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Brands That You Didn’t Know Use Shopify

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Brands That You Didn’t Know Use Shopify

by Gonzalo Wangüemert Villalba

4 September 2025

Introduction The open-source AI ecosystem reached a turning point in August 2025 when Elon Musk’s company xAI released Grok 2.5 and, almost simultaneously, OpenAI launched two new models under the names GPT-OSS-20B and GPT-OSS-120B. While both announcements signalled a commitment to transparency and broader accessibility, the details of these releases highlight strikingly different approaches to what open AI should mean. This article explores the architecture, accessibility, performance benchmarks, regulatory compliance and wider industry impact of these three models. The aim is to clarify whether xAI’s Grok or OpenAI’s GPT-OSS family currently offers more value for developers, businesses and regulators in Europe and beyond. What Was Released Grok 2.5, described by xAI as a 270 billion parameter model, was made available through the release of its weights and tokenizer. These files amount to roughly half a terabyte and were published on Hugging Face. Yet the release lacks critical elements such as training code, detailed architectural notes or dataset documentation. Most importantly, Grok 2.5 comes with a bespoke licence drafted by xAI that has not yet been clearly scrutinised by legal or open-source communities. Analysts have noted that its terms could be revocable or carry restrictions that prevent the model from being considered genuinely open source. Elon Musk promised on social media that Grok 3 would be published in the same manner within six months, suggesting this is just the beginning of a broader strategy by xAI to join the open-source race. By contrast, OpenAI unveiled GPT-OSS-20B and GPT-OSS-120B on 5 August 2025 with a far more comprehensive package. The models were released under the widely recognised Apache 2.0 licence, which is permissive, business-friendly and in line with requirements of the European Union’s AI Act. OpenAI did not only share the weights but also architectural details, training methodology, evaluation benchmarks, code samples and usage guidelines. This represents one of the most transparent releases ever made by the company, which historically faced criticism for keeping its frontier models proprietary. Architectural Approach The architectural differences between these models reveal much about their intended use. Grok 2.5 is a dense transformer with all 270 billion parameters engaged in computation. Without detailed documentation, it is unclear how efficiently it handles scaling or what kinds of attention mechanisms are employed. Meanwhile, GPT-OSS-20B and GPT-OSS-120B make use of a Mixture-of-Experts design. In practice this means that although the models contain 21 and 117 billion parameters respectively, only a small subset of those parameters are activated for each token. GPT-OSS-20B activates 3.6 billion and GPT-OSS-120B activates just over 5 billion. This architecture leads to far greater efficiency, allowing the smaller of the two to run comfortably on devices with only 16 gigabytes of memory, including Snapdragon laptops and consumer-grade graphics cards. The larger model requires 80 gigabytes of GPU memory, placing it in the range of high-end professional hardware, yet still far more efficient than a dense model of similar size. This is a deliberate choice by OpenAI to ensure that open-weight models are not only theoretically available but practically usable. Documentation and Transparency The difference in documentation further separates the two releases. OpenAI’s GPT-OSS models include explanations of their sparse attention layers, grouped multi-query attention, and support for extended context lengths up to 128,000 tokens. These details allow independent researchers to understand, test and even modify the architecture. By contrast, Grok 2.5 offers little more than its weight files and tokenizer, making it effectively a black box. From a developer’s perspective this is crucial: having access to weights without knowing how the system was trained or structured limits reproducibility and hinders adaptation. Transparency also affects regulatory compliance and community trust, making OpenAI’s approach significantly more robust. Performance and Benchmarks Benchmark performance is another area where GPT-OSS models shine. According to OpenAI’s technical documentation and independent testing, GPT-OSS-120B rivals or exceeds the reasoning ability of the company’s o4-mini model, while GPT-OSS-20B achieves parity with the o3-mini. On benchmarks such as MMLU, Codeforces, HealthBench and the AIME mathematics tests from 2024 and 2025, the models perform strongly, especially considering their efficient architecture. GPT-OSS-20B in particular impressed researchers by outperforming much larger competitors such as Qwen3-32B on certain coding and reasoning tasks, despite using less energy and memory. Academic studies published on arXiv in August 2025 highlighted that the model achieved nearly 32 per cent higher throughput and more than 25 per cent lower energy consumption per 1,000 tokens than rival models. Interestingly, one paper noted that GPT-OSS-20B outperformed its larger sibling GPT-OSS-120B on some human evaluation benchmarks, suggesting that sparse scaling does not always correlate linearly with capability. In terms of safety and robustness, the GPT-OSS models again appear carefully designed. They perform comparably to o4-mini on jailbreak resistance and bias testing, though they display higher hallucination rates in simple factual question-answering tasks. This transparency allows researchers to target weaknesses directly, which is part of the value of an open-weight release. Grok 2.5, however, lacks publicly available benchmarks altogether. Without independent testing, its actual capabilities remain uncertain, leaving the community with only Musk’s promotional statements to go by. Regulatory Compliance Regulatory compliance is a particularly important issue for organisations in Europe under the EU AI Act. The legislation requires general-purpose AI models to be released under genuinely open licences, accompanied by detailed technical documentation, information on training and testing datasets, and usage reporting. For models that exceed systemic risk thresholds, such as those trained with more than 10²⁵ floating point operations, further obligations apply, including risk assessment and registration. Grok 2.5, by virtue of its vague licence and lack of documentation, appears non-compliant on several counts. Unless xAI publishes more details or adapts its licensing, European businesses may find it difficult or legally risky to adopt Grok in their workflows. GPT-OSS-20B and 120B, by contrast, seem carefully aligned with the requirements of the AI Act. Their Apache 2.0 licence is recognised under the Act, their documentation meets transparency demands, and OpenAI has signalled a commitment to provide usage reporting. From a regulatory standpoint, OpenAI’s releases are safer bets for integration within the UK and EU. Community Reception The reception from the AI community reflects these differences. Developers welcomed OpenAI’s move as a long-awaited recognition of the open-source movement, especially after years of criticism that the company had become overly protective of its models. Some users, however, expressed frustration with the mixture-of-experts design, reporting that it can lead to repetitive tool-calling behaviours and less engaging conversational output. Yet most acknowledged that for tasks requiring structured reasoning, coding or mathematical precision, the GPT-OSS family performs exceptionally well. Grok 2.5’s release was greeted with more scepticism. While some praised Musk for at least releasing weights, others argued that without a proper licence or documentation it was little more than a symbolic gesture designed to signal openness while avoiding true transparency. Strategic Implications The strategic motivations behind these releases are also worth considering. For xAI, releasing Grok 2.5 may be less about immediate usability and more about positioning in the competitive AI landscape, particularly against Chinese developers and American rivals. For OpenAI, the move appears to be a balancing act: maintaining leadership in proprietary frontier models like GPT-5 while offering credible open-weight alternatives that address regulatory scrutiny and community pressure. This dual strategy could prove effective, enabling the company to dominate both commercial and open-source markets. Conclusion Ultimately, the comparison between Grok 2.5 and GPT-OSS-20B and 120B is not merely technical but philosophical. xAI’s release demonstrates a willingness to participate in the open-source movement but stops short of true openness. OpenAI, on the other hand, has set a new standard for what open-weight releases should look like in 2025: efficient architectures, extensive documentation, clear licensing, strong benchmark performance and regulatory compliance. For European businesses and policymakers evaluating open-source AI options, GPT-OSS currently represents the more practical, compliant and capable choice.  In conclusion, while both xAI and OpenAI contributed to the momentum of open-source AI in August 2025, the details reveal that not all openness is created equal. Grok 2.5 stands as an important symbolic release, but OpenAI’s GPT-OSS family sets the benchmark for practical usability, compliance with the EU AI Act, and genuine transparency.

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Trump-Linked Crypto Tokens Plunge, Renewed Backlash Erupts

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Crypto Breaking News

Trump-associated memecoins have entered a volatile stretch, with both the Official Trump token (TRUMP) and the World Liberty Financial (WLFI) governance token sliding toward new lows as regulatory scrutiny and questions about tokenomics weigh on market sentiment. Data show the TRUMP token trading in the low double digits of dollars and WLFI hovering near single-centre cents, underscoring the fragility of celebrity-backed crypto ventures in a tightening regulatory climate.

According to market data, the TRUMP memecoin fell to an all-time low near $2.73 in March 2026 and was trading around $2.86 at the time of reporting, per CoinGecko. The WLFI token, promoted as a DeFi governance token associated with a Trump-linked project co-founded by the former president’s sons, tumbled to about $0.07, a drop of roughly 75% from its all-time high near $0.31 reached in September 2025. The TRUMP token had previously peaked above $73 in January 2025, illustrating the dramatic reversal from fevered debut to current caution.

Key takeaways

  • TRUMP token prices reached an all-time high above $73 in January 2025, but by March 2026 had fallen to about $2.73, trading near $2.86.
  • WLFI, the governance token tied to a Trump-linked DeFi project, hit an all-time low of about $0.07, after peaking around $0.31 in September 2025—roughly a 75% decline.
  • The collapse in these meme coins underscores the volatility of celebrity-backed crypto projects and the risks of token economics that depend on ongoing hype rather than durable use cases.
  • U.S. lawmakers intensified scrutiny of memecoin events tied to public figures, with a letter demanding details on an upcoming Trump-era gala and concerns about access arrangements that could benefit token holders and promoters.
  • Analysts and academics cited the broader risk factors in meme-coin markets, including governance structure, conflicts of interest, and potential regulatory actions as pivotal in shaping near-term momentum.

Prices, hype, and a changed meme-coin landscape

The TRUMP memecoin, launched in January 2025 amid a wave of celebrity-backed tokens, rapidly drew attention from traders and media. Its price trajectory—soaring to multi-dollar levels before retreating—captured a classic meme-coin arc: rapid inflows driven by social media attention, followed by a sharp correction as liquidity and speculative interest waned. By March 2026, CoinGecko records show the token at roughly $2.73, with a marginal recovery to around $2.86, signaling that gains since the peak have largely eroded.

WLFI’s story runs parallel in the world of DeFi governance tokens tied to high-profile endorsements. The token’s decline from its all-time high near $0.31 in September 2025 to about $0.07 reflects a broader pattern where governance models backed by glamour rather than proven utility struggle to sustain value. CoinMarketCap tracking shows the pullback was steep but not isolated to a single project, highlighting the risk profile unique to memecoin ecosystems and their often uncertain long-term viability.

Professor Tonya Evans, a noted scholar in crypto policy, voiced a pointed critique of the broader dynamics around celebrity-driven ventures. “We thought Sam Bankman-Fried or Gary Gensler were the worst things to happen to the crypto industry, and they were horrible,” she said. “But, turns out, it was the guy who surrounds himself with sycophants, siphons every bit of value he can for himself, and then expeditiously bankrupts companies and casinos without consequence.”

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Regulatory and political scrutiny tightens the heat

The political timeline around Trump-linked tokens has grown more complicated as lawmakers attempt to map governance, access, and potential conflicts of interest. Senators Elizabeth Warren, Richard Blumenthal and Adam Schiff recently sent a letter to Bill Zanker—the promoter behind the Trump memecoin—seeking clarity on the April gala announced for token holders. The lawmakers argued the event could function as a vehicle for influence peddling, noting that access to the former president would be tied to holding TRUMP tokens, a structure that could tip economic incentives in favor of promoters and organizers.

Politico, which obtained a copy of the letter, reported that the organizers were “dangling access” to Trump in exchange for participation, raising questions about governance, transparency, and the ethics of fundraising through memecoins. The April 25 gala, already drawing attention for its potential optics, sits at the center of a broader debate about how public figures’ crypto ventures intersect with campaign-era fundraising norms and regulatory oversight.

For investors and builders in the memecoin space, the unfolding questions are not merely about price. They signal a shift in how regulators and lawmakers may treat celebrity-endorsed crypto projects, particularly those that tie token access to real-world events or interactions with public figures. The tension between hype-driven launches and the need for robust disclosures, clear tokenomics, and independent governance remains a defining fault line for the sector.

Earlier coverage from Cointelegraph highlighted the wider scrutiny around Trump-linked crypto projects, including concerns about conflicts of interest and potential insider dynamics. The current developments reinforce the need for heightened transparency and better alignment between token functionality and long-term value creation rather than purely promotional appeal.

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The landscape for meme coins linked to high-profile figures thus sits at a crossroads: the immediate price signals remain volatile, while the regulatory and ethical questions could shape the rules and norms that govern this corner of the market going forward.

What matters next is how regulators and market participants respond to these tensions. Watch for any official statements on memecoin governance norms, disclosures around event-driven access schemes, and potential Congressional or administrative actions that could recalibrate the incentives driving celebrity-backed crypto projects.

Risk & affiliate notice: Crypto assets are volatile and capital is at risk. This article may contain affiliate links. Read full disclosure

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How $5K Could Hit $750K as RaveDAO Prints 250% and Pepeto Targets 150x While DOGE and LINK Hold

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How $5K Could Hit $750K as RaveDAO Prints 250% and Pepeto Targets 150x While DOGE and LINK Hold

The crypto news landed hard this week when RaveDAO exploded 250% on April 10, driven by months of quiet accumulation after its Coinbase debut. One listing turned an overlooked token into a $300 million asset overnight. Large caps barely moved while the listed projects printed gains that changed portfolios.

The presale is next in line with $8.9 million already raised, a running exchange, and a confirmed Binance listing ahead. At today’s entry, $5,000 converts to over 26 billion tokens, and if the price reaches what Pepe hit on the same 420 trillion supply, that is 150x, turning $5,000 into $750,000.

RaveDAO gained 250% in a single session on April 10, pushing past $300 million in market cap after its February Coinbase listing created the foundation for a breakout, according to CoinMarketCap.

Overbought readings on the chart raised caution flags around the speed of the move, a pattern common after sudden listing-driven spikes, according to CoinGecko.

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Every wallet that positioned in RaveDAO ahead of its Coinbase debut walked away with the gains. The wallets that showed up after the spike are now holding bags at elevated prices.

DOGE, LINK, Pepeto, and Where One Listing Turns Small Entries Into Real Wealth

Pepeto

The crypto news keeps proving that the market rewards the tools it can rely on. The exchange was built to solve a real problem, screening tokens for exploits and traps so traders stop losing money to scam contracts that look normal on the surface.

A full contract audit runs before any trade executes, checking for drain functions, honeypot code, and fake supply manipulation. Results appear in clear language anyone can read. Trades clear through PepetoSwap with no fee attached, and the bridge shifts tokens across chains without deducting anything from the transfer.

The numbers tell the story the crypto news has not printed yet. Over 26 billion tokens at $0.000000186 for $5,000. Pepe reached $0.00002803 on 420 trillion tokens and no working product. Reaching that same level from today’s presale price means 150x, which sends $5,000 to $750,000.

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The exchange already runs, the SolidProof audit is done, a Binance operations veteran sits on the team, the creator of the original Pepe token built every tool, and 185% APY staking grows each position while stages close. When the listing drops, the crypto news will cover Pepeto the way it covered RaveDAO this week, and you are either positioned or you are not.

Dogecoin (DOGE) Price at $0.093 as Commodity Status Is Official but Buyers Stay Away

Dogecoin (DOGE) sits at $0.093 per CoinMarketCap, down 0.26% after the SEC finalized its commodity classification without triggering fresh demand.

DOGE must clear $0.102 before any bounce holds, with $0.087 acting as the floor. The token once ran from $0.007 to a $90 billion cap, but at current levels a strong run delivers 2x to 3x over months. A presale priced for 150x from a single listing offers a different equation entirely.

Chainlink (LINK) Price at $9.10 as Bitwise ETF Opens LINK to Retirement Accounts

Chainlink (LINK) trades at $9.10 per CoinMarketCap, gaining 2% after the Bitwise LINK ETF (CLNK) launched on NYSE Arca and opened LINK to 401(k) and IRA holders for the first time.

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Support holds at $8.50, resistance at $9.50, with CCIP now processing $18 billion in monthly volume. Analysts target $15 by late 2026, a solid double that takes months to arrive. A presale listing compresses that kind of gain into days instead of quarters.

Conclusion

You sat through the last cycle and watched other wallets collect while you waited for a better price that never came. You told yourself next time would be different, and this is next time. The crypto news this week showed RaveDAO printing 250% from a listing while DOGE holds $0.093 and LINK sits deep in fear.

The stages are filling faster now, and every one that closes raises the floor for the next. The Binance listing is not a theory. It is confirmed and approaching. Pepeto’s official site is where the decision gets made, and a 2026 portfolio without this entry is the mistake you take into 2027 the same way last cycle’s hesitation followed you into this year.

Click To Visit Pepeto Website To Enter The Presale

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FAQs

What is the latest crypto news about listing events and presale returns in 2026?

RaveDAO gained 250% after its Coinbase listing this week while Pepeto heads toward a Binance listing with $8.9 million raised and 150x projected by analysts.

Is Dogecoin (DOGE) at $0.093 a better entry than Pepeto at presale pricing?

DOGE must break $0.102 for recovery and offers 2x to 3x over months at best. Pepeto targets 150x from a presale price of $0.000000186 with one listing event ahead.

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Disclaimer: This is a Press Release provided by a third party who is responsible for the content. Please conduct your own research before taking any action based on the content.

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Trump-Linked Crypto Tokens Face Renewed Scrutiny After Plummeting in Price

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Donald Trump, Trumpcoin, Memecoin

United States President Donald Trump is facing renewed scrutiny, as crypto tokens and projects promoted by the US president crash to all-time lows or sit near record low levels.

The Official Trump token (TRUMP), a memecoin promoted by Trump, hit an all-time low of about $2.73 in March 2026 and is currently trading at about $2.86, according to data from CoinGecko.

Donald Trump, Trumpcoin, Memecoin
The TRUMP memecoin has plummeted in price since launching in January 2025. Source: CoinGecko

World Liberty Financial (WLFI), a decentralized finance (DeFi) platform co-founded by Trump’s sons, also issued a governance token, which crashed to an all-time low on Saturday, falling to just $0.07.

WLFI is down by nearly 75% from its all-time high of about $0.31 reached in September 2025, while the TRUMP memecoin is down by about 90% since its all-time high of over $73 reached in January 2025. 

Donald Trump, Trumpcoin, Memecoin
The WLFI token has crashed by nearly 75% since the all-time high reached in September 2025. Source: CoinMarketCap

“We thought Sam Bankman-Fried or Gary Gensler were the worst things to happen to the crypto industry, and they were horrible,” Professor Tonya Evans said in response to the plummeting token prices. She added:

“But, turns out, it was the guy who surrounds himself with sycophants, siphons every bit of value he can for himself, and then expeditiously bankrupts companies and casinos without consequence.”

President Trump also announced another gala for token holders, scheduled to take place on April 25, fueling renewed scrutiny from US Democratic lawmakers, who have accused Trump of influence peddling by giving token holders access to him.

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Related: Trump memecoin whales pile in ahead of Mar-a-Lago gala

US lawmakers send letter to Trump memecoin creator

Senators Elizabeth Warren, Richard Blumenthal and Adam Schiff recently sent a letter to Bill Zanker, the individual who launched the Trump memecoin, requesting details on the purpose of the planned Trump memecoin gala in April.

The organizers of the event are “dangling access” to Trump, the lawmakers said, according to Politico, which obtained a copy of the letter. 

Trump and his family members stand to benefit from increased sales of the Trump memecoin; attendees are required to hold TRUMP tokens to gain access to the event, the Senators said.

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Magazine: Trump’s crypto ventures raise conflict of interest, insider trading questions