(The Epoch Times)—OpenAI on Aug. 5 released two open-weight language models, the company’s first such release since GPT-2 in 2019.
Open-weight models make their training parameters, or weights, publicly available but tend not to provide access to the source code or datasets. Open-source models typically include access to the source code, weights, and methodologies.
With weights publicly accessible, developers can analyze and fine-tune a model for specific tasks without requiring original training data.
The weights for the new gpt-oss-120b and gpt-oss-20b models are free to download for developers to fine-tune and deploy in their own environments, OpenAI said.
“These open models also lower barriers for emerging markets, resource-constrained sectors, and smaller organizations that may lack the budget or flexibility to adopt proprietary models,” OpenAI said in an Aug. 5 statement. “Broad access to these capable open-weights models created in the US helps expand democratic AI rails.”
Amazon announced on Aug. 6 that OpenAI’s open-weight models are now available on its Bedrock generative AI marketplace in Amazon Web Services. It marks the first time an OpenAI model has been offered on Bedrock, Amazon said in a statement.
In May, Meta announced a collaboration with Red Hat to advance open-source AI for enterprise.
American AI companies and the Trump administration have been in broad agreement about the need for the United States to dominate the AI space, which requires the wide adoption of the American AI stack, including the hardware, models, software, applications, and standards.
On July 23, the White House released its AI action plan, which involves removing barriers for companies to accelerate innovation and build out infrastructure, along with using diplomacy to set AI standards internationally.
Chinese AI companies currently dominate the open-source space. Republican senators recently signed a letter asking the Commerce Department to examine data security risks and potential backdoors in Chinese open-source models such as DeepSeek.
Huawei founder Ren Zhengfei told Chinese state-run media in June that Chinese AI development will include “thousands upon thousands of open-source software.” Chinese state-run media Global Times on Aug. 7 published an editorial opining that US efforts to curb China’s AI strategy would fail, as “China has embraced an open-source approach” to meet its vast needs.
Beginning in the 2000s, the Chinese communist regime built open-source software alliances and directed its tech sector to enter the open-source community with the goal of reducing dependency on American proprietary software.
Over time, China has moved from consumer to contributor. According to a 2024 report by GitHub, China was the third biggest contributor of open source software on the platform. Though it is still far from leading in AI globally, it maintains a strong presence in AI open-source software.
Among the concerns about Chinese-run AI models are data harvesting, including for espionage purposes, and a lack of safeguards, which could allow for malware dissemination or the generation of harmful content.
OpenAI notes that once an open-weight model is released, “adversaries may be able to fine-tune the model for malicious purposes.”
To counter this, it fine-tuned the two new models “on specialized biology and cybersecurity data, creating a domain-specific non-refusing version for each domain the way an attacker might” and tested the models to see if they would continue to operate within safety guardrails.
“These processes mark a meaningful advancement for open model safety,” OpenAI stated. The company is also inviting third parties to find and report novel safety issues in its models for a chance to win a $500,000 prize.
Vetting Software for Security
Chris Gogoel, vice president and public sector general manager at mobile app security firm Quokka, says the proliferation of AI apps, especially AI assistant apps, has increased security risks for users exponentially.
It used to be that users would rely on different apps for different functions, segmenting the data collected and permissions given, but AI apps tend to be “do-everything” apps, Gogoel told The Epoch Times.
That elevated data collection translates into more inherent risk, he said. The data collected can also be more sensitive because users may be feeding the apps long passages or instructions revealing in-depth thoughts, intentions, and rationale, rather than simply having access to raw files.
With more data collected, the apps could be bigger targets of a potential breach to extract the data over a network or from a device. The bigger risk is if these apps come from sources that have not been proven to be secure. OpenAI has adopted an approach that values security, but there are plenty of other unvetted AI apps that have been downloaded millions of times, Gogoel said.
“‘What are these applications doing with our data?’ is a very serious question,” Gogoel added.
“The verification of what happens with that data, and where it goes, how it’s protected, becomes even more important, because if that data is misused, on accident or on purpose, you have a serious, serious problem,” he said, pointing to abuse of data being used to create deepfakes and phishing attacks.
Gogoel notes that the declarations a developer makes about what data their app collects may not be what the app does.
Sometimes, the developer might not know this is the case as they are often trying to jump on trends and launch apps in time to rise in the rankings, leading to mistakes like not using proper encryption, he said. They may fail to invest in security, perhaps using open-source software that contains flaws. App stores do not currently require verification of a developer’s declarations, and Gogoel advocates moving to a verify-first approach.
One bad app can spoil the bunch, he said.
Quokka, which began working with the Pentagon around its founding in 2011, provides mobile vetting services to the federal government and other clients, which led the firm to examine TikTok and ByteDance in 2018.
It found that TikTok not only requested ample permissions, but it would also connect with other apps on a user’s device to obtain permissions the user did not explicitly give. So, data collected by trusted applications for legitimate purposes may still present security risks if they come in contact with unvetted apps.
“It’s not something that we should be looking back after something has exploded and the fire is already raging, so to speak, and there’s tens of millions of users. We’re trying to enable, in our work, the ability to verify at every step,” Gogoel said. “Verify as soon as something hits the store, as soon as something hits your device, as soon as this brand new service comes out … that it does what it says on the tin and nothing else.”
Safeguarding Your American Dream: Discover the Power of America First Healthcare
In today’s economy, healthcare costs remain one of the biggest threats to financial stability and family security. Americans work hard to build a better life, yet rising medical expenses can quickly erode savings, force tough trade-offs, and even push families toward debt or bankruptcy. Medical bills continue to rank as the leading cause of personal bankruptcy in the United States, with millions facing underinsurance or unexpected out-of-pocket burdens that no one plans for. Many turn to government-run marketplace plans under the Affordable Care Act, hoping for relief, only to discover that what appears affordable on paper often delivers higher long-term costs, limited real protection, and coverage that may not align with personal values or family needs.
America First Healthcare stands out as a private insurance agency dedicated to helping conservatives and families secure better coverage and better rates through customized, values-aligned options. By conducting free insurance reviews, the agency uncovers hidden gaps in existing policies and connects clients with private alternatives that emphasize personal responsibility, small-government principles, and genuine affordability—often delivering up to 20% savings while providing stronger protection for the American Dream.
The allure of marketplace plans is easy to understand: open enrollment periods, premium tax credits for many households, and the promise of “comprehensive” benefits mandated by law. Yet recent data reveals a different reality, especially after the expiration of enhanced premium subsidies at the end of 2025. Enrollment for 2026 dropped by more than one million people compared to the prior year, with many shifting to lower-tier bronze plans to keep monthly premiums manageable.
These plans feature significantly higher deductibles—averaging around $7,500 nationally—and greater cost-sharing requirements. Families who once paid modest amounts after subsidies now face average premium increases of $65 or more per month, even as they accept plans that leave them responsible for thousands in upfront costs before meaningful coverage kicks in.
High deductibles create a dangerous barrier to care. Studies show that people in such plans are less likely to seek timely treatment for chronic conditions, attend preventive screenings, or fill necessary prescriptions. A seemingly minor illness or injury can balloon into major expenses when patients delay care until problems worsen. For a family of four, a single hospitalization, cancer diagnosis, or unexpected surgery can easily exceed the deductible, triggering coinsurance and out-of-pocket maximums that still leave substantial bills. One recent analysis noted that some proposed changes could push family deductibles toward $31,000 in future years, further exposing households to financial risk.
Beyond the numbers, marketplace plans often carry structural limitations. Coverage for certain critical services may include waiting periods or narrower networks that restrict access to preferred doctors and specialists. Preventive care is required to be covered without cost-sharing, but everything else—lab work, imaging, specialist visits, or ongoing treatment—typically waits until the deductible is met. This reactive model contrasts sharply with the proactive, holistic approach many families prefer, especially those focused on wellness, early intervention, and maintaining health to enjoy life rather than merely reacting to illness.
Values alignment represents another growing concern. Government-influenced plans operate within a framework shaped by federal mandates and political priorities that may not reflect conservative principles of limited government, personal freedom, and ethical stewardship. Families who want to direct their healthcare dollars toward providers and benefits that honor traditional values sometimes find marketplace options feel misaligned, forcing a compromise between affordability and conviction.
Private alternatives, by contrast, offer year-round flexibility without the restrictions of open enrollment windows. Independent agents can shop across a wider range of carriers to design plans tailored to specific family needs—whether that means lower deductibles for frequent medical users, broader provider networks, or add-ons that support wellness and preventive services from day one. Clients frequently report more stable premiums that do not automatically escalate each year, along with genuine cost savings once the full picture of deductibles, copays, and coverage depth is considered.
Take the experience of real families who made the switch. Amanda C. shared that her new plan felt “way better” than what she had through the marketplace. Johnny Y. noted his previous coverage kept increasing annually until he found a more stable private option. Sofia S. expressed delight with her plan and began recommending it to others. These stories echo a common theme: when families move beyond one-size-fits-all government marketplaces, they often discover customized protection that better safeguards both health and finances.
Founder Jordan Sarmiento’s own journey underscores the stakes. In 2021, a six-day hospitalization generated a $95,000 bill. Under a well-structured private “Conservative Care Coverage” plan, his out-of-pocket responsibility would have been just $500. That stark difference illustrates how thoughtful planning and private options can prevent a medical event from becoming a financial catastrophe.
Practical steps exist for anyone questioning their current coverage. Start with a no-obligation review of your existing policy to identify gaps—high deductibles, limited critical-care benefits, or escalating premiums. Compare total projected costs (premiums plus potential out-of-pocket expenses) rather than monthly premiums alone. Consider family health history, anticipated needs, and lifestyle priorities. Private agencies can present side-by-side options that include stronger wellness incentives, broader access, and plans built on shared values of self-reliance and freedom.
In an era when healthcare inflation continues to outpace general cost-of-living increases, relying solely on marketplace solutions carries growing risk. Families who proactively explore private alternatives frequently achieve meaningful savings while gaining peace of mind that their coverage truly works when needed most.
America First Healthcare makes this exploration straightforward through its free review process. Families and individuals receive personalized guidance to close coverage holes, reduce unnecessary expenses, and secure plans that align with conservative principles—protecting wallets, health, and the American Dream without government overreach. Many who complete a review discover they can enjoy better benefits for less, often saving up to 20% while gaining the customization and stability that marketplace plans struggle to deliver.
Ultimately, protecting your family’s future requires looking beyond the marketing of “affordable” government options. By understanding the long-term costs hidden in high deductibles, shifting coverage tiers, and values mismatches, Americans can make empowered choices. Private, values-driven insurance offers a smarter path—one that rewards diligence, supports wellness, and delivers real security. For those ready to move beyond the limitations of traditional marketplace plans, a simple review can reveal options designed to serve families, not bureaucracies. The American Dream thrives when individuals and families retain control over their healthcare decisions, and thoughtful private coverage plays a vital role in making that possible.