS is often performed via FISH. While rapid CVS may analyze more cells, WGS generates more data per cell. In both rapid CVS and fetal cell capture, mosaicism cannot be excluded. Unity Confirm may have false-positive and false-negative results. Results are not a guaranty. Important medical decisions should not rely on UnityConfirm test results alone. Clinical correlation is necessary. Unity Confirm is a laboratory-developed test performed in a CLIA-certified and CAP-accredited laboratory. It is not an FDA-approved or FDA-cleared diagnostic test. Test performance may vary based on gestational age and other factors.

Forward-Looking Statements
This press release contains certain forward-looking statements within the meaning of federal securities laws. These forward-looking statements generally are identified by the words “believe,” “project,” “expect,” “anticipate,” “estimate,” “intend,” “strategy,” “future,” “opportunity,” “plan,” “may,” “should,” “will,” “would,” “will be,” “will continue,” “will likely result,” and similar expressions. Forward-looking statements are predictions, projections and other statements about future events that are based on current expectations and assumptions and, as a result, are subject to risks and uncertainties. Forward-looking statements in this press release include, but are not limited to, statements regarding the clinical effectiveness of Unity Confirm. These statements are based on management’s current expectations, forecasts and assumptions, and actual outcomes and results could differ materially from these statements due to a number of factors, some of which are beyond BillionToOne’s control. These and additional risks and uncertainties could affect BillionToOne’s financial and operating results and cause actual results to differ materially from those indicated by the forward-looking statements made in this press release. These risks and uncertainties include, but are not limited to, the risk that Unity Confirm is not clinically effective and not  adopted by healthcare professionals and those discussed under the captions “Risk Factors” and “Management’s Discussion and Analysis of Financial Condition and Results of Operation” and elsewhere in BillionToOne’s most recently filed Annual Report on Form 10-K, and other filings we make with the Securities and Exchange Commission from time to time. The forward-looking statements in this press release are based on information available to BillionToOne as of the date hereof, and BillionToOne disclaims any obligation to update any forward-looking statements provided to reflect any change in its expectations or any change in events, conditions, or circumstances on which any such statement is based, except as required by law. These forward-looking statements should not be relied upon as representing BillionToOne’s views as of any date subsequent to the date of this press release.

About BillionToOne
Headquartered in Menlo Park, California, BillionToOne is a next-generation molecular diagnostics company with a mission to create powerful and accurate tests that are accessible to all. The company’s patented Quantitative Counting Templates™ (QCT™) molecular counting platform is the only multiplex technology that can accurately count DNA molecules at the single-molecule level. For more information, visit www.billiontoone.com.

Media Contact
billiontoone@moxiegrouppr.com

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SOURCE BillionToOne

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ACEC California Awards More Than $100,000 in Scholarships to Engineering and Land Surveying Students

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SACRAMENTO, Calif., May 4, 2026 /PRNewswire/ — The American Council of Engineering Companies of California (ACEC California) has announced the recipients of its 2026 Scholarship Program, awarding a total of $102,500 to 14 students, including six graduate students and eight undergraduates, pursuing degrees in engineering and land surveying at colleges and universities throughout California.

Administered by the ACEC California Scholarship Foundation, the annual program supports accomplished undergraduate and graduate students preparing for careers in engineering and land surveying. In addition to scholarships awarded by ACEC California, students may also receive accompanying funds through the ACEC national organization and local ACEC California chapters.

“I commend the American Council of Engineering Companies of California for its investment in students that helps strengthen California’s infrastructure and engineering workforce,” said Senator Dave Cortese (D-San Jose). “These scholarships expand access to the education and training needed for students to pursue meaningful careers in engineering and land surveying related fields. California’s future depends on a strong pipeline of skilled professionals, and programs like this ensure our communities will benefit from their expertise for decades to come. I commend San Jose State University student, and Senate District 15 resident, Thao Huynh, along with all recipients of this prestigious scholarship program.”

The 2026 scholarship recipients reflect a strong combination of academic achievement and real‑world experience, pairing rigorous coursework with internships, professional employment, applied research and leadership roles in student and industry organizations. The group also represents the diverse pathways into today’s engineering and land surveying professions, including first‑generation college students, veterans, and professionals returning to school to advance their careers.

“ACEC California is honored to recognize these exceptional students who represent the future of our industry,” said Tyler Munzing, executive director of ACEC California. “As our state continues to prioritize the modernization of our critical infrastructure, investing in the next generation of engineers and land surveyors has never been more vital. We are proud to support these dedicated individuals as they prepare to lead California toward a more innovative and efficient future.”

More than 150 applications were reviewed by the ACEC California Scholarship Foundation’s volunteer Board of Trustees, chaired by Chris Diaz of Diaz•Yourman & Associates. Trustees include Donald Blackburn of Blackburn Consulting; Jeff Gavazza of KPFF Consulting Engineers; Michael Jaeger of Tanner Pacific; Henry Liang of MKN, an Ardurra Company; Jane Rozga of GHD; and Aundrea Tirapelle of Psomas.

Scholarship funds will be distributed to recipients at the beginning of the fall 2026 semester.

2026-27 Scholarship Foundation Award Recipients

Todd Allen-Gifford, Stanford University, pursuing a master’s in structural engineering and construction engineering.Owen Daulton, Loyola Marymount University, pursuing a master’s in mechanical engineering.Thao Huynh, San Jose State University, pursuing a bachelor’s in software engineering.Caden Kakoschke, California State University, Long Beach, pursuing a bachelor’s in mechanical engineering and naval architecture and marine engineering.Gaurav Kumar, University of California, Los Angeles, pursuing a bachelor’s in computer engineering.Grace Murphy, California Polytechnic State University, San Luis Obispo, pursuing a bachelor’s in mechanical engineering.Carlos Navea, San Diego State University, pursuing a master’s in civil engineering and structural engineering.Ryan Nguyen, California Polytechnic State University, Pomona, pursuing a master’s in civil engineering.Jacey Niiya, Stanford University, pursuing a master’s in structural engineering.Peter Otoshi, California Polytechnic State University, Pomona, pursuing a bachelor’s in civil engineering.Emily Petersen, California State University, Fresno, pursuing a bachelor’s in surveying and geomatics engineering technology.Paisley Tabor, Stanford University, pursuing a bachelor’s in mechanical engineering.Victor Vega, University of the Pacific, pursuing a bachelor’s in civil engineering and structural engineering.Zenia Zipp, California State University, Fresno, pursuing a master’s in civil engineering and surveying and geomatics engineering.

Learn more about the ACEC California Scholarship Foundation program and the awarded students at www.acec-ca.org/scholarship.

ACEC California represents over 1,000 engineering and land surveying firm offices and nearly 25,000 professionals who are involved in all aspects of the design, construction, and repair of California’s residential, commercial, industrial, and public works infrastructure.

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SOURCE American Council of Engineering Companies, California

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HDT Conducts Hunter WOLF Training with 10th Mountain Division

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Second training event in one month highlights continued Army engagement, evaluation

FREDERICKSBURG, Va., May 4, 2026 /PRNewswire/ — HDT Robotics is conducting a new round of training and evaluation activities with Hunter WOLF unmanned ground vehicles (UGVs) at Fort Polk, Louisiana, with soldiers from the U.S. Army’s 10th Mountain Division.

The Hunter WOLF is a robotic multi-mission unmanned ground vehicle designed to reduce workload, extend operational duration, and keep soldiers in the field longer, with less fatigue and at safer distances. Built specifically for military operations, it delivers mobility, payload, and power in a compact system, engineered to perform in demanding environments where commercial vehicles fail.  

“The Hunter WOLF is a proven platform that’s ready to support operations today. It’s not a concept still in development like other options,” said Tom Van Doren, President, Robotics Sector at HDT Robotics. “Training directly with units like the 10th Mountain Division ensures the system continues to meet operational requirements and provides a dependable solution the military can confidently deploy.”

The training event will provide hands-on experience for soldiers in one of the Army’s elite light infantry units, known for rapid deployment and operations in complex, extreme environments, including mountainous and cold-weather conditions. During the event, soldiers will operate and evaluate the Hunter WOLF in real-world scenarios, gaining experience in system operation, mission integration, and sustainment across a range of mission tasks.

“Training events like this show how adaptable the Hunter WOLF’s modular design is across different mission requirements,” said John Conway, VP of Business Development, Robotics at HDT Robotics. “Soldiers are able to configure it quickly and apply it to operational tasks without adding complexity.”

During training, soldiers will operate Hunter WOLF vehicles configured for communications, sustainment, support, and employment of equipment normally too heavy for dismounted units to transport, such as loitering munitions. These configurations include:

Two Vehicle-mounted Tactical Radios (AN/VRC-158)Five Universal Battery Chargers (UBC)60-gallon Water Purification SystemsCasualty Evacuation (CASEVAC)15kW Mobile Power Export (120/240VAC inverter offload)Extended Cargo Rails for Equipment Transport

The training marks the second Hunter WOLF event conducted with the Army in the past month, reinforcing HDT’s commitment to delivering proven, field-ready robotic platforms that enhance operations while prioritizing soldier safety.

About HDT Robotics: HDT develops rugged, modular robotic systems to perform tasks in hazardous and demanding environments. Building on a legacy of advanced government and industrial robotics development, the company engineers precision manipulators and mobile platforms that reduce personnel risk while enabling critical operations in expeditionary, contaminated, or unsafe environments. For more information, visit HDTHunterWOLF.com.

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Roomba Pioneer Colin Angle Unveils New Venture, Familiar Machines & Magic, Introducing a New Platform for Consumer Physical AI

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After building iRobot into a multi-billion-dollar business and architecting the global consumer robotics industry, Angle launches a new company to build emotionally intelligent robots designed for trust, interaction, and long-term connection.

BOSTON, May 4, 2026 /PRNewswire/ — More than two decades after introducing the Roomba and helping define consumer robotics, Colin Angle is returning with a more ambitious vision: Artificial Life. On stage today at The Wall Street Journal’s Future of Everything conference, Angle unveiled Familiar Machines & Magic, bringing the company out of stealth and introducing Familiars – physically embodied AI systems designed to perceive, adapt, and interact with people in ways that feel natural and consistent.

“The next era of robotics is not just about dexterity or humanoid form – it’s about machines that can build and sustain human connection,” said Colin Angle, cofounder and CEO of Familiar Machines & Magic. “Today, we’re emerging from stealth to share our vision for systems that move beyond task execution and become a natural part of daily life.”

FM&M uses the term “Familiars” to describe emotionally intelligent, physically embodied AI systems that perceive their environment, develop a distinct personality, and respond in ways that learn and evolve through life with the people around them.

Physical AI’s Next Frontier: From Capability to Human Connection
The global race to build Physical AI is on. From humanoid robots promising factory labor to autonomous systems reshaping logistics, tens of billions of dollars are flowing into machines designed to move, lift, sort, and transport. But this is only half the opportunity – the back-end, industrial physical AI opportunity. The other half is consumer-facing, for all of the use cases where robots will interact with humans, and it requires a fundamentally different approach.

Consumer Physical AI demands human connection – the ability to not just perform physical tasks, but to understand, communicate, and respond in ways that feel intuitive and supportive. This opportunity extends across daily life – anywhere people and machines intersect – not just within the home.

Consumer Physical AI outperforms screens in these types of emotional work because people respond more strongly to physical presence. While chatbots are widely used for emotional support, they are often less effective and beneficial for their users.

FM&M is focused on developing Consumer Physical AI systems that deliver this kind of interaction at scale by building Familiars.

The company’s leadership team has already brought consumer robotics to global scale. As leaders behind the Roomba platform at iRobot, they deployed more than fifty million robots into homes worldwide, turning a once-experimental category into a household technology. FM&M also brings together talent from Disney Research, MIT, Amazon, Boston Dynamics, Bose, and Sonos, applying deep experience in robotics, AI, and human-machine interaction to this next frontier.

Bringing Familiars to Life: Meet the First Familiar
During a live conversation with Wall Street Journal Technology columnist Christopher Mims at Future of Everything, Angle introduced the first Familiar – the inaugural system powered by FM&M’s Consumer Physical AI platform.

“iRobot proved that robots could deliver value at scale,” Angle said. “But they were still task machines. My goal has always been to create systems that understand context, remember interactions, and behave with consistency over time. That’s what we’re doing at Familiar Machines & Magic.”

A Familiar is purpose-built for social interaction rather than industrial performance. Its hardware and AI architecture are optimized for expressive, whole-body movement that communicates attention, awareness, and intent without relying on a screen.

The first Familiar is a quadruped, specifically designed for human-robot interaction, with 23 degrees of freedom enabling both lifelike movement and expressive behaviors. The Familiar is covered with a custom touch-sensitive coat, a vision system, and a microphone array and audio system, to support rich interactions. Its onboard edge AI stack is powered by a custom small multimodal model optimized for social reasoning, combining vision, audio, language, and memory to create socially responsive behaviors in real time.

Unlike humanoid robots designed to replicate human form for industrial uses, the Familiar is intentionally designed to be approachable and expressive, with a form factor optimized for interaction in everyday environments. It integrates context, memory, and adaptive behavior to create a consistent presence over time. Familiars are optimized for interaction, for presence, and for everyday use.

Today’s reveal marks FM&M’s emergence from stealth, not a commercial product launch. Specific applications, form factors, and timelines will be shared in future updates.

The Path Forward: The First to Scale Physical AI
The Consumer Physical AI market will not be won by the most impressive demo – but by the system people choose to live with. Familiar Machines & Magic is building a Physical AI platform focused on real-world deployment, measurable value, and responsible scaling.

Unlike cloud-dependent AI systems that rely on continuous data streaming, FM&M’s architecture prioritizes on-device, edge AI to reduce latency and strengthen privacy. The company has also established clear data governance guardrails as it develops systems designed for daily life.

By focusing on systems that can scale broadly, FM&M is building a platform that improves through real-world use rather than speculative demonstrations.

Follow the Journey
Familiar Machines & Magic will share updates, research, and progress as it develops its Familiars platform; this is just the beginning. If you’re curious what life with a Familiar could look like, sign up at familiarmachines.com or follow FM&M on LinkedIn and X.

About Familiar Machines & Magic
Familiar Machines & Magic is pioneering Consumer Physical AI, beginning with Familiars – physically embodied AI systems designed to form long-term, emotionally intelligent relationships with people. The company’s mission is to create artificial life to build a more caring world.

Founded by Colin Angle, cofounder and former CEO of iRobot, FM&M builds on more than three decades of consumer robotics experience. Angle is joined by cofounders Ira Renfrew, Chief People and Product Officer (C2PO), and Dr. Chris Jones, Chief Research and Development Officer (CRDO) – veteran robotics and AI leaders with experience spanning iRobot, Amazon, and other global consumer technology platforms.

Collectively, the founding team has deployed over 50 million consumer robots worldwide and led advances in navigation, machine learning, and human-robot interaction. The broader team brings additional expertise from institutions including Disney Research, MIT, Boston Dynamics, and USC.

With offices in Boston, LA, and Hong Kong, Familiar Machines & Magic is building a long-term platform for Artificial Life in partnership with leading researchers, engineers, and strategic collaborators.

For more information, visit: familiarmachines.com.

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SOURCE Familiar Machines & Magic

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