#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag
The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5].
https://github.com/humanlayer/12-factor-agents
Historic Settlement: EEOC Resolves AI-Driven Age Discrimination Case
The Equal Employment Opportunity Commission (EEOC) has reached a groundbreaking settlement with iTutorGroup for $365,000 over allegations of AI-driven age discrimination. This marks the first-ever settlement against AI-powered recruitment tools in the US.
The EEOC filed the lawsuit in May 2022, accusing iTutorGroup of using an algorithm that automatically rejected older job applicants based on their age. Women over 55 and men over 60 were disproportionately affected by this automated process, which violated the Age Discrimination Act's protections for individuals aged 40 and above.
With litigation initiated in the U.S. District Court for the Eastern District of New York, the EEOC's efforts to conciliate prior to legal action were unsuccessful. As a result, the case was set for a settlement conference in October 2023. However, the EEOC has now settled the case for $365,000, underlining the significance of this legal victory.
As part of the consent decree, iTutorGroup is barred from automatically rejecting candidates based on age or gender. The company is required to adhere to non-discrimination laws and collaborate with the EEOC to establish policies that prevent unlawful discrimination in the future.
This lawsuit is likely to set a precedent for future cases involving HR Tech tools. The ongoing regulatory focus on automated employment decisions calls for responsible and compliant AI use to avoid legal consequences and uphold fairness.
#AI#Law#LegalTech#EqualOpportunity#Discrimination#AIEthics
US: New Federal Privacy Bill Aims to Safeguard Against AI-Driven Discrimination
Greetings! Senator Maria Cantwell, head of the Senate Commerce Committee, has highlighted that her introduced federal privacy bill could serve as a protective shield against discrimination fueled by artificial intelligence. Speaking at the Washington state's Future of AI forum, she underscored both the potential of AI and the necessity for "guardrails" to prevent potential risks.
Cantwell expressed concerns about AI's potential discriminatory applications, which might lead to unfair employment or loan practices. She emphasized the importance of her privacy legislation, designed to safeguard individuals from such biases.
While not providing specific details during the forum, Cantwell's spokesperson indicated that she was referring to the Consumer Online Privacy Rights Act, initially introduced in 2019 and re-introduced in 2021. The bill proposes several key provisions, including requiring companies to obtain consumers' opt-in consent for behaviorally targeted ads and prohibiting discriminatory ad targeting based on factors such as race, religion, or sex.
The legislation also aims to hold companies accountable for using algorithms in housing, education, job, or credit ads. Cantwell's advocacy reflects a growing awareness of the need to regulate AI applications to ensure fairness and protect individuals' rights.
#AI#Privacy#Discrimination#Legislation#AIEthics#Law
Lithuania Bans Property Purchases by Russians and Belarusians
The Lithuanian Parliament committee has approved a ban on Russian and Belarusian citizens buying real estate in Lithuania. Exceptions apply only to those already residing in the country, but transactions near military sites remain prohibited. This broad ban targets nationality rather than specific sanctioned individuals. Previously, Lithuania tightened rules by revoking residence permits from Russians visiting their homeland.
#Lithuania#Russia#Belarus#RealEstate#Discrimination
The main news of Russia and the world ishere.
In 1968, teacher Jane Elliott divided her students by eye color (blue vs brown) to show how discrimination works. One group was labeled “better” and given privileges. The other was treated as “worse.” Children quickly changed behavior and school performance, proving how labels and power create prejudice.
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@googlefactss
#Psychology#SocialExperiment#JaneElliott#Discrimination#Education#History
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➡️ Refus d’ouverture de compte bancaire, alors même que la loi française garantit ce droit à toute personne morale ou physique.
➡️ Fermeture arbitraire de plateformes de dons telles que HelloAsso, AssoConnect, Stripe, nous empêchant de mener à bien nos actions humanitaires.
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