AI Against Humanity
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AI's Role in Transforming Financial Reporting

February 20, 2026

InScope, an AI-powered financial reporting platform, has raised $14.5 million in Series A funding to address inefficiencies in financial statement preparation. Co-founders Mary Antony and Kelsey Gootnick, both experienced accountants, recognized the manual challenges faced by professionals in the field, where financial statements are often compiled through cumbersome processes involving spreadsheets and word documents. InScope aims to automate many of these manual tasks, such as verifying calculations and formatting, potentially saving accountants significant time. While the platform is not yet fully automating the generation of financial statements, its goal is to enhance efficiency in a traditionally risk-averse profession. The startup has already seen substantial growth, increasing its customer base by five times and attracting major accounting firms like CohnReznick. Despite the potential benefits, the article highlights the hesitance of the accounting profession to fully embrace AI automation, raising questions about the balance between efficiency and the risk of over-reliance on technology in critical financial processes.

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AI Super PACs Clash Over Congressional Candidate

February 20, 2026

The article highlights the political battle surrounding New York Assembly member Alex Bores, who is facing opposition from a pro-AI super PAC called Leading the Future, which has significant financial backing from prominent figures in the AI industry, including Andreessen Horowitz and OpenAI President Greg Brockman. In response, a rival PAC, Public First Action, supported by a $20 million donation from Anthropic, is backing Bores with a focus on transparency and safety standards in AI development. This conflict arises partly due to Bores' sponsorship of the RAISE Act, legislation aimed at ensuring AI developers disclose safety protocols and report misuse of their systems. The contrasting visions of these PACs reflect broader concerns about the implications of AI deployment in society, particularly regarding accountability and ethical standards. The article underscores the growing influence of AI companies in political discourse and the potential risks associated with their unchecked power in shaping policy and public perception.

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Reload wants to give your AI agents a shared memory

February 19, 2026

The article discusses the rise of AI agents as essential collaborators in software development, emphasizing the need for effective management systems to enhance their performance. Founders Newton Asare and Kiran Das of Reload have introduced a new product, Epic, which provides AI agents with a shared memory system. This innovation allows multiple agents to maintain a consistent understanding of project context, addressing the limitations of short-term memory that often hinder AI effectiveness. By creating a structured memory of decisions and code changes, Epic aims to improve productivity and coherence in software development, ensuring that coding agents align with project goals and constraints. The article also highlights the growing demand for AI infrastructure, with companies like LongChain and CrewAI emerging in the competitive landscape. However, this shift raises concerns about job displacement and ethical implications associated with AI decision-making processes. As AI technologies continue to evolve, the article underscores the importance of managing these systems responsibly to mitigate risks and consider their societal impacts.

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AI's Role in Defense Software Modernization Risks

February 19, 2026

Code Metal, a Boston-based startup, has successfully raised $125 million in a Series B funding round to enhance the defense industry by utilizing artificial intelligence (AI) to modernize legacy software systems. The company focuses on translating and verifying existing code to prevent the introduction of new bugs during modernization efforts. This approach highlights a significant risk in the defense sector, where software reliability is crucial for national security. The reliance on AI for such critical tasks raises concerns about the potential for errors and vulnerabilities that could arise from automated processes, as well as the ethical implications of deploying AI in sensitive areas like defense. Stakeholders in the defense industry, including contractors and government agencies, may be affected by the outcomes of these AI-driven initiatives, which could either enhance operational efficiency or introduce unforeseen risks. Understanding these dynamics is essential as AI continues to play a larger role in critical infrastructure, emphasizing the need for careful oversight and evaluation of AI systems in high-stakes environments.

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This former Microsoft PM thinks she can unseat CyberArk in 18 months

February 18, 2026

The article discusses Venice, a cybersecurity startup founded by former Microsoft PM Rotem Lurie, aiming to disrupt the identity and access management market dominated by established players like CyberArk and Okta. Venice's platform consolidates various access management tools into a single system, addressing the complexities faced by large enterprises in both cloud-based and on-premises environments. Recently securing $20 million in Series A funding, Venice is positioned to serve Fortune 500 companies with a comprehensive solution for managing permissions and identities for both human and non-human entities. The startup is gaining traction by significantly reducing implementation times for enterprise security solutions from months to just weeks, and it is reportedly replacing legacy vendors among Fortune 500 and Fortune 1000 companies. The urgency for innovative identity management solutions is heightened by the rise of AI agents, which complicate traditional security measures. Investors highlight the need for adaptive identity concepts to counteract breaches caused by credential misuse. Despite a competitive landscape, Venice's unique approach and early successes may position it favorably against established incumbents.

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Heron Power raises $140M to ramp production of grid-altering tech

February 18, 2026

Heron Power, a startup founded by former Tesla executive Drew Baglino, has raised $140 million to accelerate the production of solid-state transformers aimed at revolutionizing the electrical grid and data centers. This funding round, led by Andreessen Horowitz’s American Dynamism Fund and Breakthrough Energy Ventures, highlights the increasing demand for efficient power delivery systems in data-intensive environments. Solid-state transformers are smaller and more efficient than traditional iron-core models, capable of intelligently managing power from various sources, including renewable energy. Heron Power's Link transformers can handle substantial power loads and are designed for quick maintenance, addressing challenges faced by data center operators. The company aims to produce 40 gigawatts of transformers annually, potentially meeting a significant portion of global demand as many existing transformers approach the end of their operational lifespan. While this technological advancement promises to enhance energy efficiency and reliability, it raises concerns about environmental impacts and energy consumption in the rapidly growing data center industry, as well as the competitive landscape as other companies innovate in this space.

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SpaceX vets raise $50M Series A for data center links

February 17, 2026

Three former SpaceX engineers—Travis Brashears, Cameron Ramos, and Serena Grown-Haeberli—have founded Mesh Optical Technologies, a startup focused on manufacturing optical transceivers for data centers that support AI applications. The company recently secured $50 million in Series A funding led by Thrive Capital, aimed at addressing a gap in the optical transceiver market identified during their time at SpaceX. With the current market dominated by Chinese suppliers, Mesh is committed to building its supply chain in the U.S. to mitigate national security concerns. The startup plans to produce 1,000 optical transceivers daily, enhancing the efficiency of GPU clusters essential for AI training and operations. By co-locating design and manufacturing, Mesh aims to innovate and reduce power consumption in data centers, facilitating a shift from traditional radio frequency communications to optical wavelength technologies. This transition is crucial as the demand for AI capabilities escalates, making reliable and efficient data center infrastructure vital for future technological advancements and addressing the growing need for seamless data center interconnectivity in an increasingly data-driven world.

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How Ricursive Intelligence raised $335M at a $4B valuation in 4 months

February 16, 2026

Ricursive Intelligence, co-founded by Anna Goldie and Azalia Mirhoseini, has rapidly emerged in the AI sector, raising $335 million in just four months and achieving a valuation of $4 billion. Their innovative technology automates and accelerates the chip design process, traditionally a labor-intensive task, by utilizing AI systems capable of designing their own chips. This approach builds on their previous work at Google Brain, where they developed the Alpha Chip, which enhanced chip design efficiency. However, the swift advancement of AI in this field raises concerns about job displacement for human designers and ethical implications of AI's growing autonomy in critical technology sectors. As companies like Nvidia, AMD, and Intel show interest in Ricursive's AI tools, the potential for misuse and unintended consequences increases, underscoring the need for regulatory frameworks to address these challenges. Understanding the societal impacts of AI's integration into industries is essential for ensuring responsible deployment and mitigating risks associated with its rapid evolution.

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Funding Boost for African Defense Startup

February 16, 2026

Terra Industries, a Nigerian defensetech startup founded by Nathan Nwachuku and Maxwell Maduka, has raised an additional $22 million in funding, bringing its total to $34 million. The company aims to develop autonomous defense systems to help African nations combat terrorism and protect critical infrastructure. With a focus on sub-Saharan Africa and the Sahel region, Terra Industries seeks to address the urgent need for security solutions in areas that have suffered significant losses due to terrorism. The company has already secured government and commercial contracts, generating over $2.5 million in revenue and protecting assets valued at approximately $11 billion. Investors, including 8VC and Lux Capital, recognize the rapid traction and potential impact of Terra's solutions, which are designed to enhance infrastructure security in regions where traditional intelligence sources often fall short. The partnership with AIC Steel to establish a manufacturing facility in Saudi Arabia marks a significant expansion for the company, emphasizing its commitment to addressing security challenges in Africa and beyond.

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How to get into a16z’s super-competitive Speedrun startup accelerator program

February 15, 2026

The article outlines the highly competitive nature of Andreessen Horowitz's Speedrun startup accelerator program, launched in 2023 with an acceptance rate of less than 1%. Initially focused on gaming, the program now welcomes a diverse array of startups, particularly those in frontier AI applications, offering up to $1 million in funding while taking a significant equity stake. A strong founding team is crucial, with complementary skills and shared history emphasized to navigate startup challenges effectively. The evaluation process is rigorous, prioritizing technical expertise and the ability to communicate a startup's vision clearly during live interviews. Founders are cautioned against over-relying on AI tools for application preparation, as authenticity and preparedness are vital for success. The program fosters a supportive environment by connecting founders with a specialized operating team, focusing on deep discussions about product architecture and data strategy rather than superficial pitches. This approach highlights the importance of clarity, intellectual honesty, and a genuine understanding of complex problems, positioning founders for success in a demanding startup ecosystem.

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U.S. Investors Challenge South Korean Data Governance

February 12, 2026

Coupang, often referred to as the 'Amazon of South Korea,' is embroiled in a significant legal dispute following a major data breach that exposed the personal information of nearly 34 million customers. U.S. investors, including Greenoaks and Altimeter, have filed for international arbitration against the South Korean government, claiming discriminatory treatment during the investigation of the breach. This regulatory scrutiny, which led to threats of severe penalties for Coupang, contrasts sharply with the government's handling of other tech companies like KakaoPay and SK Telecom, which faced lighter repercussions for similar incidents. Investors argue that the government's actions represent an unprecedented assault on a U.S. company aimed at benefitting local competitors. The issue has escalated into a geopolitical conflict, raising questions about fairness in international trade relations and the accountability of governments in handling data security crises. The case highlights the risks involved when regulatory actions disproportionately impact foreign companies, potentially undermining investor confidence and international partnerships. As the situation develops, it underscores the importance of consistent regulatory practices and the need for clear frameworks governing data protection and corporate governance in a globalized economy.

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AI's Impact on Waste Management Workers

February 10, 2026

Hauler Hero, a New York-based startup focused on revolutionizing waste management, has successfully raised $16 million in a Series A funding round led by Frontier Growth, with additional investments from K5 Global and Somersault Ventures, bringing its total funding to over $27 million. The company has developed an all-in-one software platform that integrates customer relationship management, billing, and routing functionalities. As part of its latest innovations, Hauler Hero plans to introduce AI agents aimed at enhancing operational efficiency. These agents include Hero Vision, which identifies service issues and revenue opportunities, Hero Chat, a customer service chatbot, and Hero Route, which optimizes routing based on data. However, the integration of AI technologies has raised concerns among sanitation workers and their unions. Some workers fear that the technology could be used against them, although Hauler Hero assures that measures are in place to prevent disciplinary actions based on footage collected. The introduction of AI in waste management reflects a broader trend of using technology to increase visibility and efficiency in industry operations. This transition poses risks, including job displacement and the potential for misuse of surveillance data, emphasizing the need for careful consideration of AI's societal implications. The growing reliance on AI...

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AI's Role in Reshaping Energy Markets

February 10, 2026

Tem, a London-based startup, has raised $75 million in a Series B funding round to revolutionize electricity markets through AI technology. The company has developed an energy transaction engine called Rosso, which uses machine learning algorithms to match electricity suppliers with consumers directly, thereby reducing costs by cutting out intermediaries. Tem's focus on renewable energy sources and small businesses has attracted over 2,600 customers in the UK, including well-known brands like Boohoo Group and Fever-Tree. While the AI-driven approach promises to lower energy prices and improve market efficiency, concerns remain regarding the potential for monopolistic practices and the impact of AI on employment within the energy sector. As Tem plans to expand into Australia and the U.S., the implications of their AI system on existing energy markets and labor dynamics must be closely monitored. The startup's dual business model, which includes the neo-utility RED, aims to showcase the benefits of their technology while ensuring that no single entity controls a large portion of the market to prevent monopolistic tendencies. This raises questions about the balance between innovation and the need for regulation in AI-driven industries.

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InfiniMind: Transforming Unused Video Data Insights

February 9, 2026

InfiniMind, a Tokyo-based startup co-founded by former Google employees Aza Kai and Hiraku Yanagita, is tackling the challenge of dark data in businesses—specifically, the vast amounts of unutilized video content. As companies generate increasing amounts of video footage, traditional solutions have struggled to provide deep insights from this data, often only offering basic labeling of objects. InfiniMind's technology leverages advancements in vision-language models to analyze video content more comprehensively, enabling businesses to understand narratives, causality, and complex queries within their footage. Their flagship product, TV Pulse, launched in Japan in 2025, helps media and retail companies track brand presence and customer sentiment. InfiniMind is set to expand internationally, with its DeepFrame platform designed to process extensive video data efficiently. This innovation comes at a time when video analysis tools are fragmented, highlighting the need for specialized enterprise solutions that integrate audio and visual understanding. InfiniMind's focus on cost efficiency and actionable insights aims to fill a significant gap in the market, appealing to a range of industries that rely on video data for safety, security, and marketing analysis.

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Sapiom's $15M Boost for Autonomous AI Transactions

February 5, 2026

Sapiom, a San Francisco startup founded by former Shopify director Ilan Zerbib, has raised $15 million to develop a financial layer that enables AI agents to autonomously purchase software services and APIs. This innovation aims to streamline the back-end processes involved in AI operations, allowing non-technical users to create apps with minimal infrastructure knowledge. Sapiom's technology will facilitate seamless transactions between AI agents and external services like Twilio, effectively allowing these agents to handle financial decisions without human intervention. Notable investors participating in this funding round include Accel, Okta Ventures, Gradient Ventures, and Anthropic. While the focus is currently on B2B solutions, there are implications that this technology could extend to personal AI agents in the future, potentially allowing individuals to trust AI with their financial transactions. This raises concerns about the autonomy of AI systems in making independent financial decisions, which could lead to unforeseen consequences for users and industries alike.

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Substack Data Breach Exposes User Information

February 5, 2026

Substack, a newsletter platform, has confirmed a data breach affecting users' email addresses and phone numbers. The breach, identified in February, was caused by an unauthorized third party accessing user data. Although sensitive financial information like credit card numbers and passwords were not compromised, the incident raises significant concerns about data privacy and security. CEO Chris Best expressed regret over the breach, emphasizing the company's responsibility to protect user data. The breach's scope and the reason for the five-month delay in detection remain unclear, leaving users uncertain about the potential misuse of their information. With over 50 million active subscriptions, including 5 million paid ones, this incident highlights the vulnerabilities present in digital platforms and the critical need for robust security measures. Users are advised to remain cautious regarding unsolicited communications, underscoring the ongoing risks in a digital landscape increasingly reliant on data-driven technologies.

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Risks of Automation in Aviation Technology

February 3, 2026

Skyryse, a California-based aviation automation startup, has raised $300 million in a Series C investment, increasing its valuation to $1.15 billion. The funding will aid in completing the Federal Aviation Administration (FAA) certification for its SkyOS flight control system, which aims to simplify aircraft operation by automating complex flying tasks. While not fully autonomous, this system is designed to enhance pilot capabilities and improve safety by replacing traditional mechanical controls with automated systems. Key investors include Autopilot Ventures and Fidelity Management, along with interest from the U.S. military and emergency service operators. As Skyryse progresses through the FAA's certification process, concerns about the implications of automation in aviation technologies remain prevalent, particularly regarding safety and reliance on AI systems in critical operations. The potential risks associated with increased automation, such as system failures or reliance on technology that may not fully account for unpredictable scenarios, highlight the need for comprehensive oversight and testing in aviation automation.

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Risks of AI in Healthcare Decision-Making

February 3, 2026

Lotus Health AI, a startup co-founded by KJ Dhaliwal, has secured $35 million in funding to develop an AI-driven primary care service that operates 24/7 in 50 languages. The platform allows users to consult AI for medical advice, diagnoses, and prescriptions. While this model aims to address inefficiencies in the U.S. healthcare system, it raises significant concerns about the outsourcing of medical decision-making to AI. Although human doctors review the AI-generated recommendations, the reliance on algorithms for health care decisions introduces risks of misdiagnosis, particularly due to AI's known issues with hallucinations. Regulatory challenges also loom, as physicians must navigate state licensing requirements when providing care. With a shortage of primary care doctors, Lotus claims it can handle ten times the patient load of traditional practices. However, the ethical implications of AI in healthcare, including patient safety and regulatory compliance, warrant careful consideration as the industry evolves. Stakeholders involved include OpenAI, CRV, and Kleiner Perkins, highlighting the intersection of technology and healthcare in addressing pressing medical needs.

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Deepfake Marketplaces and Gender Risks

February 2, 2026

The article explores the troubling rise of AI-generated deepfakes, particularly focusing on a marketplace called Civitai, which allows users to buy and sell AI-generated content, including custom files for creating deepfakes of real individuals, predominantly women. A study conducted by researchers from Stanford and Indiana University uncovered that a significant portion of user requests, termed 'bounties,' were aimed at producing deepfakes, with 90% of these requests targeting female figures. The implications of such technology are severe, raising concerns about consent, the potential for harassment, and the broader societal impact of commodifying individuals’ likenesses. Furthermore, the article highlights the vulnerability of AI systems like Moltbook, a social network for AI agents, which has been exposed to potential abuse due to misconfigurations. The presence of venture capital backing, particularly from firms like Andreessen Horowitz, further complicates the ethical landscape surrounding these technologies, as profit motives may overshadow the need for responsible AI usage. The risks associated with AI deepfakes are far-reaching, affecting individuals' reputations, mental health, and safety, while also posing challenges for regulatory frameworks that struggle to keep pace with technological advancements. The intersection of AI technology with issues of gender, privacy, and ethical governance underscores the urgent need for societal...

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Civitai's Role in Deepfake Exploitation

January 30, 2026

Civitai, an online marketplace for AI-generated content, is facilitating the creation of deepfakes, particularly targeting women, by allowing users to buy and sell custom AI instruction files known as LoRAs. Research from Stanford and Indiana University reveals that a significant portion of user requests, or 'bounties', are for deepfakes, with 90% of these requests aimed at women. Despite the site claiming to ban sexually explicit content, many deepfake requests remain live and accessible after a policy change in May 2025. The ease with which users can purchase and utilize these instructions raises ethical concerns about consent and exploitation, especially as Civitai not only provides the tools to create such content but also offers guidance on how to do so. This situation highlights the complex interplay between user-generated content, platform responsibility, and legal protections under Section 230 of the Communications Decency Act. The implications of this research extend beyond individual cases, as they underscore the broader societal impact of AI technologies that can perpetuate harm and exploitation under the guise of creativity and innovation.

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AI Data Centers Are Coming for Your Land, Water and Power

September 24, 2025

The rapid expansion of artificial intelligence (AI) is driving a surge in data centers across the United States, with major companies like Meta, Google, and OpenAI investing heavily in this infrastructure. This growth raises significant concerns about energy and water consumption; for instance, a single query to ChatGPT consumes ten times more energy than a standard Google search. Projects like the Stargate Project, backed by OpenAI and others, plan to construct massive data centers, such as one in Texas requiring 1.2GW of electricity—enough to power 750,000 homes. Local communities, such as Clifton Township, Pennsylvania, face potential water depletion and environmental degradation, prompting fears about the long-term impacts on agriculture and livelihoods. While proponents argue for job creation, the actual benefits may be overstated, with fewer permanent jobs than anticipated. Furthermore, the demand for electricity from these centers poses challenges to local power grids, leading to a national energy emergency. As tech companies pledge to achieve net-zero carbon emissions, critics question the sincerity of these commitments amid relentless infrastructure expansion, highlighting the urgent need for responsible AI development that prioritizes ecological and community well-being.

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