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Opinion: How data can raise confidence in cannabis mold testing methods

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In 2023, more than 155 million Americans, nearly half the U.S. population, will live in one of the 39 states or Washington DC in which marijuana is legalized for medical use.

As demand for cannabis continues to trend upward, there’s been an increase of product cultivation to meet this growing demand, resulting in a correlating uptick in the volume of microbiology testing required to ensure product can be released into the market.

Cannabis is a high-maintenance, agricultural commodity with complex cultivation considerations.

If you’re involved in any part of the seed-to-sale process, you must anticipate that a portion of your product will fail state limits – the standard failure rate for the industry is 10%-20% of the product that is tested.

On the lookout for aspergillus

The most common cause of failure is high levels of fungal, or mold, contamination, specifically with a subset of aspergillus species, which is a known human pathogen.

The increase of the volume of testing in recent months has returned a corresponding rise of aspergillus detection among product sampling, resulting in a dangerous emerging narrative that the results are “false” positives, casting doubt on the validity of aspergillus testing methods as a whole.

The reality is that this false positive narrative is a mirage: Diagnostic data testing shows that the average positive detection rate for aspergillus maintains failure rates of 10%-20%, even as volume of testing increases.

The aspergillus mold is a primary focus for diagnostic testing in cannabis, as inhalation can cause infection – and even death – in immunocompromised or medical patients.

Aspergillus is everywhere and anywhere you go. The genus has more than 250 identified species and spores rapidly and easily dispersed through air, soil and water and, as a result, is highly present in the cannabis cultivation process.

Much of the current cannabis diagnostic testing conversation across the industry surrounds how the data collected can ensure confidence in testing methods and results while also providing a clear line of sight into process gaps that must be adjusted for.

Data tells the story

Diagnostic data collected from testing should tell a story that raises confidence in testing-method design and the validity of results.

If your failure rate is above 20%, this can likely be attributed to a gross failure of either the testing methodology or a significant breach of sanitary conditions in production.

In evaluating your testing methodology, the most important considerations include:

• Fit for purpose: There is a growing number of diagnostic testing solutions on the market as cannabis production fails.

Sometimes, even state-level remediation efforts allow for labs to retest samples on a different application, which can lead to result discrepancies.

It’s important for you to ensure that your testing method has been fit for purpose and designed for your specific lab – otherwise, you’re getting skewed results.

To explain this further – and with a cooking analogy – a deep oil fryer and air fryer return similar results in the kitchen, but the methodology in which they cook is different, requiring unique adjustments between these appliances to ensure a similar, but not exact, outcome.

This is the same in the cannabis testing field – you can’t simply run a sample on a secondary method that isn’t designed for your lab and have confidence in the results. The fact that the method is fit for purpose is essential.

• Access to peer-reviewed data: The backbone of the scientific industry is community collaboration to verify results. Your methodology should be peer reviewed in credible, third-party scientific journals for endorsement.

This peer-review process should include reference to the method’s specificity, or its ability to detect target strains and differentiate them from nontargets.

This testing includes both wet lab analysis and in silico analysis.

In silico, data is gathered in the method design process through computer simulations of the method’s targets against known databases of bacterial or fungal DNA to ensure consideration of the inclusion of the community’s collective knowledge base of the target organism(s).

You don’t have to be a scientist or microbiologist to understand the peer-reviewed process – when in the consideration stage, you can ask your testing partner directly for the peer reviewed data for your reference.

• Diagnostic collaboration: One thing always remains true – you can’t test your way into compliance.

Data is only as good as your plan of what to do with it, and you don’t have to tackle your process gaps alone.

Confidence in diagnostic testing is best achieved when there is a true collaboration between the method developer and their testing partner.

No method developer expects labs to understand everything about testing on their own.

Testing is a necessary and vital part of success in the cannabis industry, so look for partners that offer data analysis, remediation guidance, field visits and attention to your specific considerations to drive compliance within your existing process.

You must anticipate the common result of testing positive for aspergillus and have confidence in your testing method.

Given the nature of aspergillus, it’s best practice to assume that your aspergillus positives are true positives.

The best way to do this is to regularly review data to develop proactive plans to address gaps in your process to lower your failure rate to align with industry standards.

Pat Bird is the senior manager of scientific affairs at bioMérieux, based in Cincinnati, Ohio. He can be reached at patrick.bird@biomerieux.com.

Source: https://mjbizdaily.com/how-data-can-raise-confidence-in-cannabis-mold-testing-methods/

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Jio’s 1,600-Satellite LEO Constellation Gets Technical Green Light

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Reliance Jio has crossed a significant milestone in its space connectivity ambitions after its proposal to deploy a Low Earth Orbit (LEO) satellite constellation of around 1,600 satellites received a positive technical assessment from the Indian National Space Promotion and Authorisation Centre (IN-SPACe).

The evaluation, conducted jointly by IN-SPACe, the Indian Space Research Organisation (ISRO), and the Wireless Planning and Coordination (WPC) wing of the Department of Telecommunications, reportedly concluded that Jio’s proposed system meets the required technical standards and is comparable to leading global satellite broadband networks.

India’s Indigenous LEO Satellite Vision

Under the proposal, Reliance Jio plans to deploy between 1,600 and 1,650 satellites in Low Earth Orbit at an altitude of around 650 kilometres.

The planned constellation is expected to provide high-speed satellite connectivity across India, with approximately 32 satellites visible from any location at a given time. The company aims to roll out the network within the next two to three years, subject to regulatory approvals.

According to industry estimates, the satellite system could deliver 4.5 to 5 terabits per second (Tbps) of total data capacity, making it one of the largest satellite broadband projects proposed in India.

The project is expected to require an investment of $10–15 billion (approximately ₹95,000 crore to ₹1.42 lakh crore), reflecting the scale of infrastructure needed for satellite manufacturing, launches, ground stations, and user terminals.

Regulatory Process Moves Forward

Following the successful technical review, the proposal is expected to move into the next phase of regulatory approvals.

The government may now assist Jio in securing orbital slots, coordinating spectrum usage, and filing applications with the International Telecommunication Union (ITU), the global body responsible for managing satellite orbit and frequency allocations.

Obtaining orbital rights remains a critical step, as Low Earth Orbit has become increasingly competitive due to the growing number of satellite broadband projects being planned worldwide.

Officials also indicated that the proposed satellite architecture has been designed to coexist with future Indian LEO constellations, allowing multiple domestic operators to share orbital resources efficiently.

Broadband, Mobile Connectivity, and Strategic Applications

Jio plans to use the satellite network to provide a range of communication services, including satellite broadband, mobile backhaul, enterprise connectivity, and direct-to-device (D2D) satellite communication, particularly in remote and underserved regions where conventional telecom infrastructure is limited.

The company also intends to establish 20 to 22 ground stations across India to support network operations.

Apart from commercial telecommunications, officials have highlighted the project’s potential strategic importance. A domestically developed satellite constellation could strengthen India’s communication infrastructure, reduce dependence on foreign satellite operators, and support national security requirements.

Reports suggest preliminary discussions are underway regarding the possibility of integrating defence-related payloads into some satellites, enabling both civilian and strategic use.

Major Step for India’s Space and Telecom Sectors

Industry analysts view the technical clearance as an important milestone in India’s expanding private space ecosystem. If Jio secures the remaining regulatory approvals and international orbital clearances, the project could become the country’s first large-scale indigenous LEO satellite broadband network.

The initiative also aligns with India’s broader efforts to expand digital connectivity while strengthening its presence in the global satellite communications market.

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Alleged Crores Pharma Scam Mastermind Arrested from Surat

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After evading law enforcement for nearly 13 years, an accused linked to a large-scale pharmaceutical fraud case has been arrested by Delhi Police from Surat, Gujarat. The suspect is alleged to have orchestrated a series of financial scams involving fake identities, forged documents, and dishonoured cheques used to procure high-value pharmaceutical raw materials.

Authorities say the accused, identified as Himmat Singh Lodha, is believed to have defrauded multiple pharmaceutical companies in Delhi of goods worth approximately ₹98 lakh before disappearing and remaining underground for years.

Fake Business Deals and Dishonoured Cheques Used in Fraud

Investigators claim the accused posed as a legitimate pharmaceutical trader and placed bulk orders for expensive drug ingredients, offering post-dated cheques as payment security.

In one documented case from 2013, he allegedly obtained around 550 kilograms of Gliclazide, a diabetes-related pharmaceutical ingredient, valued at over ₹26 lakh. When suppliers attempted to encash the cheques, they were reportedly returned with the remark “account closed.”

Following the transaction, the accused allegedly vacated his office and rented residence and disappeared without settling payments. He was later declared a proclaimed offender in 2016 after repeatedly failing to appear before court proceedings. Authorities had also issued a reward for information leading to his arrest.

Multiple Identities and Repeated Fraud Pattern

Police investigations further link the accused to another cheating case dating back to 2012, where he allegedly used a fake identity, “Kailash Jain,” to obtain a large consignment of Ambroxol HCL, a pharmaceutical compound used in cough medications. The value of that consignment was estimated at around ₹72 lakh.

Officials believe the accused followed a consistent modus operandi—posing as a credible businessman, securing high-value goods on deferred payment terms, and then disappearing after delivery while shutting down business operations.

Investigators suspect that forged business records, fake company credentials, and fabricated financial histories were used to build trust with suppliers and gain access to expensive raw materials.

Multi-State Surveillance Leads to Arrest in Surat

A special Crime Branch team tracked the accused through coordinated surveillance efforts across multiple cities, including Mumbai, Ahmedabad, and Surat. After nearly a month of technical monitoring and intelligence gathering, officials located and arrested him from a residential area in Surat.

Authorities also revealed that the accused had been involved in property-related activities while staying under the radar to avoid detection.

Growing Threat of Corporate Identity Fraud

The case highlights a rising trend of organised financial fraud targeting industries that rely heavily on trust-based transactions and deferred payments. Experts note that criminals increasingly exploit gaps in corporate verification systems by using fake GST registrations, temporary offices, and forged documentation to appear legitimate.

Cybercrime and financial fraud specialists warn that such schemes are becoming more complex with the widespread availability of digital business tools, making it easier to create convincing but fraudulent corporate identities.

Experts Urge Stronger Due Diligence in High-Value Transactions

Experts, including former IPS officer and cybercrime specialist Prof. Triveni Singh, emphasize the need for stricter verification procedures in commercial dealings. He noted that relying solely on paperwork or digital business profiles can expose companies to significant financial risk.

Authorities and industry experts recommend physical verification of business operations, bank account validation, and detailed background checks before engaging in high-value or deferred-payment transactions—particularly in sectors like pharmaceuticals, where single consignments can involve transactions worth crores.

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EU Pressure Builds on Google as Regulators Face Calls for Massive Fine Over Search Practices

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A growing coalition of European industry groups is intensifying pressure on regulators to take decisive action against Google over allegations of unfair search practices that could reshape competition rules across the region’s digital economy.

Investigation Under Digital Markets Act Gains Momentum

The case is being examined by the European Commission under the European Union’s landmark Digital Markets Act (DMA), introduced to curb the dominance of major technology platforms and ensure fair competition.

Launched in March 2024, the investigation focuses on whether Google has been prioritising its own services in search results, potentially disadvantaging rival businesses that rely on online visibility to reach customers.

Industry Groups Demand Swift Action

Several prominent European organizations have jointly urged regulators to conclude the probe without further delay. They argue that prolonged investigations allow alleged anti-competitive practices to continue, putting European companies—especially startups—at a disadvantage.

Signatories include the European Publishers Council, the European Magazine Media Association, the European Tech Alliance, and EU Travel Tech.

In a joint statement, these groups warned that delays in enforcement are affecting innovation, profitability, and growth prospects for regional businesses competing in digital markets.

Google Denies Allegations

Google has rejected claims of bias, stating that its search algorithms are designed to deliver the most relevant and useful results to users. The company has also proposed adjustments to address regulatory concerns.

However, critics argue that these changes are insufficient and fail to address the core issue of market dominance.

Potential Billion-Euro Penalties

If found in violation of the DMA, Google could face significant financial penalties. Under EU rules, fines can reach a substantial percentage of a company’s global turnover, potentially amounting to billions of euros.

Regulators may also impose corrective measures requiring changes to business practices, which could have long-term implications for how digital platforms operate in Europe.

Wider Implications for Big Tech

The case highlights ongoing tensions between European regulators and major U.S. technology firms. In recent years, the EU has taken a more aggressive stance in enforcing competition laws, aiming to create a level playing field for local businesses.

A final ruling against Google could set a major precedent, influencing future enforcement actions and shaping the regulatory landscape for global tech companies operating within Europe.

As scrutiny intensifies, the outcome of the investigation is expected to play a critical role in defining the future of digital competition across the European Union.

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