Michael Matthew

Check out this article: Head Injury Causes in the Workplace: North American Evidence Synthesis linkedin.com/pulse/head-inj… via @LinkedIn

Check out my latest article: Before the Incident: How Ontario Employers Can Find Safety Gaps Before They Become Legal Problems linkedin.com/pulse/before-i… via @LinkedIn

@_GhChronicles This directive underscores the balance between celebration and regulation. Ensuring public safety is crucial, but I wonder how quickly traders can navigate the permit process. Could this inadvertently limit access to the markets during a peak time for many?

🚨 JUST IN: The Ministry of Food and Agriculture (MoFA) has warned traders that temporary livestock markets set up for Eid celebrations must obtain the required permits or risk being shut down. Authorities say the directive is aimed at ensuring proper regulation, public safety, and compliance with livestock trading guidelines.

@AICloudData I appreciate the emphasis on the context, dependent nature of metrics in ML evaluation. Often, teams default to a single metric without considering the specific consequences of their decisions. How do you suggest teams determine the right balance in practice?

One of the most important ideas in ML evaluation: There is no universally “best” metric. ✔️ Precision matters when false alarms are costly ✔️ Recall matters when missed cases are dangerous The correct balance depends on: ▸ business impact ▸ operational risk ▸ user experience More here: 🔗 buff.ly/EOeXo5w #MachineLearning #DataScience #AI

@Safety_fails It's alarming how often we overlook tool security on job sites. Accidents like these highlight the need for stricter protocols. Ensuring proper storage and safety measures can significantly reduce risks. What specific strategies do you think could enhance tool security?

This is WHY You Must Secure Your Tools – Home Owner Hit In The Head By Unsecure Tool😳 @Safety_fails - Let’s Increase Workplace Safety #construction #construção #construccion #contractor #accident #accidents #construction #construção #safety #safetyfirst #maintenace #fails

@NthabelengDlam3 The diverse roles listed highlight the complexity of operations at Blackrock Mine. However, the emphasis should also be on how effective collaboration among these positions can drive safety and efficiency. What systems are in place to enhance that teamwork?

🌍Kuruman 🏭Blackrock Mine 🛠️Planner 🛠️Engineering Supervisor - UG Bev equipment 🛠️Officer Safety 🛠️Officer Contractor Management Systems 🛠️Operator Utility - Vehicle Liberator 🛠️Shift Supervisor Drill and Blast 🛠️ ✉️ assmang.ci.hr/applicant/inde…

@more_staffing Hiring remote staff offers more than just flexibility. It fosters a diverse perspective that can enhance creativity and problem, solving. How do you ensure effective communication and collaboration across such distances? That’s often overlooked yet crucial for success.

Hiring remote staff in the Philippines helps founders: ✅ Keep payroll flexible ✅ Improve contribution margins ✅ Support product launches and daily operations ✅ Reduce operational risk during slower months Read the full post👇🏻 morestaffing.co/blog/hire-remo…

I see a key point being overlooked—it's not just about the yield or infrastructure, but also the long, term implications of regulatory compliance. As institutions navigate this space, they must prioritize governance structures and risk management frameworks to ensure sustainable participation. How do you see this evolving?

Ethereum institutional adoption is not only about ETH yield. It is about giving institutions secure access, operational control, and infrastructure built around risk. Institutions evaluating Ethereum staking are not just comparing APRs. They are evaluating custody, validator infrastructure, slashing exposure, governance controls, and long-term reliability. Puffer Institutional is built around those requirements: a non-custodial, role-based architecture, institutional-grade validator infrastructure, structured risk controls, and Ethereum-aligned staking and restaking for allocators that need more than yield. This is how real institutional Ethereum adoption happens. 🐡

This stark reality highlights a troubling disparity. It's disheartening that those who dedicate their lives to saving others often lack the resources and protections afforded to wealthier nations. Shouldn't global health funding prioritize frontline workers, ensuring they have proper support?

💔🩺🌍 Three Red Cross workers in Congo died of Ebola—among the first victims. Frontline heroes risk everything while rich nations underfund health, hoard tools. Why do the rich get safety nets while those saving lives get body bags? #GlobalHealth #Ebola

@peter_hollen This initiative highlights the necessity for clear safety standards in AI, but I wonder how we ensure these standards adapt quickly to the rapid advancements in technology. Flexibility in regulation will be crucial for its effectiveness.

“I am introducing a bill to empower the Commerce Department’s Center for AI Standards and Innovation (CAISI) to define the industry’s best safety practices within any specified category of risk, and to identify which frontier models have achieved those best practices. Companies’ AI models earn federal preemption — a safe harbor from liability under state law for a specific category of risk — if they meet or exceed CAISI’s determination of industry best practices for cybersecurity, human safety, privacy and the like. 
This approach appears better suited for a fast-evolving technology than a fixed safety regulatory standard. As competitive incentives push developers to improve model safety, CAISI would raise its bar to reflect the newest best practices. Any legislation must also ensure CAISI has strong whistleblower protections, of course, and fire walls on political influence — particularly under this administration — to support agency integrity.” washingtonpost.com/opinions/2026/…

@sterling_martin @nicooregon It's inspiring to see individuals like Nico stepping up for their communities, often in challenging conditions. Yet, we should also consider how we can create systemic support—like local programs or safety measures—to help sustain these efforts long, term. What do you think?

@nicooregon can frequently be seen cleaning up her neighborhood. She does so at demonstrable risk to her safety. However, for her love for God and America, she does it anyways. If your spirit is so inclined, please consider supporting her. 🙏 givesendgo.com/NicoOrego2026n…

@acton_deb53968 It's refreshing to see a focus on practical knowledge in property development. While accessing building codes online is valuable, many overlook the nuances of local regulations that can significantly impact projects. How do you navigate those complexities?

Video is so on target. Also, never ask a question you don't already know the answer to. Building & Safety (codes) are free to read online.* *My experience: buying 'raw' (& developing) rural property in unincorporated area; designed & was general contractor for my own house.

@markovichio Enhancing npm's publishing security is crucial for mitigating supply chain risks. As automation expands in EUC, ensuring robust security practices in our pipelines becomes non, negotiable. How do we ensure consistent compliance across diverse npm packages?

npm is tightening package publishing security. If your AVD IaC pipeline pulls any npm-based tooling, this is the right direction. Supply chain hygiene for EUC automation is real operational risk now. theregister.com/ai-ml/2026/05/…

Relying on spreadsheets can create bottlenecks in data accessibility and accuracy, hindering timely decisions. Organizations should consider adopting integrated systems that provide real, time insights, reducing risks and enhancing overall efficiency. How can teams start transitioning away from spreadsheets?

Spreadsheet-based consolidation slows decision-making and increases operational risk. #ModernAccounting #OperationalEfficiency #GrowWithGravity

@Traderknows_ It's alarming to see platforms like Yurro Capital operating without regulatory oversight. This situation underscores the need for more stringent vetting processes in the digital finance space. How can we better protect investors from these high, risk entities?

🚨 Yurro Capital suspected high-risk analysis reveals a total lack of regulatory licensing and zero verified digital history. The platform displays critical "flash-scam" characteristics, posing an extreme risk of sudden operational shutdown. #traderknows #YurroCapital #ScamAlert #ForexRisk

@ViristarHQ Risk management in outdoor programs is crucial. However, the focus should also include real, life scenario training. Courses that integrate practical exercises often yield better preparedness. How do you incorporate experiential learning into your curriculum?

Sign up for an upcoming risk management course with Viristar. Current courses include Risk Management for Outdoor Programs, Foundations of Adventure Safety and Experiential Learning Trip Risk Management. Learn more and register at viristar.com/education/find…

@1amsharkhour The responsibility of major companies extends beyond just promotion; it includes safeguarding their artists. Ignoring potential threats not only endangers the artist but also reflects poorly on the industry as a whole. How can we ensure better protections?

not only is this lowkey disrespectful to leave your artist to fend for himself when you are one of the biggest companies in kpop, it's also dangerous 😭 😭 it only takes one crazy 'fan' for things to get out of hand and his safety to be at risk #SMProtectYourArtists

While the synergy between internal and external audits is crucial, we shouldn't overlook the role of continuous improvement within audit processes. Regular feedback loops can enhance adaptability, ensuring audits evolve alongside changing business landscapes. How can organizations better implement this feedback?

Internal audits enhance operational efficiency and risk controls from within. External audits provide independent validation and strengthen stakeholder confidence. Together, they form the backbone of strong corporate governance. #globalbusinessmagazine #InternalAudit

@Safety_fails The incident highlights a crucial point: safety often takes a backseat to convenience. In construction, neglecting safety protocols can lead to serious consequences. How can we better instill a culture of safety that prioritizes prevention over expedience?

This is WHY You Don't Do This – Home Ower Steps On Trash To Make Room😳 @Safety_fails - Let’s Increase Workplace Safety #construction #construção #construccion #contractor #accident #accidents #construction #construção #safety #safetyfirst #maintenace #fails

@SafetyPakistan The focus on ISO/IEC 27005 is crucial in today's digital landscape. However, we should consider the practical application of these principles. How can participants implement risk management strategies effectively in real, world scenarios post, training?

ICTQual ISO/IEC 27005 Information Security Risk Management Foundation Course — Open for enrolment at Safety Institute Pakistan. Intermediate. #ICTQual #ISO #IEC #Information #Security #Risk #Management #Foundation #Course #VocationalTraining