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UC Berkeley

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uuid0005j9v

Namestring
UC Berkeley
Legal namestring
The Regents of the University of California
Company typeenum
Public
Founded yearint
1868
Descriptiontext

UC Berkeley School of Information (I School) is a graduate research and education community operating within the University of California, Berkeley — a public research university founded in 1868 and governed by The Regents of the University of California. The I School, founded in 1994 and headquartered at South Hall on the UC Berkeley campus, delivers four core graduate degree programs: the on-campus Master of Information Management and Systems (MIMS), the online Master of Information and Data Science (MIDS), the online Master of Information and Cybersecurity (MICS), and a research-track Ph.D. in Information Science. It supplements these with a Graduate Certificate in Applied Data Science, two pro-bono clinics (Cybersecurity Clinic and Public Interest Technology Clinic), an Executive Fellowship in Applied Technology Policy, and the Oxford-Berkeley Summer Doctoral Program.

The school's core technology asset is its interdisciplinary research portfolio spanning data science, artificial intelligence, machine learning, cybersecurity, human-computer interaction, information retrieval, privacy, and information policy, organized around specialized centers — most notably the Center for Long-Term Cybersecurity (CLTC), the Center for Technology, Society & Policy, and the BioSENSE Lab. Faculty and researchers conduct sponsored research for federal agencies (NSF, DOE), state agencies (California Energy Commission), foundations, and industry partners, and operate across AI modalities including NLP, computer vision, structured data, and multimodal/generative AI.

UC Berkeley's School of Information generates revenue through three primary streams: tuition and fees for its graduate degree programs (MIMS, MIDS, MICS, PhD), with online programs carrying distinct pricing structures; sponsored research grants and contracts from federal, state, and industry sponsors; and private philanthropy via alumni donations, corporate giving, foundation grants, and campaigns such as Big Give. The go-to-market motion is sales-led, funneling prospective students through online applications, information sessions, webinars, recruiting events, and employer partnerships for career placement. The primary customer segment is graduate students seeking degrees in technology and information fields, with secondary segments comprising employer hiring partners and research institutions. Distribution is hybrid: on-campus residential for MIMS and PhD, and fully online via ischoolonline for MIDS and MICS, with global reach.

Short descriptiontext

UC Berkeley School of Information is a graduate research and education community within UC Berkeley offering the MIMS, MIDS, MICS, and PhD programs in information, data science, and cybersecurity, serving students, employers, and research partners globally.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
101–250
akta.pro rankint
HeadquartersBerkeley, United States
HQ citystring
Berkeley
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
graduate information science, data science education, cybersecurity degree programs, online master's degrees, higher education research
Industry3 codes
1Public Research Universities with Multi-Campus Systems
CodeEDAHAAAIPrimaryYes
2Technical Universities with Computing, Data & AI Focus
CodeEDAHAEAKPrimaryNo
3Online Nonprofit Universities
CodeEDAHALAKPrimaryNo
NAICS code1 code
  • Colleges, Universities, and Professional Schools6113
SIC code1 code
  • Services-Educational Services8200
Product category
Higher Education
GTM motion1 record

Each record includes

Type, Description, Source

Revenue model3 records
1Tuition and Fees
TypeSubscription Recurring
Description

Graduate degree programs (MIMS, MIDS, MICS, PhD) generate revenue through tuition and fees charged to enrolled students. Online programs have distinct tuition structures.

ischool.berkeley.edu
2Research Grants and Contracts
TypeProfessional Services
Description

Faculty and researchers secure external funding from federal agencies (NSF, DOE, etc.), state agencies (California Energy Commission), foundations, and industry partners for sponsored research programs.

ischool.berkeley.edu
3Private Philanthropy
TypeAffiliate Referral
Description

Alumni donations, corporate giving, and foundation grants support scholarships, programs, and facilities through annual giving campaigns (Big Give) and major gift campaigns.

ischool.berkeley.edu
Marketing channels6 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels2 records

Each record includes

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

Cost components6 values
Personnel, Operations, Technology or R&D, Infrastructure, Marketing or Sales, Others
Pricing details4 tiers
1Master of Information Management and Systems (MIMS) - On-campus full-time program
ModelSubscriptionBilling cadenceAnnual
Notes

Per-unit or semester tuition for on-campus residential graduate program

ischool.berkeley.edu
2Master of Information and Data Science (MIDS) - Online degree program
ModelSubscriptionBilling cadenceAnnual
Notes

Online program tuition structure; part of UC Berkeley's ischoolonline offerings

ischool.berkeley.edu
3Master of Information and Cybersecurity (MICS) - Online degree program
ModelSubscriptionBilling cadenceAnnual
Notes

Online cybersecurity degree tuition

ischool.berkeley.edu
4Ph.D. in Information Science
ModelSubscriptionBilling cadenceAnnual
Notes

Research doctoral program with potential funding packages for admitted students

ischool.berkeley.edu
GTM typeB2C
B2C
Offering typeServices
Services
Brand1 of 3 records shown
1Haas School of Business
Description

UC Berkeley's business school offering undergraduate and graduate business degrees

ischool.berkeley.edu
+2 more records
Core offering1 text field

UC Berkeley School of Information delivers graduate-level degree and certificate programs in information management, data science, and cybersecurity, including the on-campus MIMS, online MIDS and MICS master's degrees, and a Ph.D. in Information Science. The school also operates specialized clinics and research centers that enable hands-on client work in cybersecurity and public-interest technology, supplemented by research and faculty collaborations across disciplines.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 2 values shown
  • 349 of 616 total graduating students from May 2026 commencement
+1 more record
Product overview1 text field

UC Berkeley School of Information offers a portfolio of graduate degree programs forming an integrated educational platform. The core offerings include the Master of Information Management and Systems (MIMS), Master of Information and Data Science (MIDS - online), and Master of Information and Cybersecurity (MICS - online), along with a Ph.D. in Information Science for research-focused scholars. These programs are supplemented by a Graduate Certificate in Applied Data Science and specialized clinics (Cybersecurity Clinic, Public Interest Technology Clinic) providing hands-on client experience. The school is home to research centers including the Center for Long-Term Cybersecurity (CLTC), Center for Technology Society & Policy, and BioSENSE Lab. The Executive Fellowship and Oxford-Berkeley Summer Doctoral Program extend the offerings to practitioners and international scholars.

Product and service9 records
1Master of Information Management and Systems (MIMS)
CategoryMaster's Degree Program
Description

A full-time on-campus graduate degree program educating information professionals to lead in an information-driven world. Covers data science, user experience design, product management, engineering, and information policy for prospective students seeking residential study.

2Master of Information and Data Science (MIDS)
CategoryOnline Master's Degree
Description

An online graduate degree preparing data science professionals to solve real-world problems using data analysis, machine learning, and statistics, with a 5th Year MIDS pathway for UC Berkeley undergraduates. Designed for working professionals worldwide.

3Master of Information and Cybersecurity (MICS)
CategoryOnline Master's Degree
Description

An online graduate degree preparing cybersecurity leaders for complex cybersecurity challenges, covering software security, network defense, and information policy. Targeted at working professionals pursuing leadership roles in security.

4Ph.D. in Information Science
CategoryDoctoral Degree Program
Description

A research-focused doctoral program for next-generation scholars of the information age, preparing graduates for academic careers and advanced research positions with potential funding packages for admitted students.

5Graduate Certificate in Applied Data Science
CategoryGraduate Certificate
Description

A graduate certificate program providing foundational data science skills for professionals seeking to add data science capabilities to their existing careers without committing to a full degree.

6Cybersecurity Clinic
CategoryClinical Education Program
Description

A clinic providing students with hands-on client work in cybersecurity under faculty supervision, offering pro bono security services to public interest organizations while granting course credit.

7Public Interest Technology Clinic
CategoryClinical Education Program
Description

A clinic in which graduate students perform analytical work for real public agencies and nonprofits, applying technology skills to civic problems while earning course credit.

8Executive Fellowship in Applied Technology Policy
CategoryExecutive Education
Description

An executive education fellowship that brings practitioners into the university to work on technology policy issues alongside faculty and researchers.

9Oxford-Berkeley Summer Doctoral Program
CategoryDoctoral Exchange Program
Description

A joint summer doctoral program between Oxford and UC Berkeley allowing Ph.D. students to engage in collaborative research across the two institutions.

Scale indicator7 records

Each record includes

Type, Value, Description, Source

Partnership5 partners
Strategic tierCoreTypeOthersAnnounced on2026-05-27
Description

UC Berkeley Goldman School of Public Policy researchers conducted studies on India's air conditioner efficiency and its impact on power infrastructure, projecting potential savings of Rs 8 lakh crore.

Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2026-04-15
Description

The Electrochemistry Foundry is a new nonprofit announced to accelerate battery technology commercialization. UC Berkeley joined a network including UC Santa Barbara, UC Riverside, Lawrence Berkeley National Laboratory, Volta Foundation, and Catalyst Innovation Group. The ECF received a $28 million California Energy Commission award to establish a 20,000 sq ft battery pilot manufacturing line in Hayward, CA.

Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2026-04-15
Description

Lawrence Berkeley National Laboratory is a founding partner in the Electrochemistry Foundry consortium alongside UC Berkeley, UC Santa Barbara, UC Riverside, and other entities to advance battery technology commercialization.

Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2026-04-03
Description

JERA Co., Inc. (through its U.S. subsidiary JERA Americas Inc.) signed an MOU with UC Berkeley to collaborate on education, science, and energy innovation. The partnership aims to develop next-generation technologies and explore research areas including decarbonization, digital technologies, and robotics, while supporting UC Berkeley's research programs.

Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2025-09-01
Description

UC Berkeley and Ripple expanded collaboration through the University Digital Asset Xcelerator (UDAX) accelerator program in Fall 2025. Nine startups joined the program building on the XRP Ledger, with startups demonstrating traction in tokenized capital markets, decentralized insurance, payments, and creator-economy use cases. The program combined Ripple engineers with UC Berkeley faculty and industry mentors.

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight5 records

Each record includes

Type, Description

Market position
Weaknesses4 records

Each record includes

Headline, Details, Source

Competitive moat6 records

Each record includes

Type, Details

Key risks5 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers1 record

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment3 records

Each record includes

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

Ideal customer profile2 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 capability18 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature1 record

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles2 records

Each record includes

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

Subsidiaries4 records

Each record includes

Name, Acquired on, Relationship type, Type, Business focus

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 →

UC Berkeley

Higher Educationischool.berkeley.edu

UC Berkeley School of Information is a graduate research and education community within UC Berkeley offering the MIMS, MIDS, MICS, and PhD programs in information, data science, and cybersecurity, serving students, employers, and research partners globally.

What UC Berkeley does

UC Berkeley School of Information (I School) is a graduate research and education community operating within the University of California, Berkeley — a public research university founded in 1868 and governed by The Regents of the University of California. The I School, founded in 1994 and headquartered at South Hall on the UC Berkeley campus, delivers four core graduate degree programs: the on-campus Master of Information Management and Systems (MIMS), the online Master of Information and Data Science (MIDS), the online Master of Information and Cybersecurity (MICS), and a research-track Ph.D. in Information Science. It supplements these with a Graduate Certificate in Applied Data Science, two pro-bono clinics (Cybersecurity Clinic and Public Interest Technology Clinic), an Executive Fellowship in Applied Technology Policy, and the Oxford-Berkeley Summer Doctoral Program.

The school's core technology asset is its interdisciplinary research portfolio spanning data science, artificial intelligence, machine learning, cybersecurity, human-computer interaction, information retrieval, privacy, and information policy, organized around specialized centers — most notably the Center for Long-Term Cybersecurity (CLTC), the Center for Technology, Society & Policy, and the BioSENSE Lab. Faculty and researchers conduct sponsored research for federal agencies (NSF, DOE), state agencies (California Energy Commission), foundations, and industry partners, and operate across AI modalities including NLP, computer vision, structured data, and multimodal/generative AI.

UC Berkeley's School of Information generates revenue through three primary streams: tuition and fees for its graduate degree programs (MIMS, MIDS, MICS, PhD), with online programs carrying distinct pricing structures; sponsored research grants and contracts from federal, state, and industry sponsors; and private philanthropy via alumni donations, corporate giving, foundation grants, and campaigns such as Big Give. The go-to-market motion is sales-led, funneling prospective students through online applications, information sessions, webinars, recruiting events, and employer partnerships for career placement. The primary customer segment is graduate students seeking degrees in technology and information fields, with secondary segments comprising employer hiring partners and research institutions. Distribution is hybrid: on-campus residential for MIMS and PhD, and fully online via ischoolonline for MIDS and MICS, with global reach.

UC Berkeley firmographics

Firmographics
Name
UC Berkeley
Legal name
The Regents of the University of California
Website
https://ischool.berkeley.edu
Company type
Public
Founded year
1868
Operating status
Operating
Headcount range
101–250 employees
Short description
UC Berkeley School of Information is a graduate research and education community within UC Berkeley offering the MIMS, MIDS, MICS, and PhD programs in information, data science, and cybersecurity, serving students, employers, and research partners globally.
Ownership category
akta.pro rank

UC Berkeley industry classification

Industry
Product category
Higher Education
NAICS
Colleges, Universities, and Professional Schools (6113)
SIC
Services-Educational Services (8200)
akta.pro primary industry
Public Research Universities with Multi-Campus Systems (EDAHAAAI)
akta.pro secondary industries
Technical Universities with Computing, Data & AI Focus (EDAHAEAK), Online Nonprofit Universities (EDAHALAK)

Keywords

  • Graduate information science
  • Data science education
  • Cybersecurity degree programs
  • Online master's degrees
  • Higher education research

Where UC Berkeley is headquartered

Location

Headquarters

HQ city
Berkeley
HQ country
United States
HQ region
North America

Offices1 record

Markets served

UC Berkeley business model

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

Revenue model

  1. Tuition and Fees: Graduate degree programs (MIMS, MIDS, MICS, PhD) generate revenue through tuition and fees charged to enrolled students. Online programs have distinct tuition structures.
  2. Research Grants and Contracts: Faculty and researchers secure external funding from federal agencies (NSF, DOE, etc.), state agencies (California Energy Commission), foundations, and industry partners for sponsored research programs.
  3. Private Philanthropy: Alumni donations, corporate giving, and foundation grants support scholarships, programs, and facilities through annual giving campaigns (Big Give) and major gift campaigns.

Pricing tiers

ModelBillingPrice
SubscriptionAnnualMaster of Information Management and Systems (MIMS) - On-campus full-time program
SubscriptionAnnualMaster of Information and Data Science (MIDS) - Online degree program
SubscriptionAnnualMaster of Information and Cybersecurity (MICS) - Online degree program
SubscriptionAnnualPh.D. in Information Science

Go-to-market motion1 record

Distribution channels2 records

Marketing channels6 records

UC Berkeley product offering

Product offering

Core offering

UC Berkeley School of Information delivers graduate-level degree and certificate programs in information management, data science, and cybersecurity, including the on-campus MIMS, online MIDS and MICS master's degrees, and a Ph.D. in Information Science. The school also operates specialized clinics and research centers that enable hands-on client work in cybersecurity and public-interest technology, supplemented by research and faculty collaborations across disciplines.

Product overview

UC Berkeley School of Information offers a portfolio of graduate degree programs forming an integrated educational platform. The core offerings include the Master of Information Management and Systems (MIMS), Master of Information and Data Science (MIDS - online), and Master of Information and Cybersecurity (MICS - online), along with a Ph.D. in Information Science for research-focused scholars. These programs are supplemented by a Graduate Certificate in Applied Data Science and specialized clinics (Cybersecurity Clinic, Public Interest Technology Clinic) providing hands-on client experience. The school is home to research centers including the Center for Long-Term Cybersecurity (CLTC), Center for Technology Society & Policy, and BioSENSE Lab. The Executive Fellowship and Oxford-Berkeley Summer Doctoral Program extend the offerings to practitioners and international scholars.

Differentiator

Problem solved

Functional benefit

Brands

  • Haas School of Business: UC Berkeley's business school offering undergraduate and graduate business degrees
  • Goldman School of Public Policy
  • College of Engineering

Products and services

  • Master of Information Management and Systems (MIMS) A full-time on-campus graduate degree program educating information professionals to lead in an information-driven world. Covers data science, user experience design, product management, engineering, and information policy for prospective students seeking residential study.
  • Master of Information and Data Science (MIDS) An online graduate degree preparing data science professionals to solve real-world problems using data analysis, machine learning, and statistics, with a 5th Year MIDS pathway for UC Berkeley undergraduates. Designed for working professionals worldwide.
  • Master of Information and Cybersecurity (MICS) An online graduate degree preparing cybersecurity leaders for complex cybersecurity challenges, covering software security, network defense, and information policy. Targeted at working professionals pursuing leadership roles in security.
  • Ph.D. in Information Science A research-focused doctoral program for next-generation scholars of the information age, preparing graduates for academic careers and advanced research positions with potential funding packages for admitted students.
  • Graduate Certificate in Applied Data Science A graduate certificate program providing foundational data science skills for professionals seeking to add data science capabilities to their existing careers without committing to a full degree.
  • Cybersecurity Clinic A clinic providing students with hands-on client work in cybersecurity under faculty supervision, offering pro bono security services to public interest organizations while granting course credit.
  • Public Interest Technology Clinic A clinic in which graduate students perform analytical work for real public agencies and nonprofits, applying technology skills to civic problems while earning course credit.
  • Executive Fellowship in Applied Technology Policy An executive education fellowship that brings practitioners into the university to work on technology policy issues alongside faculty and researchers.
  • Oxford-Berkeley Summer Doctoral Program A joint summer doctoral program between Oxford and UC Berkeley allowing Ph.D. students to engage in collaborative research across the two institutions.

Quantifiable outcome

  • 349 of 616 total graduating students from May 2026 commencement
  • +1 more outcomes

Companies that use UC Berkeley

Customer profile

Named customers1 record

Segments3 records

Ideal customer profiles2 records

UC Berkeley technology and API

Technology

Technology focussed No

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

AI capability18 records

Feature1 record

UC Berkeley partnerships and signals

Strategic signal

Partnerships

Five partnerships are on record, tiered core.

  • Goldman School of Public PolicycoreOthers · 27 May 2026UC Berkeley Goldman School of Public Policy researchers conducted studies on India's air conditioner efficiency and its impact on power infrastructure, projecting potential savings of Rs 8 lakh crore.
  • Electrochemistry Foundry (ECF)coreStrategic or Co-development Partner · 15 April 2026The Electrochemistry Foundry is a new nonprofit announced to accelerate battery technology commercialization. UC Berkeley joined a network including UC Santa Barbara, UC Riverside, Lawrence Berkeley National Laboratory, Volta Foundation, and Catalyst Innovation Group. The ECF received a $28 million California Energy Commission award to establish a 20,000 sq ft battery pilot manufacturing line in Hayward, CA.
  • Lawrence Berkeley National LaboratorycoreStrategic or Co-development Partner · 15 April 2026Lawrence Berkeley National Laboratory is a founding partner in the Electrochemistry Foundry consortium alongside UC Berkeley, UC Santa Barbara, UC Riverside, and other entities to advance battery technology commercialization.
  • JERA Americas Inc.coreStrategic or Co-development Partner · 3 April 2026JERA Co., Inc. (through its U.S. subsidiary JERA Americas Inc.) signed an MOU with UC Berkeley to collaborate on education, science, and energy innovation. The partnership aims to develop next-generation technologies and explore research areas including decarbonization, digital technologies, and robotics, while supporting UC Berkeley's research programs.
  • Ripple / XRPLcoreStrategic or Co-development Partner · 1 September 2025UC Berkeley and Ripple expanded collaboration through the University Digital Asset Xcelerator (UDAX) accelerator program in Fall 2025. Nine startups joined the program building on the XRP Ledger, with startups demonstrating traction in tokenized capital markets, decentralized insurance, payments, and creator-economy use cases. The program combined Ripple engineers with UC Berkeley faculty and industry mentors.

Scale indicators7 records

Recent moves6 records

Expansion highlights5 records

UC Berkeley competitors and assessment

Company assessment

Market position

Weaknesses4 records

Competitive moat6 records

Key risks5 records

Key highlights7 records

Customer concentration

UC Berkeley social profiles

Digital presence

UC Berkeley financial estimates

Financial estimate

Revenue estimate

Valuation estimate

UC Berkeley leadership team

Management profile

Number of profiles

Profiles2 records

UC Berkeley subsidiaries and ownership

Company hierarchy

Subsidiaries4 records

UC Berkeley funding detail

Funding detail

Funding overview

Funding rounds

Investors

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

UC Berkeley 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 UC Berkeley

What does UC Berkeley do?

UC Berkeley School of Information delivers graduate-level degree and certificate programs in information management, data science, and cybersecurity, including the on-campus MIMS, online MIDS and MICS master's degrees, and a Ph.D. in Information Science. The school also operates specialized clinics and research centers that enable hands-on client work in cybersecurity and public-interest technology, supplemented by research and faculty collaborations across disciplines.

Is UC Berkeley a public or private company?

UC Berkeley is a public company. It is classified as state government owned and is currently operating.

When was UC Berkeley founded?

UC Berkeley was founded in 1868. It employs 101 to 250 people.

Where is UC Berkeley based?

UC Berkeley is headquartered in Berkeley, United States, in the North America region.

How does UC Berkeley make money?

Three revenue lines are on record. Tuition and Fees are the primary driver. The others are research Grants and Contracts and private Philanthropy.

Does UC Berkeley have an API?

No public API is recorded for UC Berkeley.

What industry is UC Berkeley in?

UC Berkeley's product category is Higher Education. Its primary akta.pro industry code is EDAHAAAI, Public Research Universities with Multi-Campus Systems, with a secondary code of EDAHAEAK, Technical Universities with Computing, Data & AI Focus. Its NAICS code is 6113 and its SIC code is 8200.

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Live signals
Nate값싼 AI, 정말 돈 아낄까…총비용은 되레 더 들었다 : 네이트 뉴스A study by Stanford, Carnegie Mellon, UC Berkeley, and Microsoft found that low-cost AI models cost more than high-cost ones in 32% of tasks. In a video-analysis task, the cheaper model spent $14 versus $1 for the more expensive one. The researchers advise companies to consider completion rates and step counts, not just token prices.NateAI 에이전트 '해킹 성공률' 20%…무한반복 땐 치명적 [AI發 금융권 동시다발 해킹] : 네이트 뉴스AI agents can achieve hacking success rates of 19.2-22% in simulated attacks, according to UC Berkeley and other studies. Experts warn that repetition and scale make this a lethal threat, even if the success rate seems low. AI agents also outperformed human security professionals in a real-world mock attack.New York PostWhy Berkeley’s free-speech double-standard is so chillingUC Berkeley is set to host pro-terror speaker Mohamed Abdou on Oct. 6, while opposing views are often silenced. The piece argues this double standard is chilling, citing past cancellations and security measures for conservative speakers. It notes the anniversary of Oct. 7, 2023, Hamas's attack on Israel.Quantum ZeitgeistResearchers Build Efficient Quantum Error Correction CodesUC Berkeley researchers engineered quantum CSS codes using quantised repeat multiple accumulate codes, achieving a rate-distance tradeoff within 0.001 of the CSS Gilbert-Varshamov bound. The codes have logarithmic depth and linear gate count, enabling efficient encoding. The work aims to support more stable and scalable quantum computers.Quantum ZeitgeistResearchers Build Constant-Overhead Injection for Quantum CodesResearchers at UC Berkeley developed a method to inject quantum states into error-correcting codes without increasing computational space or time. The scheme uses hypergraph products and tolerates random errors while minimizing qubit corruption. It enables constant overhead for encoding and decoding, simplifying larger quantum computer construction.Semiconductor EngineeringHBF for High-Throughput LLM Serving (UC Berkeley, FuriosaAI)Researchers at UC Berkeley and FuriosaAI evaluated high-bandwidth flash (HBF) for LLM serving, introducing an HBM-HBF-host system and buffered cache-aware scheduling. HBF-augmented systems reduced completion time by 36.1-87.0% and modeled energy savings of 55.8%, while scheduling extended HBF write lifetime from 4.77 to 14.82 years.New York PostHamas-backing professor booked for UC Berkeley event with pro-Palestine student group day before October 7 anniversaryMohamed Abdou, a former Columbia professor, will appear via Zoom at UC Berkeley and Claremont College on Oct. 6 and 7, the day before the Oct. 7 anniversary. He is known for pro-Hamas rhetoric and was fired from Columbia. UC Berkeley said it will not cancel the event.Mirage NewsResearchers Use AI to Build Database of Millions of Local LawsUC Berkeley researchers built a free, open-access database of millions of local laws from all 50 states, using AI to extract text from nearly 10,000 documents. The database enables comparison of local regulations and has been published online, with plans for free chatbots and tools.YahooHamas-backing professor booked for UC Berkeley event with pro-Palestine student group day before October 7 anniversaryHamas sympathizer Mohamed Abdou will appear via Zoom at a UC Berkeley pro-Palestine event on Oct. 6, the day before the Oct. 7 anniversary. He has made pro-jihad comments and was fired from Columbia University. The university said it will not cancel the event.Mirage NewsMost Americans Simplify Complex Political IssuesA UC Berkeley study of nearly 3,800 participants found that most Americans base political choices on single-factor mental shortcuts, not comprehensive evaluation. In 68% of cases, participants relied on one factor, with 54% dominated by a single attribute. The findings suggest political communication should target the single most important factor for each issue.