BitcoinWorld AI Safety: Pioneering Research Unveils Critical Method for Monitoring AI’s Thoughts The world of decentralized finance and blockchain innovation is often at the forefront of technological advancement, much like the rapidly evolving field of artificial intelligence. As AI systems become more complex and integrated into various sectors, including potentially future crypto applications, a critical question arises: how can we ensure their safety and transparency? Leading AI safety researchers from powerhouses like OpenAI, Google DeepMind, and Anthropic are uniting to address this very concern, advocating for deeper investigation into monitoring the internal workings of advanced AI models. This collective call for transparency marks a significant moment, emphasizing the urgent need to understand AI’s “thoughts” as these systems become more autonomous and capable. Understanding Chain-of-Thought (CoT) Monitoring: A Glimpse Inside AI’s Mind At the heart of this new initiative is the concept of Chain-of-Thought (CoT) monitoring. Imagine a student solving a complex math problem, not just providing the answer, but showing every step of their reasoning on a scratchpad. CoT in AI models like OpenAI’s o3 or DeepSeek’s R1 works similarly. It’s an externalized process where AI models articulate their intermediate steps as they work through a problem. This “scratchpad” provides a rare window into the AI’s reasoning process. The position paper highlights CoT monitoring as a valuable addition to existing safety measures for frontier AI, offering insights into how AI agents make decisions. However, researchers caution that this visibility might not persist without dedicated effort. They urge the AI community to make the best use of current CoT monitorability and to actively study how it can be preserved and enhanced. Why is AI Safety Becoming a Unified Global Priority? The push for enhanced AI safety comes at a pivotal time. While tech giants are engaged in fierce competition for AI talent and breakthroughs, there’s a growing consensus on the importance of responsible development. The position paper, signed by luminaries such as OpenAI chief research officer Mark Chen, Safe Superintelligence CEO Ilya Sutskever, and Nobel laureate Geoffrey Hinton, represents a powerful display of unity. This collective effort aims to boost research around understanding AI’s internal mechanisms before these systems become too opaque. It’s a proactive step to ensure that as AI capabilities expand, our ability to oversee and control them keeps pace. The urgency is underscored by the rapid release of new AI reasoning models, often with little understanding of their internal workings. The Evolution and Control of AI Reasoning Models and AI Agents AI reasoning models are foundational to the development of sophisticated AI agents . These agents, designed to operate autonomously and perform complex tasks, are becoming increasingly widespread and capable. The ability to monitor their internal chains-of-thought is seen as a core method to keep them under control. While AI labs have excelled at improving performance, understanding how these models arrive at their answers remains a significant challenge. Early research from Anthropic, a leader in AI interpretability, suggests that CoTs might not always be a fully reliable indicator of a model’s true internal state. Yet, other researchers, including those from OpenAI, believe CoT monitoring could become a reliable way to track alignment and safety in AI models. This divergence highlights the need for focused research to solidify the reliability and utility of CoT monitoring as a safety measure. Charting the Course for Future AI Research and Interpretability The position paper is a direct call to action for deeper AI research into what makes CoTs “monitorable.” This involves studying factors that can increase or decrease transparency into how AI models truly arrive at answers. Researchers emphasize that CoT monitoring could be fragile and caution against interventions that might reduce its transparency or reliability. Anthropic, for instance, has committed to cracking open the “black box” of AI models by 2027, investing heavily in interpretability. This collaborative signal from industry leaders aims to attract more funding and attention to this nascent, yet critical, area of research. It’s about ensuring that as AI advances, our understanding of its internal processes does too, preventing a future where AI operates beyond our comprehension or control. This unified front by leading AI minds underscores a critical commitment to the responsible evolution of artificial intelligence. By focusing on methods like Chain-of-Thought monitoring, the industry aims to build a future where AI systems are not only powerful but also transparent and controllable. This proactive approach to understanding AI’s internal “thoughts” is essential for mitigating risks and fostering trust in the technology that will increasingly shape our world. For anyone interested in the intersection of cutting-edge technology and its societal implications, particularly within the fast-paced digital economy, these developments in AI safety and transparency are paramount. To learn more about the latest AI market trends, explore our article on key developments shaping AI models features. This post AI Safety: Pioneering Research Unveils Critical Method for Monitoring AI’s Thoughts first appeared on BitcoinWorld and is written by Editorial Team
Binance suspends RUNE transactions for a network upgrade. Trading remains unaffected, but external transfers are halted. Continue Reading: Binance Halts Transactions as THORChain Network Upgrades The post Binance Halts Transactions as THORChain Network Upgrades appeared first on COINTURK NEWS .
In a market flooded with speculation and sensational forecasts, precision and realism are often overlooked. A recent post by crypto analyst JD (@jaydee_757) serves as a reminder that not every dramatic price spike, especially those caused by technical “glitches,” can be taken at face value. He shared a chart analysis of XRP/BTC on the weekly timeframe, presenting a sharp rebuttal to inflated predictions, particularly those suggesting XRP could reach $10,000. According to JD, glitches that momentarily display such values are meaningless and should not be treated as valid price action. $XRP – Awaiting MACD Cross on the weekly for confirmation. And NO, we will NOT go to $10,000 LOL! "Glitches" does NOT count LOL! Those $10,000 $XRP influencers should NOT be trusted. They been REKTin you while the REAL PLAYAS in the game made RETIREMENT gains w/in months LOL… pic.twitter.com/61m7UBdNWi — JD (@jaydee_757) July 11, 2025 Glitches Do Not Represent Real Price Action JD aimed at glitches that have displayed XRP at absurdly high prices on certain platforms. These anomalies, while occasionally cited by enthusiasts as signs of future valuation, do not reflect actual market dynamics. In recent years, some XRP supporters have circulated screenshots showing the token briefly displaying values in the thousands and millions . However, these are often due to API errors or data feed bugs on certain trading platforms. While these visuals generate interest and sometimes hope, they do not represent actual liquidity or executed trades. Other experts have criticized those who share false and unrealistic predictions , and glitches contribute to this problem. JD reinforced his stance that influencers who push $10,000 XRP predictions should not be trusted, suggesting that real price appreciation must be rooted in organic market movement, not technical hiccups. We are on X, follow us to connect with us :- @TimesTabloid1 — TimesTabloid (@TimesTabloid1) June 15, 2025 Bullish Signals Beginning to Form The technical chart shared in the post offers a clear picture of XRP’s current position and possible trajectory against Bitcoin. The focus is on three main indicators: Stochastic RSI, RSI, and MACD. Each of these tools is demonstrating a shift in momentum, but confirmation is still pending. The latest weekly candle shows a notable shift in momentum, which JD highlights as a potentially significant signal. Although this move does not guarantee reversal, XRP briefly breached the $3 resistance, and other analysts have predicted that the asset’s next stop could range from $10 to $20 . XRP: Technical Indicators Show Progress The Stochastic RSI has broken above the 20 level, an early sign of a possible upward trend forming. RSI has moved above its moving average, a development JD notes as a positive shift. The MACD, however, has not yet completed a bullish crossover. The chart also revisits the last time these indicators aligned back in late 2024. The previous alignment led to a substantial rally in XRP/BTC, and a similar structure is now forming. Until the MACD confirms the momentum with a crossover above the signal line, the setup remains incomplete. Disclaimer : This content is meant to inform and should not be considered financial advice. The views expressed in this article may include the author’s personal opinions and do not represent Times Tabloid’s opinion. Readers are advised to conduct thorough research before making any investment decisions. Any action taken by the reader is strictly at their own risk. Times Tabloid is not responsible for any financial losses. Follow us on X , Facebook , Telegram , and Google News The post Analyst: XRP Will Not Go to $10,000, “Glitches” Don’t Count appeared first on Times Tabloid .
Banking giant Citi remains confident in the fundamental strength of the US stock market and says it’s prepared to take advantage of any pullbacks. In a new CNBC interview, Citi equity strategist Scott Chronert highlights that markets tend to be forward-looking and investors are now positioning for a potential pick-up in earnings growth next year. “I actually think [the market] is increasingly focused on the follow-through and the aftermath of tariffs and other policy news in terms of what it means for 2026. As we go into the back half of the year, usually [we] flip forward in the calendar, and right now when you’re looking at the way the consensus earnings expectations are set up – it’s for pretty decent acceleration next year. I think that’s where a lot of the market’s focus is beginning to shift.” Chronert says Citi maintains a long-term bullish stance on the stock market, viewing pullbacks as golden opportunities. “Expectations for the next five-year earnings growth are as high as we’ve seen. So there’s a lot of burden on beats and raises, particularly out of this growth part of the market, and that’s where we get a little bit unnerved. Our view for this second half is that you’re setting this thing up for volatility dynamics to come into play. You get triggers for pullbacks. But we saw enough conviction in the underlying fundamental circumstances structurally for the S&P 500 in particular that we want to be looking to buy pullbacks.” Follow us on X , Facebook and Telegram Don't Miss a Beat – Subscribe to get email alerts delivered directly to your inbox Check Price Action Surf The Daily Hodl Mix Disclaimer: Opinions expressed at The Daily Hodl are not investment advice. Investors should do their due diligence before making any high-risk investments in Bitcoin, cryptocurrency or digital assets. Please be advised that your transfers and trades are at your own risk, and any losses you may incur are your responsibility. The Daily Hodl does not recommend the buying or selling of any cryptocurrencies or digital assets, nor is The Daily Hodl an investment advisor. Please note that The Daily Hodl participates in affiliate marketing. Generated Image: Midjourney The post Citigroup Eyeing Stock Market Pullbacks, Says Earnings Expectations Are Set Up for Decent Acceleration appeared first on The Daily Hodl .
Ethereum is demonstrating a significant bullish breakout, closely mirroring Bitcoin’s historic 2020 V-shape recovery and signaling renewed investor confidence. The cryptocurrency has successfully reclaimed a key macro resistance trendline, indicating
The post PENGU Price Prediction After 210% Rally—What’s Next? appeared first on Coinpedia Fintech News PENGU, the native token of Pudgy Penguins, experienced a 210% rally this month alone, briefly reaching a high of $0.0344. The rally was sparked by a viral penguin-themed meme posted by Justin Sun on X, which sent the token up over 30% in a matter of hours. The surge was further amplified by growing excitement around a Spot PENGU ETF proposed by Canary Capital, which the SEC formally acknowledged earlier this month. Social momentum also soared after major crypto brands, Coinbase, VanEck, and MoonPay, changed their social media avatars for Pudgy Penguins, signaling unified hype behind the brand. OK. Everyone has become a penguin. pic.twitter.com/0G6jzMlUYD — H.E. Justin Sun (@justinsuntron) July 13, 2025 Pudgy Penguin NFTs Jump 55% as PENGU Soars Analysts are increasingly optimistic about PENGU’s trajectory. On-chain analyst Ali Martinez believes the token is in a rare accumulation phase, suggesting it could reach $0.060 if ETF buzz continues. Moreover, the high liquidity on major exchanges like Binance and OKX is a sign of strong support. Despite overbought RSI readings, technical analysts note that if PENGU holds above $0.032, the bullish momentum remains intact. Shared $PENGU back in May It's already up over 130% since then. I explained exactly why it was a solid bet early on. If you’ve been watching quietly…. it’s time to start paying attention. More early gems coming, just stay tuned. https://t.co/di6ck8wsCK pic.twitter.com/qXecrYFTvb — Cas Abbé (@cas_abbe) July 16, 2025 The growing excitement even pushed Pudgy Penguin NFT floor prices from 9 ETH to 14 ETH — a 55% jump, adding fuel to both token and NFT market narratives. Looking at the rise rate, some analysts believe that Pengu will soon hit a whopping 50 Billion Market cap. PENGU Market Cap at $1.8B, OI Surges Past $265M However, this is not just saying, the fundamentals behind PENGU have strengthened alongside price action. The token’s total supply stands at 88.8 billion, with 26% locked in community pools, reducing the circulating supply. Market cap is now around $1.8 billion, and 24-hour trading volume has soared past $2.2 billion. On-chain data shows active wallet usage at monthly highs, while open interest crossed $265 million, all pointing toward rising network engagement. PENGU Price Prediction PENGU is also gaining traction in Asia. According to Whale Insider , it recently ranked 4th on Upbit, South Korea’s top exchange, with $222 million in daily trading volume, placing it just behind Bitcoin. Looking ahead, the ETF review could take up to 240 days. If approved, it could position PENGU as the first meme coin ETF in the U.S. Coupled with upcoming games and merchandise from Pudgy Penguins, all eyes are now on the $0.045 and $0.060 breakout zones.
Peter Thiel’s Founders Fund has acquired a 9.1% stake in BitMine Immersion Technologies, signaling a strategic move to build a substantial Ethereum-focused treasury. Following this investment, BitMine’s stock surged over
Can Solana’s RWA momentum catch up to Ethereum’s lead?
While Bitcoin slips and majors coin slip, PENGU is breaking ranks — and it might not be done yet.
SUI is attempting to reclaim a crucial resistance level after its massive performance over the past few weeks. As it breaks out of a triangle formation, some analysts suggest that a rally to a new all-time high (ATH) could be around the corner. Related Reading: Top Crypto Exchanges Made $172 Million From TRUMP Memecoin Listing – Report SUI Breaks Out Of Multi-Month Pattern On Tuesday, SUI broke above the $4.00 resistance for the first time since May, hitting a two-month high of $4.10. The altcoin has seen an 81% surge over the past three weeks, recovering from the June retracement and setting up for a rally continuation. Notably, SUI ended its multi-month downtrend at the end of March, breaking above its descending resistance and jumping to its $4.29 high in May. Following the Q2 breakout, the cryptocurrency has been trading within the $2.33-$4.10 range. However, last month’s market pullback sent the token from its key $3.00 mid-range support to its three-month low of $2.22 before the recent recovery. Since then, SUI has reclaimed the mid-range area and skyrocketed toward the range high as Bitcoin’s (BTC) ATH rally leads the market. Over the past 24 hours, SUI has soared nearly 15% from the $3.50 support toward the $4.00 resistance, breaking out of a triangle formation and potentially setting the stage for a massive breakout. Analyst Ali Martinez affirmed that the altcoin’s bullish price action could push its price to a new ATH as it has broken out of a multi-month symmetrical triangle pattern over the past few days and attempts to turn the next key level into support. According to the market watcher, SUI finally broke above the descending resistance after reclaiming the $3.50 area on Monday and could target a 140% move to the $7.60 area if there’s a spike in buying pressure. Similarly, analyst Nebraskangooner highlighted that reclaiming the $4.00 resistance will propel the cryptocurrency to a new ATH. This level has been a crucial support since the Q3 2024 rally and a key resistance area after the early 2025 pullbacks. Is A Double-Digit Rally Coming? Crypto Bullet noted that SUI has entered its Wave 3, which eyes a double-digit target for the cryptocurrency. The analyst previously explained that the altcoin had a “clear 1-5 impulse off the April’s low – higher degree Wave (1),” before entering the corrective Wave 2 between late May and Early June. However, “Wave 2 took longer and went deeper than expected (obviously due to the situation in the Middle East).” After the recent breakout, SUI has entered the long-awaited Wave 3, with a 51% increase so far, and a target above the $10 mark, the analyst detailed. Additionally, he pointed to SUI’s trading pair against Solana (SOL), as the weekly chart “Looks like a breakout is imminent.” The altcoin is currently retesting a crucial resistance level against SOL, which could lead to a breakout to the 0.0470 area. “In the coming weeks, SUI will just crush Solana,” Crypto Bullet forecasted. Related Reading: Unraveling The Bitcoin Boom: Experts Decode Record $123,000 Surge Meanwhile, Crypto Kaleo affirmed that the cryptocurrency has continued its bounce on its trading pair against BTC. At the start of the month, the analyst highlighted that SUI had bounced from its BTC and USD pairs, becoming one of the leading altcoins. “BTC ratio chart looks ready to rip out of the wedge it’s been accumulating in since the beginning of 2025. Up only,” he concluded. As of this writing, SUI is trading at $3.96, a 3% increase in the daily timeframe. Featured Image from Unsplash.com, Chart from TradingView.com