Democrat Taylor Rehmet won a special election for a Texas state Senate seat previously held by Republicans, marking a significant shift in a district that favored Donald Trump in 2024. Rehmet's victory is seen by Democrats as a sign of voter dissatisfaction with the GOP, while Republicans acknowledge the need to understand the factors that led to the outcome. The seat became vacant after the Republican incumbent resigned to take another office.

Democrat Taylor Rehmet won a special election for a Texas state Senate seat previously held by Republicans, marking a significant shift in a district that favored Donald Trump in 2024. Rehmet's victory is seen by Democrats as a sign of voter dissatisfaction with the GOP, while Republicans acknowledge the need to understand the factors that led to the outcome. The seat became vacant after the Republican incumbent resigned to take another office.

President Trump stated that federal forces will not intervene in Democratic-led cities facing protests unless explicitly requested by local authorities, raising questions about federalism and states' rights. This decision, conveyed through Homeland Security Secretary Kristi Noem, highlights the ongoing debate about the role of federal intervention in local law enforcement and its potential impact on civil liberties. The President also affirmed the protection of federal buildings against perceived threats.

President Trump stated that federal forces will not intervene in Democratic-led cities facing protests unless explicitly requested by local authorities, raising questions about federalism and states' rights. This decision, conveyed through Homeland Security Secretary Kristi Noem, highlights the ongoing debate about the role of federal intervention in local law enforcement and its potential impact on civil liberties. The President also affirmed the protection of federal buildings against perceived threats.

Five European tech startups have achieved unicorn status in January, signaling strong investor confidence despite economic uncertainties. These companies, including cybersecurity firm Aikido Security, secured funding exceeding $1 billion, highlighting the potential for significant growth and innovation within the European tech landscape.

Five European tech startups have achieved unicorn status in January, signaling strong investor confidence despite economic uncertainties. These companies, including cybersecurity firm Aikido Security, secured funding exceeding $1 billion, highlighting the potential for significant growth and innovation within the European tech landscape.

Houston, a city with significant ties to both the petroleum industry and the Venezuelan diaspora, is experiencing a schism following the U.S. intervention in Venezuela and the capture of Nicolás Maduro. While some Venezuelan expatriates express gratitude for the action, seeing it as a beacon of hope against corruption and authoritarianism, others fear the potential ramifications of U.S. involvement in the region. This division highlights the complex geopolitical implications of foreign intervention and its impact on communities with strong cultural and economic links to the affected nation.

Houston, a city with significant ties to both the petroleum industry and the Venezuelan diaspora, is experiencing a schism following the U.S. intervention in Venezuela and the capture of Nicolás Maduro. While some Venezuelan expatriates express gratitude for the action, seeing it as a beacon of hope against corruption and authoritarianism, others fear the potential ramifications of U.S. involvement in the region. This division highlights the complex geopolitical implications of foreign intervention and its impact on communities with strong cultural and economic links to the affected nation.

Multiple news sources report the emergence of Kimwolf, a rapidly spreading IoT botnet that has infected over 2 million devices, particularly unofficial Android TV streaming boxes, by exploiting residential proxy services like IPIDEA to scan and compromise local networks. This botnet is used to launch massive DDoS attacks and relay malicious traffic, posing a significant threat to organizations, including government and corporate networks.

Multiple news sources report the emergence of Kimwolf, a rapidly spreading IoT botnet that has infected over 2 million devices, particularly unofficial Android TV streaming boxes, by exploiting residential proxy services like IPIDEA to scan and compromise local networks. This botnet is used to launch massive DDoS attacks and relay malicious traffic, posing a significant threat to organizations, including government and corporate networks.

Multiple sources confirm that Stellan Skarsgård made surprise appearances in two sketches during his son Alexander Skarsgård's "Saturday Night Live" hosting debut. In one sketch, Stellan played a father in a Scandinavian drama parody, and in another, he portrayed a screaming dad, showcasing his comedic range and willingness to play against type.

Multiple sources confirm that Stellan Skarsgård made surprise appearances in two sketches during his son Alexander Skarsgård's "Saturday Night Live" hosting debut. In one sketch, Stellan played a father in a Scandinavian drama parody, and in another, he portrayed a screaming dad, showcasing his comedic range and willingness to play against type.

Newly released U.S. government files on Jeffrey Epstein, drawing from multiple sources, are causing international repercussions, including the resignation of a Slovakian official and renewed pressure in Britain for Prince Andrew to cooperate with U.S. investigators regarding his relationship with Epstein. The documents, part of a massive release by the Justice Department, detail Epstein's interactions with numerous powerful figures in politics, business, and philanthropy after his release from jail.

Newly released U.S. government files on Jeffrey Epstein, drawing from multiple sources, are causing international repercussions, including the resignation of a Slovakian official and renewed pressure in Britain for Prince Andrew to cooperate with U.S. investigators regarding his relationship with Epstein. The documents, part of a massive release by the Justice Department, detail Epstein's interactions with numerous powerful figures in politics, business, and philanthropy after his release from jail.

Following the death of actress Catherine O'Hara at age 71 after a brief illness, Apple and Lionsgate canceled The Studio's panel at Apple TV's upcoming press day, as reported by multiple sources. The streamer released a statement mourning the loss of O'Hara, praising her contributions to the show and her overall legacy.

Following the death of actress Catherine O'Hara at age 71 after a brief illness, Apple and Lionsgate canceled The Studio's panel at Apple TV's upcoming press day, as reported by multiple sources. The streamer released a statement mourning the loss of O'Hara, praising her contributions to the show and her overall legacy.

Multiple news sources report that Katlyn Lyon Montgomery was found unconscious in her apartment, initially suspected of a drug overdose, but investigators later determined she was murdered, likely strangled with a charging cord. While her roommate was initially a suspect, he was cleared, and suspicion shifted to her ex-boyfriend, Trenton Frye, after investigators learned of their recent breakup and discovered injuries on Katlyn's head and neck.

Multiple news sources report that Katlyn Lyon Montgomery was found unconscious in her apartment, initially suspected of a drug overdose, but investigators later determined she was murdered, likely strangled with a charging cord. While her roommate was initially a suspect, he was cleared, and suspicion shifted to her ex-boyfriend, Trenton Frye, after investigators learned of their recent breakup and discovered injuries on Katlyn's head and neck.

New York City Mayor Zohran Mamdani appointed Stanley Richards, a former inmate convicted of robbery in the 1980s, as the new commissioner of the Department of Correction, signaling a shift towards a rehabilitation-focused approach to incarceration. Richards, who served time on Rikers Island, will be the first formerly incarcerated person to hold the position, as reported by multiple news sources.

New York City Mayor Zohran Mamdani appointed Stanley Richards, a former inmate convicted of robbery in the 1980s, as the new commissioner of the Department of Correction, signaling a shift towards a rehabilitation-focused approach to incarceration. Richards, who served time on Rikers Island, will be the first formerly incarcerated person to hold the position, as reported by multiple news sources.

Multiple news sources report that House Democrats, led by Hakeem Jeffries, will not expedite the Senate-passed funding package, prolonging the partial government shutdown that began Saturday. This decision forces Republicans to navigate the House Rules Committee before a full vote, delaying a potential resolution until at least Tuesday as they seek to pass the package with a simple majority after the Senate separated funding for the Department of Homeland Security.

Multiple news sources report that House Democrats, led by Hakeem Jeffries, will not expedite the Senate-passed funding package, prolonging the partial government shutdown that began Saturday. This decision forces Republicans to navigate the House Rules Committee before a full vote, delaying a potential resolution until at least Tuesday as they seek to pass the package with a simple majority after the Senate separated funding for the Department of Homeland Security.

Many enterprises have deployed Retrieval-Augmented Generation (RAG) systems to democratize corporate knowledge, but these systems often underperform in industries reliant on technical documentation due to standard RAG pipelines using fixed-size chunking, which disrupts the logic of technical manuals by splitting tables and severing captions. To improve RAG reliability, semantic chunking and multimodal textualization are needed, using layout-aware parsing tools to segment data based on document structure rather than arbitrary character counts, ensuring logical cohesion and table preservation.

Many enterprises have deployed Retrieval-Augmented Generation (RAG) systems to democratize corporate knowledge, but these systems often underperform in industries reliant on technical documentation due to standard RAG pipelines using fixed-size chunking, which disrupts the logic of technical manuals by splitting tables and severing captions. To improve RAG reliability, semantic chunking and multimodal textualization are needed, using layout-aware parsing tools to segment data based on document structure rather than arbitrary character counts, ensuring logical cohesion and table preservation.