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IMPA

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uuid000efsk

Namestring
IMPA
Legal namestring
Instituto de Matemática Pura e Aplicada
Websiteurl
impa.br
Company typeenum
Private
Founded yearint
1952
Descriptiontext

IMPA (Instituto de Matemática Pura e Aplicada) is a Brazilian non-profit mathematics research and teaching institute founded in 1952 and headquartered in Rio de Janeiro's Jardim Botânico neighborhood. Formally constituted as a Social Organization (Organização Social), it is linked to Brazil's Ministry of Science, Technology and Innovation (MCTI) and the Ministry of Education (MEC), and operates its core academic programs — Master's and Doctorate degrees, postdoctoral fellowships, and the IMPA Tech undergraduate program — alongside a portfolio of K-12 outreach and teacher training initiatives. Its educational portfolio spans the Brazilian Mathematical Olympiad of Public Schools (OBMEP), now in its 21st edition and described as the world's largest school-level mathematics competition; OBMEP MIRIM, an elementary-school spinoff in its 5th edition; PROLÍMPICO, an olympiad preparation program; and PAPMEM, a high-school teacher training program active for over 30 years.

The institute's technical base is a faculty of approximately 40 distinguished researchers covering algebraic geometry, dynamical systems, partial differential equations, probability, optimization, computer graphics, and mathematical physics — a research lineup that has produced a Fields Medalist (Artur Ávila). Supporting infrastructure includes a video archive exceeding 10,000 recorded lectures and courses broadcast live on YouTube, the Editora IMPA publishing house producing mathematics textbooks, and a virtual store distributing IMPA products nationally. IMPA runs two annual event cycles: scientific conferences (Brazilian Mathematical Colloquium, ICM 2018 hosted) and dissemination events (FestMat public festival).

IMPA's business model is fundamentally a publicly funded non-profit. Primary revenue flows from federal government allocations via MCTI and MEC, supplemented by research-funder partnerships with CNPq through the Institutional Training Program (PCI). Select revenue diversification exists via the Loja Virtual retail channel and the publishing house, but these are minor relative to government transfers. The institute has no venture capital investors, no parent company, no subsidiaries, and no disclosed M&A activity, consistent with its status as a public Social Organization.

Short descriptiontext

IMPA is a Brazilian non-profit mathematics research institute in Rio de Janeiro that delivers graduate and undergraduate programs, runs the world's largest school-level mathematics olympiad (OBMEP), and trains K-12 teachers. It operates as a government-linked Social Organization funded primarily by Brazil's MCTI and MEC.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
101–250
akta.pro rankint
HeadquartersRio De Janeiro, Brazil
HQ citystring
Rio De Janeiro
HQ countrystring
Brazil
HQ regionstring
Latin America
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
mathematics research institute, graduate mathematics education, mathematics olympiad, teacher training programs, academic publishing
Industry3 codes
1Competition Coaching & Training Programs (AMC/AIME/USAMO/MathCounts)
CodeEDAMAEAAPrimaryYes
2Olympiad-Style Proof & Advanced Topics Programs (Number Theory/Combinatorics/Geometry)
CodeEDAMAEADPrimaryNo
3Advanced STEM & Competition Coaching (MathCounts/AMC/AIME/USAMO, Science Olympiad, Physics/Chem Olympiads)
CodeEDANAKAFPrimaryNo
NAICS code3 codes
  • Exam Preparation and Tutoring611691
  • Colleges, Universities, and Professional Schools61131
  • Educational Services611
Product category
Higher Education and Research
Social media profiles2 records
Revenue model1 record
1Government Funding
TypeSubscription Recurring
Description

IMPA is a non-profit teaching and research association qualified as a Social Organization, linked to the Ministry of Science, Technology and Innovation (MCTI) and Ministry of Education (MEC) of Brazil. Primary funding comes from government allocations.

impa.br
Marketing channels6 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels3 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Personnel, Operations, Technology or R&D, Infrastructure, Marketing or Sales
GTM typeB2C
B2C
Offering typeServices
Services
Brand1 of 8 records shown
1OBMEP
Description

Olimpíada Brasileira de Matemática das Escolas Públicas - The Brazilian Mathematical Olympiad of Public Schools, described as the world's largest school mathematics olympiad.

impa.br:443
+7 more records
Core offering1 text field

IMPA is a non-profit mathematics research and teaching institute that operates graduate and undergraduate programs in mathematics (Master's, Doctorate, and IMPA Tech), runs the OBMEP and OBMEP MIRIM mathematics Olympiads for K-12 students, delivers nationwide teacher professional development through PAPMEM and PROLÍMPICO, publishes mathematical literature via Editora IMPA, and maintains a digital archive of more than 10,000 recorded lectures on YouTube.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 value
  • 684 medalists awarded in 20th anniversary OBMEP ceremony with exchange program to China announced
Product overview1 text field

IMPA (Instituto de Matemática Pura e Aplicada) is a non-profit research and education institution qualified as a Social Organization, operating as a unified portfolio of interconnected academic and dissemination programs rather than a commercial product platform. The core offerings center on graduate education (Master's and Doctorate programs in mathematics) and K-12 mathematics outreach (OBMEP, OBMEP MIRIM, PROLÍMPICO, PAPMEM), supported by knowledge-dissemination infrastructure including an IMPA Publisher, video collection exceeding 10,000 titles, and a virtual store. IMPA Tech provides undergraduate education, completing the formal education pipeline from K-12 through doctoral research. The institution focuses on research, teaching, and innovation in mathematics rather than commercial product development.

Scale indicator5 records

Each record includes

Type, Value, Description, Source

Partnership6 partners
Strategic tierCoreTypeStrategic or Co-development Partner
Description

IMPA is linked to the Ministry of Education (MEC) as part of its status as a Social Organization, receiving government support and oversight for educational activities.

Strategic tierCoreTypeStrategic or Co-development Partner
Description

IMPA is linked to the Ministry of Science, Technology and Innovation (MCTI) as a Social Organization, receiving government funding and participating in national science and technology initiatives.

Strategic tierCoreTypeStrategic or Co-development Partner
Description

IMPA operates its Institutional Training Program (PCI) in partnership with CNPq (National Council for Scientific and Technological Development), Brazil's main research funding agency.

4Brazilian Mathematical Society (SBM)
Strategic tierMinorTypeStrategic or Co-development Partner
Description

IMPA collaborates with the Brazilian Mathematical Society on joint awards including the IMPA-SBM Journalism Award for science communication in mathematics.

impa.br:443
5Educational Institutions Nationwide
Strategic tierCoreTypeStrategic or Co-development Partner
Description

IMPA's PAPMEM program operates in partnership with institutions and professors from all federative units of Brazil, enabling nationwide teacher training.

impa.br:443
Strategic tierMinorTypeStrategic or Co-development Partner
Description

IMPA maintains cooperation agreements with scientific centers in Brazil and abroad, hosting visiting researchers and participating in joint conferences.

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight6 records

Each record includes

Type, Description

Peers10 records
TypeBroad incumbent
Description

Large-scale free online education platform with substantial math content and exercise libraries. Comparable through its YouTube-distributed free long-form video archive, though broader in topic scope and global in reach.

2Institut des Hautes Études Scientifiques (IHES)
TypeDirect peer
Description

French independent math and theoretical physics research institute. Comparable as a small, high-prestige research institution supported primarily by French government funding with visiting researcher programs.

TypeDirect peer
Description

Canadian national math research center hosting thematic programs, graduate schools, and outreach. Comparable as a government-linked, country-level math research institute running parallel program types to IMPA.

TypeDirect peer
Description

Canadian math research institute affiliated with the University of Toronto supporting research, postdoctoral fellows, and outreach events. Comparable in mission and program mix.

TypeDirect peer
Description

Brazilian Ministry of Science-linked research institute operating graduate programs and outreach from Rio de Janeiro. Comparable as a peer Brazilian non-profit Social Organization under MCTI with similar structure and funding model.

TypeDirect peer
Description

Online math training and competition-prep platform popular among math olympiad students. Comparable as a math competition preparation resource serving students who progress through Olympiad pipelines similar to OBMEP/PROLÍMPICO.

TypeDirect peer
Description

Independent math research institution with distinguished faculty and visiting researcher programs. Comparable as one of the world's leading pure mathematics research environments with a model of focused, government and donor-supported scholarship.

TypeDirect peer
Description

Private nonprofit institute promoting mathematical research, hosting conferences, and funding research at multiple universities. Directly comparable as a non-profit math research entity with public-facing programs.

TypeDirect peer
Description

US-based math research institute hosting workshops, programs, and visiting researchers in pure and applied mathematics. Directly comparable as a dedicated mathematics research institute operating programs that convene the international math community.

TypeBroad incumbent
Description

India's national fundamental research institute with a mathematics school offering graduate degrees and postdoctoral programs. Comparable as a country-level government-funded research and graduate education institution, though broader in scope.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses4 records

Each record includes

Headline, Details, Source

Competitive moat4 records

Each record includes

Type, Details

Key risks4 records

Each record includes

Headline, Details, Source

Key highlights6 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Segment3 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile3 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
No
API detail
Has APIbool
No

Docs URL, Description

AI maturity
App detail

Has app

Feature4 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles1 record

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

IMPA

Higher Education and Researchimpa.br

IMPA is a Brazilian non-profit mathematics research institute in Rio de Janeiro that delivers graduate and undergraduate programs, runs the world's largest school-level mathematics olympiad (OBMEP), and trains K-12 teachers. It operates as a government-linked Social Organization funded primarily by Brazil's MCTI and MEC.

What IMPA does

IMPA (Instituto de Matemática Pura e Aplicada) is a Brazilian non-profit mathematics research and teaching institute founded in 1952 and headquartered in Rio de Janeiro's Jardim Botânico neighborhood. Formally constituted as a Social Organization (Organização Social), it is linked to Brazil's Ministry of Science, Technology and Innovation (MCTI) and the Ministry of Education (MEC), and operates its core academic programs — Master's and Doctorate degrees, postdoctoral fellowships, and the IMPA Tech undergraduate program — alongside a portfolio of K-12 outreach and teacher training initiatives. Its educational portfolio spans the Brazilian Mathematical Olympiad of Public Schools (OBMEP), now in its 21st edition and described as the world's largest school-level mathematics competition; OBMEP MIRIM, an elementary-school spinoff in its 5th edition; PROLÍMPICO, an olympiad preparation program; and PAPMEM, a high-school teacher training program active for over 30 years.

The institute's technical base is a faculty of approximately 40 distinguished researchers covering algebraic geometry, dynamical systems, partial differential equations, probability, optimization, computer graphics, and mathematical physics — a research lineup that has produced a Fields Medalist (Artur Ávila). Supporting infrastructure includes a video archive exceeding 10,000 recorded lectures and courses broadcast live on YouTube, the Editora IMPA publishing house producing mathematics textbooks, and a virtual store distributing IMPA products nationally. IMPA runs two annual event cycles: scientific conferences (Brazilian Mathematical Colloquium, ICM 2018 hosted) and dissemination events (FestMat public festival).

IMPA's business model is fundamentally a publicly funded non-profit. Primary revenue flows from federal government allocations via MCTI and MEC, supplemented by research-funder partnerships with CNPq through the Institutional Training Program (PCI). Select revenue diversification exists via the Loja Virtual retail channel and the publishing house, but these are minor relative to government transfers. The institute has no venture capital investors, no parent company, no subsidiaries, and no disclosed M&A activity, consistent with its status as a public Social Organization.

IMPA firmographics

Firmographics
Name
IMPA
Legal name
Instituto de Matemática Pura e Aplicada
Website
https://impa.br
Company type
Private
Founded year
1952
Operating status
Operating
Headcount range
101–250 employees
Short description
IMPA is a Brazilian non-profit mathematics research institute in Rio de Janeiro that delivers graduate and undergraduate programs, runs the world's largest school-level mathematics olympiad (OBMEP), and trains K-12 teachers. It operates as a government-linked Social Organization funded primarily by Brazil's MCTI and MEC.
Ownership category
akta.pro rank

IMPA industry classification

Industry
Product category
Higher Education and Research
NAICS
Exam Preparation and Tutoring (611691), Colleges, Universities, and Professional Schools (61131), Educational Services (611)
akta.pro primary industry
Competition Coaching & Training Programs (AMC/AIME/USAMO/MathCounts) (EDAMAEAA)
akta.pro secondary industries
Olympiad-Style Proof & Advanced Topics Programs (Number Theory/Combinatorics/Geometry) (EDAMAEAD), Advanced STEM & Competition Coaching (MathCounts/AMC/AIME/USAMO, Science Olympiad, Physics/Chem Olympiads) (EDANAKAF)

Keywords

  • Mathematics research institute
  • Graduate mathematics education
  • Mathematics olympiad
  • Teacher training programs
  • Academic publishing

Where IMPA is headquartered

Location

Headquarters

HQ city
Rio De Janeiro
HQ country
Brazil
HQ region
Latin America

Offices1 record

Markets served

IMPA business model

Business model
GTM type
B2C
Offering type
Services
Cost components
Personnel, Operations, Technology or R&D, Infrastructure, Marketing or Sales

Revenue model

  1. Government Funding: IMPA is a non-profit teaching and research association qualified as a Social Organization, linked to the Ministry of Science, Technology and Innovation (MCTI) and Ministry of Education (MEC) of Brazil. Primary funding comes from government allocations.

Distribution channels3 records

Marketing channels6 records

IMPA product offering

Product offering

Core offering

IMPA is a non-profit mathematics research and teaching institute that operates graduate and undergraduate programs in mathematics (Master's, Doctorate, and IMPA Tech), runs the OBMEP and OBMEP MIRIM mathematics Olympiads for K-12 students, delivers nationwide teacher professional development through PAPMEM and PROLÍMPICO, publishes mathematical literature via Editora IMPA, and maintains a digital archive of more than 10,000 recorded lectures on YouTube.

Product overview

IMPA (Instituto de Matemática Pura e Aplicada) is a non-profit research and education institution qualified as a Social Organization, operating as a unified portfolio of interconnected academic and dissemination programs rather than a commercial product platform. The core offerings center on graduate education (Master's and Doctorate programs in mathematics) and K-12 mathematics outreach (OBMEP, OBMEP MIRIM, PROLÍMPICO, PAPMEM), supported by knowledge-dissemination infrastructure including an IMPA Publisher, video collection exceeding 10,000 titles, and a virtual store. IMPA Tech provides undergraduate education, completing the formal education pipeline from K-12 through doctoral research. The institution focuses on research, teaching, and innovation in mathematics rather than commercial product development.

Differentiator

Problem solved

Functional benefit

Brands

  • OBMEP: Olimpíada Brasileira de Matemática das Escolas Públicas - The Brazilian Mathematical Olympiad of Public Schools, described as the world's largest school mathematics olympiad.
  • OBMEP MIRIM
  • IMPA Tech
  • Centro Pi
  • PAPMEM
  • PROLÍMPICO
  • FestMat
  • Prêmio IMPA de Jornalismo

Quantifiable outcome

  • 684 medalists awarded in 20th anniversary OBMEP ceremony with exchange program to China announced

Companies that use IMPA

Customer profile

Segments3 records

Ideal customer profiles3 records

IMPA technology and API

Technology

Technology focussed No

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Feature4 records

IMPA partnerships and signals

Strategic signal

Partnerships

Six partnerships are on record, tiered core and minor.

  • Ministry of Education (MEC)coreStrategic or Co-development PartnerIMPA is linked to the Ministry of Education (MEC) as part of its status as a Social Organization, receiving government support and oversight for educational activities.
  • Ministry of Science, Technology and Innovation (MCTI)coreStrategic or Co-development PartnerIMPA is linked to the Ministry of Science, Technology and Innovation (MCTI) as a Social Organization, receiving government funding and participating in national science and technology initiatives.
  • CNPqcoreStrategic or Co-development PartnerIMPA operates its Institutional Training Program (PCI) in partnership with CNPq (National Council for Scientific and Technological Development), Brazil's main research funding agency.
  • Brazilian Mathematical Society (SBM)minorStrategic or Co-development PartnerIMPA collaborates with the Brazilian Mathematical Society on joint awards including the IMPA-SBM Journalism Award for science communication in mathematics.
  • Educational Institutions NationwidecoreStrategic or Co-development PartnerIMPA's PAPMEM program operates in partnership with institutions and professors from all federative units of Brazil, enabling nationwide teacher training.
  • International Research InstitutionsminorStrategic or Co-development PartnerIMPA maintains cooperation agreements with scientific centers in Brazil and abroad, hosting visiting researchers and participating in joint conferences.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

IMPA competitors and assessment

Company assessment

Broad incumbents

  • Khan Academy: Large-scale free online education platform with substantial math content and exercise libraries. Comparable through its YouTube-distributed free long-form video archive, though broader in topic scope and global in reach.
  • Tata Institute of Fundamental Research (TIFR): India's national fundamental research institute with a mathematics school offering graduate degrees and postdoctoral programs. Comparable as a country-level government-funded research and graduate education institution, though broader in scope.

Direct peers

  • Institut des Hautes Études Scientifiques (IHES): French independent math and theoretical physics research institute. Comparable as a small, high-prestige research institution supported primarily by French government funding with visiting researcher programs.
  • Centre de Recherches Mathématiques (CRM): Canadian national math research center hosting thematic programs, graduate schools, and outreach. Comparable as a government-linked, country-level math research institute running parallel program types to IMPA.
  • Fields Institute: Canadian math research institute affiliated with the University of Toronto supporting research, postdoctoral fellows, and outreach events. Comparable in mission and program mix.
  • Centro Brasileiro de Pesquisas Físicas (CBPF): Brazilian Ministry of Science-linked research institute operating graduate programs and outreach from Rio de Janeiro. Comparable as a peer Brazilian non-profit Social Organization under MCTI with similar structure and funding model.
  • Art of Problem Solving (AoPS): Online math training and competition-prep platform popular among math olympiad students. Comparable as a math competition preparation resource serving students who progress through Olympiad pipelines similar to OBMEP/PROLÍMPICO.
  • Institute for Advanced Study (IAS): Independent math research institution with distinguished faculty and visiting researcher programs. Comparable as one of the world's leading pure mathematics research environments with a model of focused, government and donor-supported scholarship.
  • Clay Mathematics Institute: Private nonprofit institute promoting mathematical research, hosting conferences, and funding research at multiple universities. Directly comparable as a non-profit math research entity with public-facing programs.
  • Mathematical Sciences Research Institute (SLMath): US-based math research institute hosting workshops, programs, and visiting researchers in pure and applied mathematics. Directly comparable as a dedicated mathematics research institute operating programs that convene the international math community.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat4 records

Key risks4 records

Key highlights6 records

Customer concentration

IMPA social profiles

Digital presence

IMPA financial estimates

Financial estimate

Revenue estimate

Valuation estimate

IMPA leadership team

Management profile

Number of profiles

Profiles1 record

IMPA funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

IMPA M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about IMPA

What does IMPA do?

IMPA is a non-profit mathematics research and teaching institute that operates graduate and undergraduate programs in mathematics (Master's, Doctorate, and IMPA Tech), runs the OBMEP and OBMEP MIRIM mathematics Olympiads for K-12 students, delivers nationwide teacher professional development through PAPMEM and PROLÍMPICO, publishes mathematical literature via Editora IMPA, and maintains a digital archive of more than 10,000 recorded lectures on YouTube.

Is IMPA a public or private company?

IMPA is a private company. It is classified as nonprofit foundation owned and is currently operating.

When was IMPA founded?

IMPA was founded in 1952. It employs 101 to 250 people.

Where is IMPA based?

IMPA is headquartered in Rio De Janeiro, Brazil, in the Latin America region.

How does IMPA make money?

One revenue line is on record: government Funding.

Who are IMPA's main competitors?

Broad incumbents on record are Khan Academy and Tata Institute of Fundamental Research (TIFR). Direct peers are Institut des Hautes Études Scientifiques (IHES), Centre de Recherches Mathématiques (CRM), Fields Institute, Centro Brasileiro de Pesquisas Físicas (CBPF), Art of Problem Solving (AoPS), Institute for Advanced Study (IAS), Clay Mathematics Institute and Mathematical Sciences Research Institute (SLMath).

Does IMPA have an API?

No public API is recorded for IMPA.

What industry is IMPA in?

IMPA's product category is Higher Education and Research. Its primary akta.pro industry code is EDAMAEAA, Competition Coaching & Training Programs (AMC/AIME/USAMO/MathCounts), with a secondary code of EDAMAEAD, Olympiad-Style Proof & Advanced Topics Programs (Number Theory/Combinatorics/Geometry). Its NAICS code is 611691.

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Live signals
FolhaOpinião - Marcelo Viana: O Impa e a ChinaMarcelo Viana, director of IMPA (Instituto de Matemática Pura e Aplicada), describes his September visit to China and outlines collaborative initiatives between IMPA and Chinese universities, including student exchange programs. A Brazil-China Program for Leaders in Scientific and Technological Innovation was signed between CAPES and Beihang University, with 15 IMPA PhD students currently completing one-month internships at Beihang's international campus in Hangzhou. In August, 12 undergraduate students from IMPA Tech will travel to Peking and Beihang universities for five-month exchanges, and 26 high school gold medalists from the 2025 Obmep will visit China, marking the beginning of long-term academic cooperation between the two countries.Brazil JournalNo IMPA, um mestre pondera seu legadoThe Society for the Advancement of Economic Theory will hold its 25th meeting in Rio de Janeiro, honoring Aloisio Araujo, who turned 80 in January. Araujo, a prominent Brazilian economist, discussed fiscal fragility and argued that Brazil needs a robust fiscal adjustment before lowering the inflation target. He suggested a target of 4% and warned that raising it without adjustment could be seen as a license to spend.Brazil JournalPara onde a AI vai levar a matemática? Perguntamos ao IMPAAn OpenAI AI model disproved Paul Erdős's 1946 conjecture on unit-distance points, offering a new arrangement with more pairs. IMPA director Marcelo Viana discusses AI's impact, noting it speeds up disproving false conjectures but raises concerns about irresponsible use, such as in judicial decisions.The Times of IndiaTollywood Implements New Safety Standards and Insurance for Film Sets | - The Times of IndiaTollywood's IMPA (producers' association) and Artist Forum held a joint meeting following the death of actor Rahul Arunoday Banerjee during a shoot, agreeing to introduce new Standard Operating Procedures including mandatory insurance for every film, with coverage amounts linked to production budgets. The new safety measures aim to strengthen on-set protocols and prevent accidents, with additional preventive measures including potential restrictions on alcohol and smoking at shooting locations still under discussion. Industry leaders stated this marks a rare consensus between actors and producers on safety reforms.AaaiAmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty QuantificationResearchers from IMPA and Harvard University presented AmnioML, a machine learning system that uses deep learning and conformal prediction to segment amniotic fluid and predict its volume in fetal MRIs. The solution was deployed in a medical setting, achieving a 20x reduction in segmentation time and maintaining high accuracy with a mean absolute error below 56mL. This deployment demonstrates the tool's potential to assist doctors in detecting pregnancy risks more efficiently.