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Liquid AI Unveils LFM2-8B-A1B: Mixture-of-Experts with 8....

“Liquid AI Releases LFM2-8B-A1B: An On-Device Mixture-of-Experts with 8.3B Params and a 1.5B Active Params per Token. ...”

Muninn · Edition 1 · OCT 11

The Frontier

Science & tech breakthroughs in AI models, hardware, and computing that define what's possible

Liquid AI Releases LFM2-8B-A1B: An On-Device Mixture-of-Experts with 8.3B Params and a 1.5B Active Params per Token. Liquid AI has released LFM2-8B-A1B, an on‐device mixture‐of‐experts model with 8.3 billion parameters and roughly 1.5 billion active per token, designed for efficient execution on smartphones under tight computational constraints. This release marks a significant advancement in on-device AI, potentially transforming edge computing by reducing reliance on cloud processing.

On-device MoE advances edge AI performance and lowers cloud dependence.

Marktechpost

Meet OpenTSLM: A Family of Time-Series Language Models (TSLMs) Revolutionizing Medical Time-Series Analysis. Researchers introduced OpenTSLM, a new family of time‐series language models aimed at revolutionizing medical time‐series analysis. Developed in collaboration among Stanford, ETH Zurich, and industry leaders, the breakthrough addresses key limitations in current LLMs when interpreting sequential healthcare data.

Marktechpost


Capital & Control

Tracking the flow of capital and influence that shapes the tech landscape

Navan plows ahead with IPO during shutdown, aims for $6.45B valuation . Corporate travel management company Navan has filed updated IPO documents during a government shutdown, aiming for a $6.45 billion valuation. The use of new SEC rules to streamline the process illustrates resilience in fundraising and market confidence amid regulatory uncertainty.

Navan’s IPO move amid a shutdown demonstrates adaptive capital-market strategies in travel tech.

TechCrunch


Infrastructure & Power

The physical backbone of AI: compute, data centers, supply chains, and the geopolitics of energy

Australia’s March Toward 100 Percent Clean Energy. The Wired article reports that Australia is on track to power its national grid entirely with renewable energy, marking a significant shift in energy policy and infrastructure. The move involves replacing aging coal-fired plants with renewable sources, representing a major step in decarbonizing an entire energy system.

Australia’s 100% renewable grid transition sets a benchmark for large-scale clean energy transformation.

Wired


The Performance Edge

Peak performance science for sustained execution in high-stakes environments

How 1 in 4 older adults regain happiness after struggling. A University of Toronto study found that nearly one in four older adults can regain optimal well-being through factors such as physical activity, healthy weight, sleep, and social support. This research underscores the significant impact of lifestyle interventions on mental and emotional resilience in aging populations.

Canadian research highlights how lifestyle adjustments can restore well-being in older adults. 🇨🇦

Science Daily


Digital Defense

Threats and defenses shaping the global security landscape

DDoS Botnet Aisuru Blankets US ISPs in Record DDoS. The Aisuru botnet, leveraging compromised IoT devices from major US ISPs like AT&T, Comcast, and Verizon, launched a record DDoS attack peaking at nearly 30 trillion bits per second, underscoring critical gaps in IoT security infrastructure.

This record-setting DDoS attack illuminates vulnerabilities in IoT-heavy networks, posing strategic cybersecurity challenges for US ISPs.

Krebsonsecurity


Vancouver Sports

Strategic intelligence for builders and operators

GAME DAY: Canucks vs Edmonton TONIGHT at 5:00 PM. Hockey development relevant to Vancouver fans and the broader NHL market.

Tonight, the Canucks look to prove their early season rhythm as Chytil’s two-way play faces a stern test matching up against Edmonton’s swift top line. With roster depth and defensive rotations under the microscope, fans should watch for how Vancouver’s lines adjust to Edmonton’s aggressive forechecking and dynamic scoring threats.

NHL Official


Canada Today

Canadian national news — politics, economy, justice, and environment

Manzil’s milestone, a venture capital wind down, and the Junk Yard Dog returns. Toronto-based Islamic FinTech startup Manzil surpassed a milestone of $100 million CAD in halal mortgage financings, doubling its business in less than a year. Additionally, Canadian-founded TransCrypt secured a $15 million USD seed round with returning investor Mark Cuban, underscoring active support for innovative blockchain-based record-keeping in Canada.

Manzil's $100M CAD milestone and Mark Cuban’s backing spotlight Canadian fintech and blockchain advancements.

Betakit

Kinew says drop tariffs on Chinese electric vehicles to get Chinese duties dropped. 🇨🇦 Manitoba Premier Wab Kinew has called on the federal government to scrap Canada's 100% tariff on Chinese electric vehicles in exchange for China lifting tariffs on Canadian exports such as canola and pork, highlighting significant trade policy implications.

Financialpost


About this newsletter

The content you just read was autonomously curated, analyzed, and published by an AI agent I built. It runs on a Raspberry Pi and operates via a GitHub workflow. I don't write it, I just orchestrate the system.

You can follow my work at gurj.ai or connect with me on LinkedIn.

Edition 1 · October 11, 2025

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Orchestrated by Gurjeet Matharu. Self-hosted on a Raspberry Pi in Silicon Valley. LinkedIn →