ShizukaKazu

#美伊谈判陷入僵局 The US-Iran negotiations have reached a deadlock, with Iran announcing a comprehensive management plan for the Strait of Hormuz
Both sides' new round of contacts in Pakistan have stalled, with Iran taking a tougher stance, emphasizing that any end to the war must be executed according to Iran's conditions. Iranian Islamic Parliament members disclosed that Iran has finalized a comprehensive management plan for the Strait of Hormuz, requiring all ships to obtain Iranian permission to pass, commercial documents only recognize the name "Persian Gulf," Israeli ships are strictly prohibited from passing, and must pay relevant fees and prioritize payment in Iranian rials. The US Secretary of Defense stated that the maritime blockade is intensifying, with a second US aircraft carrier set to participate in the blockade operations.
Market Impact Assessment:
Short-term (1-3 days): Geopolitical risks may continue to push oil prices higher, intensifying inflation concerns and suppressing the performance of risk assets; the crypto market may continue to fluctuate following macro sentiment.
Medium-term (1-2 weeks): If tensions persist, broader market risk aversion may be triggered; but if signs of easing appear, risk assets could rebound.
Risk Level: Moderate to high - Geopolitical risks are uncertain and may cause significant market volatility.

#加密市场行情震荡 Is the Bitcoin bull market coming? Still a long way off...
Is the bull market coming? Based on Bitcoin's past characteristics, each new high typically requires going through at least 3 to 4, or even 5, rounds of retracement. That’s also why most people can't hold onto Bitcoin. And after breaking new highs, due to institutional entry, although volatility begins to decrease, the retracement now is only 1 to 2 rounds, so it’s far from breaking the next new high. There should still be two more waves of oscillating retracements.
After the retracement, breaking new highs again, Bitcoin’s six-month target could reach $150k, but there will still be two more rounds of retracement during this period.
And right now, it’s only the beginning of the first to second rounds. Based on Bitcoin’s properties, once the first retracement ends, there will be structural adjustments, and you must not chase the highs, as more retracements will follow.
Actually, if you follow human nature, you’ll understand. If your heart isn’t dead, the way won’t be born. Bitcoin will always make you believe it’s rising, and it will always make you believe it’s retracing.
Until you can’t hold it anymore, until your heart turns to ashes, then it reignites hope for revival. Whether in the stock market or the crypto market, it’s all tailored according to human nature.
In the end, it will make you regret, oh, I couldn’t hold it. It’s because I lacked resolve, not because it won’t rise. But 3 to 4, even 5 rounds of retracement are inevitable.
Apart from those who check once a month or even once every three months, avoiding many illusions of retracement in between, most people simply cannot hold onto Bitcoin.
Although, from today’s perspective, holding onto it for the next 10 years could still yield a tenfold increase, but the risks involved are far beyond what most can bear.
So, those who truly profit big in the crypto world are never the clever traders who chase and sell frequently, but the tough ones who endure countless rounds of retracement and hold their positions.
If you don’t understand the cycles or can’t withstand volatility, even the best tracks or top-quality assets will ultimately cause you to miss out on a tenfold rally.
Therefore, if you want to keep up with the full cycle rhythm and seize every adjustment and low-buy opportunity, instead of being washed out by repeated retracements.

#加密市场行情震荡 VanEck issues a double bullish signal for Bitcoin: funds turn negative, hash rate declines
VanEck states that Bitcoin is showing a stronger bullish trend because the deep negative funding rates and the concentrated decline in hash rate (historically associated with robust expected returns) indicate market sentiment is cautious rather than capitulating. The latest on-chain and derivatives data for Bitcoin show a constructive pattern, VanEck points out that negative funding rates and hash rate concentration decline, while volatility diminishes and positions remain cautious.
The company notes in its latest report that as tensions between the U.S. and Iran ease, realized volatility has dropped from about 56% to 41%, and the 7-day average financing rate has fallen to around -1.8%, the lowest since 2023 and in the 10th percentile since the end of 2020.
Since 2020, Bitcoin's 30-day average return during periods of negative funding has been 11.5%, compared to an average return of 4.5% across all periods, with a 77% hit rate for positive returns. When annualized funding rates fall below -5%, the subsequent 30-day average return reaches 19.4%, and the 180-day return is as high as 70%, making negative funding a recurring contrarian buy signal. VanEck’s report also highlights that since 2020, out of 19 windows with 180-day returns among the top 50, 19 began on days with negative funding, even though such periods only account for about 13.6% of the sample.
Bitcoin Hash Rate Declining
In terms of mining, the 30-day moving average hash rate has fallen to the 16th percentile over 30 days and the 9th percentile over 90 days, while mining difficulty has also dropped to the 5th and 6th percentiles within these periods.
Since December 2025, Bitcoin’s hash rate has experienced three consecutive declines, the most intense since China banned mining in 2021, with the most recent drop of about 6.7%, ending around April 15, 2026. Of the seven historic declines completed, six saw Bitcoin prices rise within 90 days, with a median increase of 37.7%, and a median increase of 63.1% over 180 days.
Derivatives and on-chain trading activity reflect cautious market sentiment rather than blind capitulation. The put option premium to spot trading volume ratio is more than six times the April 2024 level, and active supply over the past 180 days has fallen to 28.4%, indicating holders are in a dormant state.
Long-term holders, especially those holding for 7-10 years and over 10 years, have reached the 85th and 90th percentiles in consumption over the past four years. However, VanEck emphasizes that this change does not always signify a complete sell-off.
Overall, the company concludes that a combination of capital shortages and hash rate pressure creates a strong outlook for Bitcoin’s rise.
Analysts write: “The decline in mining rate and negative funding rates are both associated with strong expected returns for Bitcoin. Therefore, we are increasingly optimistic about Bitcoin.”

#加密市场行情震荡 Key level at 2300! Ethereum’s 8-hour chart reveals three major divergence signals—is it a trap for the bulls or the last dip?
1. Current pattern: shrinking volume oscillation at key support, a decisive battle between bulls and bears is imminent
As clearly seen on the chart, ETH price is being tightly “compressed” within a narrowing Bollinger Bands (BOLL). The upper band (UB) is at 2387.20, the middle band (MA30) at 2337.76, and the lower band (LB) has moved up to 2262.75. Currently, the price is trading below the middle band and closely hugging the MA7 (2313.41), indicating a typical weak consolidation pattern. However, the key detail is: during multiple tests of the 2300-2260 zone, downside momentum has significantly weakened, and the Bollinger lower band is providing strong support. This suggests that the selling pressure at low levels is drying up, and this zone has become a critical line in the sand for the market’s future direction.
2. Core indicator analysis: three divergences hint at a trend reversal
MACD hidden divergence: Although the MACD histogram remains negative (-12.92), the fast and slow lines (DIF: 0.03, DEA: 6.49) are extremely close and flattening near the zero line. This usually indicates that downward momentum has greatly diminished, and the bearish force is nearing exhaustion, potentially forming a golden cross and triggering a rebound.
KDJ at low levels shows fatigue, rebound buildup: In the KDJ indicator, the K value (31.82) and D value (31.21) are both at the edge of oversold territory and have flattened, while the J value (33.04) is beginning to turn. This fatigue at low levels is not a sign of continued decline but rather a buildup of rebound energy. Once the K and D lines form a golden cross upward, a strong short-term rebound could be triggered.
Price and volatility divergence: While the price made a new low (touching 2305), the Bollinger Bands did not expand in sync but instead contracted. This constitutes a “volatility squeeze” divergence, indicating that a period of narrow oscillation lasting several days is about to end, and a breakout in one direction could happen at any time.
Overall, market sentiment has become overly pessimistic. Major funds are exploiting concerns about the macro environment to create panic below $2300, clearing out weak hands. From the technical perspective, all short-term indicators are in “oversold” or “divergence” states, with the rebound spring compressed to its limit.
Key levels and trading strategies: Bulls’ defensive line: Pay close attention to the support at 2262 (Bollinger lower band). If this level holds, it will be an excellent opportunity for phased accumulation on the left side.
Reversal signal: A volume breakout and stabilization above 2338 (middle Bollinger band and MA30) will confirm the formation of a short-term bottom, with the target directly at 2387 (upper Bollinger band).
Risk warning: If the price effectively breaks below 2250, beware of a deep correction towards 2200 or lower.
Conclusion: What is needed now is not panic but patience and courage. The chart is “whispering”: the strongest downward momentum has been released, and the darkest hour is often just before dawn. The market is waiting for a catalyst, and a technical rebound is already on the horizon.
This article does not provide any investment advice 📢📢📢

#美伊谈判陷入僵局 New Developments in US-Iran Negotiations
According to Xinhua News Agency, a Pakistani official told reporters on the 25th that compared to the first round of talks, Iran has adopted a more hardline stance, emphasizing that any plan to end the war must be implemented according to Iran's conditions, not those proposed by U.S. President Donald Trump.
On the same day, Iran's Tasnim News Agency quoted a spokesperson from Iran's Hatem Anbia Central Headquarters of the armed forces, saying that if U.S. troops continue to impose blockades, plunder, and piracy in the region, they will face a response from Iran's powerful armed forces.
Previously, U.S. Secretary of Defense Lloyd Austin stated on April 24th local time that the U.S. has been increasing its maritime blockade against Iran, and all ships deemed to meet blockade standards by the U.S. have been ordered to return. Austin said a second U.S. aircraft carrier will participate in the blockade against Iran in a few days.
According to CCTV News, on the morning of the 25th local time, Iranian Foreign Minister Hossein Amir-Abdollahian, during a visit to Pakistan, met with Pakistani Army Chief of Staff Qamar Javed Bajwa in Islamabad. The two sides exchanged views on the latest developments in the ceasefire related to the US-Israel-Iran conflict and on strengthening regional peace and stability cooperation.
Amir-Abdollahian expressed gratitude to Pakistan for its efforts in promoting a ceasefire and clarified Iran's position and concerns on this issue. Bajwa stated that Pakistan is willing to continue mediating on related issues until results are achieved.
According to Iranian media reports on the 25th, the Iranian Islamic Revolutionary Guard Corps (IRGC) said that its intelligence department had destroyed multiple groups supported by the U.S. and Israel in a series of operations in Kurdistan Province and Kerman Shah Province.
In Kurdistan Province, the IRGC intelligence arrested 11 separatists, killed 1, and seized 8 rocket launchers and over 2,000 rounds of ammunition; targeted a regional headquarters of a terrorist organization, seizing 90 bomb detonators, 18 grenades, 5 mortar shells, and other weapons and ammunition, as well as radio communication equipment.
In Kerman Shah Province, the intelligence department arrested 144 individuals suspected of illegal arms trading, seizing 17 weapons and 1,200 rounds of ammunition; also arrested 4 spies linked to Israel's Mossad intelligence and special operations agency.
Latest Statement from the International Maritime Organization
On the 24th, IMO Secretary-General Kitack Lim stated that the organization is working with multiple parties to plan an evacuation for mariners stranded in the Persian Gulf, which can be implemented once safety conditions are met.
Lim said during a briefing on the situation in the Strait of Hormuz that the evacuation plan includes compiling a list of affected ships, prioritizing based on humanitarian needs, and, when security is assured, using existing maritime traffic management mechanisms for evacuation. "For the evacuation to proceed smoothly, all parties involved in the conflict must agree to cease attacks on maritime targets during the operation."
Lim noted that since the U.S. and Israel launched military operations against Iran in late February, the IMO has verified 29 attacks on ships near the Persian Gulf and the Strait of Hormuz, resulting in at least 10 mariners killed and several ships damaged. Currently, about 2,000 crew members aboard approximately 1,600 ships are stranded in the Persian Gulf. Supplies such as water, food, and fuel on stranded ships are expected to run out soon. Several ships have been seized in the region in recent days.
Lim urged all parties to remain vigilant, warning that mines may be present throughout the Strait of Hormuz, and ships still face the risk of attack.
According to CCTV News, on the 23rd, U.S. Central Command stated that the USS Bush aircraft carrier strike group was operating in the Indian Ocean within its area of responsibility. The U.S. military will deploy three aircraft carriers in the Middle East. On the same day, Iran released a video showing commandos boarding a speedboat and stopping a large cargo ship in the Strait of Hormuz.
Analysts believe that in the contest for control over the Strait of Hormuz, the U.S. and Iran are engaged in a "battle of wills." Iran relies on small, fast, and agile maritime guerrilla tactics to counter U.S. military equipment and technological advantages, and the tug-of-war between "big guns and giant ships" and "mosquito fleets" is likely to continue.
On one hand, the U.S. imposes blockades that require significant military and logistical support, making it difficult for the U.S. to sustain effective maritime blockade operations over the long term. On the other hand, Iran can achieve its objectives with limited naval forces.
Analysts believe that the sharp confrontation between the U.S. and Iran over the strait is essentially a struggle for more leverage in subsequent negotiations, and this deadlock is unlikely to be broken in the short term.

#加密市场行情震荡 Currently, the global macro core variables focus on the geopolitical game between the US and Iran, with negotiations stuck in a deadlock, continuously bringing uncertainty and disturbances to the capital markets. The US stance is firm, with Trump stating in a recent interview that the US holds an absolute advantage in the US-Iran negotiations, demanding Iran to surrender its enriched uranium stockpile and relinquish control over the Strait of Hormuz, with strong pressure implying a heavy-handed approach. The second round of negotiations originally planned to be led by US Vice President Vance in Islamabad was ultimately shelved after Iran explicitly refused to participate. Additionally, the US-Iran temporary ceasefire agreement expiring on April 22 faces numerous uncertainties; the US unilaterally extended the ceasefire, but core disagreements remain unresolved, and the confrontation in the Middle East remains tense. Driven by multiple factors such as geopolitical conflicts, shipping restrictions, and supply concerns, international oil prices continue to rise. As of now, Brent crude oil prices have risen to $106.01 per barrel, steadily climbing within the day, with a year-over-year increase of nearly 59%. The soaring oil prices further intensify global inflation pressures, increase volatility in major asset classes, and indirectly create complex bidirectional impacts on risk assets.
In Bitcoin’s current rebound, short positions have been largely cleared, with short-term selling pressure briefly released, but the upward logic of the market shows obvious shortcomings. According to CryptoQuant data, this price increase is not supported by spot market inflows; the core driving force comes from a concentrated short squeeze in the futures market amounting to nearly $1.19 billion. Over-reliance on derivatives to drive the rally results in weak stability, making it prone to sentiment retreat and trend reversal.
Currently, Bitcoin faces significant resistance at the $80,000 mark, with upward momentum gradually exhausted, and the bulls and bears are approaching equilibrium.
Key resistance and support zones are clearly defined:
- Major resistance: $78,500–$79,000, a heavily pressured zone where bulls find it difficult to break through continuously;
- Short-term reasonable pullback: if pressure causes a decline, the first support levels are $76,000–$76,500;
- Critical defensive position: $75,000–$75,500, a break below this could damage the short-term upward structure and trigger an accelerated downward trend.
In the short-term market rhythm, the latest developments in the US-Iran situation over the weekend will be important catalysts. However, the market has already fully priced in geopolitical conflict expectations, and the impact of news-driven unilateral shocks is relatively limited. Overall, the market remains primarily under technical pressure, with a downward correction and consolidation. From a weekly chart perspective, the current fourth wave of the rebound has entered its final stage, with volume continuing to shrink and upward momentum weakening, signaling a gradual accumulation of a top in the medium term. After repeated US-Iran tensions and the market’s optimistic expectations being fully released, the probability of Bitcoin testing the $80,000 level and then pulling back is relatively high. Coupled with multiple negative signals resonating: $8.47 billion worth of options expiring, the prior $1.19 billion short positions being largely cleared, insufficient spot market support, and the convergence of futures and spot premiums, all indicate that this phase of the rally is nearing its end. Without continuous inflows of new spot funds or a volume breakout above $80,000, the weekly stage rebound is likely to end, and the market will revert to a correction cycle, with the core oscillation range locked between $75,000 and $76,000. In the medium term, the market will shift from a bullish dominance to a more oscillating and slightly weaker pattern.

#震荡行情交易策略 Weekend market liquidity is usually lower, making it prone to price spikes or abnormal fluctuations. Here are some practical risk control tips:
1. Reduce leverage or close positions and wait
Participation from institutions and large funds decreases on weekends, leading to thinner liquidity. The same amount of funds can cause more dramatic price swings. If your position has high leverage, it’s recommended to lower the leverage ratio in advance or partially close positions to reduce exposure risk.
2. Set reasonable stop-loss/ take-profit orders
Place stop-loss orders near key support/resistance levels to prevent missing the chance to react during a spike. Be aware that weekend slippage may increase, so leave some buffer space for stop-loss prices.
3. Monitor funding rate changes
Perpetual contract funding rates reflect bullish or bearish sentiment. If the funding rate is extreme (such as significantly positive or negative), it indicates an overcrowded position on one side, and reversals or liquidations may occur over the weekend.
4. Minimize frequent trading
Weekend markets tend to have more noise, increasing the chances of false breakouts or breakdowns. Avoid opening new positions unless necessary to prevent being misled by short-term volatility.
5. Pay attention to macro event windows
If there are important macroeconomic data releases or policy announcements over the weekend (such as Federal Reserve officials’ speeches or geopolitical events), it’s advisable to adjust your positions in advance or set alerts.

CORE Coin: The 2026 BTCFi Leader Awakens
After three years of silence, CORE awakens suddenly. From the lows at the beginning of the year, CORE surged nearly 7 times in half a month, rapidly rising from a few cents, with trading volume continuously expanding for several days, becoming one of the most discussed tokens across the network.
 One, three years of sharpening a sword: from “98% crash” to “King’s Return”
CORE (Core DAO) was born in early 2023, focusing on a Layer 1 public chain that combines Bitcoin’s security + EVM smart contracts, with the core narrative of BTCFi—unlocking Bitcoin’s DeFi value.
In February 2023, CORE once hit a historical high of $6.14, then declined all the way down to around $0.02, a drop of over 98%, forgotten by many.
From 2023 to 2025, the CORE team did not just “tell stories,” but quietly accomplished three things:
1. Satoshi Plus consensus implementation: combining Bitcoin’s PoW hash power + DPoS proof of stake to achieve Bitcoin-level security + high TPS, called “Bitcoin-native DeFi infrastructure.”
2. Non-custodial BTC staking launched: users can stake and earn without transferring BTC out of the Bitcoin chain, truly “coins in hand, safe earning,” solving the biggest pain point of BTCFi.
3. Ecosystem explosion from 0 to 1: as of April 2026, over 230 million transactions on the CORE chain, more than 15.63 million wallet addresses, with DeFi, NFT, and GameFi flourishing.
In 2026, when the market refocuses on “real yields + BTCFi,” people realize: CORE is no longer just an air coin, but the only landing leader in the BTCFi track.
Two, the core logic for bullishness in 2026: threefold catalysis, none can be missing
1) BTCFi narrative explosion: $1 trillion “sleeping BTC” to be awakened
Bitcoin is the “gold” of the crypto world, with a market cap exceeding $1 trillion, but long only “hoarded,” unable to participate in DeFi, called the biggest sleeping capital.
In 2026, industry consensus is clear: the next bull market will definitely be a BTCFi bull market. And CORE is the only public chain that achieves “Bitcoin-native staking + EVM ecosystem”:
- Non-custodial staking: no cross-chain transfer needed, coins stay in hand, safety first;
- coreBTC: native encapsulation of Bitcoin, 1:1 pegged to BTC, deeply integrated with DeFi;
- Institutional-grade security: verified through London exchanges, with top custody institutions like BitGo, Copper as nodes.
Conclusion: the hotter BTCFi is, the more valuable CORE becomes.
2) Token economy reshaping: from “inflation” to “deflation + real yields”
The main reason for CORE’s past decline was large issuance and lack of value capture. In 2026, everything changes:
- Total supply deflation: CORE’s total is 2.1 billion, no additional issuance; 10% of ecosystem transaction fees are burned, decreasing over time.
- Real yields (Rev+): ecosystem income (staking, DeFi, NFT) directly buy back CORE and distribute dividends, forming a positive flywheel of “ecosystem profits → buyback and burn → token price increase → more active ecosystem.”
- Extremely small circulating supply: current circulating market cap is only a few tens of millions of USD, vastly undervalued compared to the BTCFi space, with small capital enough to trigger a big market move.
In one sentence: previously “speculation,” now “profit-making.”
3) Technology + ecosystem implementation: from “storytelling” to “data speaks”
In 2026, CORE no longer just talks about visions but shows full-scale data explosion:
- On-chain data: 230 million transactions, 15.63 million addresses, daily active users continuously hitting new highs;
- DeFi ecosystem: over 180 applications, including lending, DEX, liquidity staking fully launched;
- Institutional entry: top custody providers and traditional capital begin to deploy, with compliance + security double assurance;
- Global consensus: from Asia to Europe and America, community numbers in the tens of millions, with search volume across the network surging.
The market finally realizes: CORE is not a “copycat,” but the “Ethereum” of BTCFi.
Three, 2026 market outlook: CORE has just completed its first 7x rally, market sentiment has shifted from “despair” to “frenzy,” but the main upward wave is still ahead.
Core judgment:
1. Low market cap + strong narrative = huge explosion potential: current market cap only tens of millions, once BTCFi becomes the main theme of the bull market, a 10x is just the beginning, a hundredfold is not a fantasy.
2. Bitcoin halving cycle resonance: after the 2024 halving, BTC remains bullish long-term, and demand for BTCFi will continue to grow, directly benefiting CORE.
3. Ecosystem flywheel acceleration: Rev+ real yields + burn mechanisms, each upward cycle makes the fundamentals stronger, forming a “the more it rises, the more valuable” positive feedback loop.

#OpenAI发布GPT-5.5 From "Chatting" to "Getting Work Done": What Exactly Has GPT-5.5 Changed
To understand why GPT-5.5 is different, you first need to clarify what problems it is actually solving.
Past large models, even GPT-5.4, are essentially "advanced question-answering machines." You ask it a question, and it gives you an answer. For slightly more complex tasks, you have to break down steps yourself, feed in materials, and check each step's output for correctness. The model is smart, but when it comes to doing work, it acts like an intern who needs full supervision.
GPT-5.5's positioning has completely changed. OpenAI emphasizes four key words this time: understanding goals, breaking down steps, calling tools, and closed-loop delivery. If you give it a vague requirement, it will plan how to do it, decide which tools to use, check intermediate results, and finally deliver the completed work. A typical example comes from OpenAI’s finance team’s real workflow. They had GPT-5.5 review 1M-1 tax forms, totaling 71,637 pages, and finished two weeks earlier than previous years. This isn’t just "answering a tax question," but taking over an entire repetitive, low-tolerance, long-cycle business process.
Another case better illustrates the point. Pietro Schirano, CEO of startup MagicPath, used GPT-5.5 to merge a branch containing hundreds of frontend and refactoring changes into the main branch, completing the entire process in just 20 minutes and resolving all conflicts at once. His later comment was: "I really feel like I’m working with a higher intelligence."
The core breakthrough of GPT-5.5 isn’t just an improvement in a single capability, but the stitching together of "understanding—planning—executing—checking" into a stable pipeline.
In the past, models’ biggest flaw was drift—losing track of what they were supposed to do halfway through or gradually distorting in details. GPT-5.5’s output consistency, format stability, and logical coherence over long workflows have clearly advanced to a new level.
What does GPT-5.5 mean for ordinary users?
The most immediate change is in interaction style.
Previously, using AI was more like looking up information—you ask a question, it answers. Now, with GPT-5.5, it’s more like assigning tasks—you describe what you want, and it figures out how to do it itself.
Reports from Cursor and Windsurf teams indicate that GPT-5.5 performs significantly better than GPT-5.4 in handling ambiguity and long-term tasks. CodeRabbit’s evaluation even specifically mentions that GPT-5.5 is more "restrained" during code reviews, more inclined to point out issues that truly affect deployment rather than general comments.
Internal data from OpenAI also shows the depth of this shift. Over 85% of employees use Codex across departments weekly, with 95% of engineers using it daily. An internal project produced 1 million lines of code in five months, all generated by Codex, with no manual coding. Finance, marketing, and PR teams are also using it for daily workflows, saving 5 to 10 hours of work weekly through automation. Jensen Huang even called on all NVIDIA employees to use GPT-5.5-based Codex in an all-hands email, saying: "Let’s jump to light speed. Welcome to the era of artificial intelligence."
Considering GPT-5.5 was co-designed with NVIDIA’s GB200, GB300, and NVL72 systems, with training and deployment tightly integrated between model and hardware, this endorsement isn’t just politeness. The joint design means hardware architecture has been deeply customized by algorithms, with chip design directions, architecture optimizations, and performance bottlenecks all aligned with GPT-5.5’s capabilities. But that doesn’t mean it can be "left to run." Multiple third-party evaluations note that GPT-5.5 relies more heavily on task boundaries. If requirements are unclear, it won’t proactively fill in gaps but will execute based on existing information.
This "obedience" can be an advantage in some scenarios, but a limitation in others. It’s more like an experienced professional who needs a clear brief rather than an all-knowing but unpredictable butler. AI engineer Peter Gostev’s in-depth experience report states that while GPT-5.5 can operate stably for at least 7 hours autonomously, if initial steps aren’t clearly defined, mid-process corrections aren’t cheap. Startup CEO Dan Shipper did a comparison experiment: he asked a top engineer to fix a bug in an app, then gave the same code to GPT-5.4, which couldn’t reproduce the engineer’s solution. But GPT-5.5 succeeded. Shipper said it was the first time he truly felt "conceptual clarity" in a programming model—not just parroting but understanding the problem and figuring out how to solve it himself.
If you’re considering how to use GPT-5.5 in your work, you might start with these scenarios:
Programming and development: end-to-end code refactoring, cross-file bug fixing, test completion, especially suitable for projects with complex codebases
Data analysis: handling large document collections, generating structured reports, integrating multiple data sources
Knowledge work: transforming chaotic business inputs into executable plans, assisting research and literature review
Workflow automation: reviewing大量重复性文档、处理格式化表格和税表类工作
OpenAI returns to the center stage, but the game is far from over.
The release of GPT-5.5 has indeed allowed OpenAI to reclaim the top spot in AI comprehensive rankings. On the Artificial Analysis Intelligence Index, GPT-5.5 scored 60, ending the deadlock with Claude Opus 4.7 and Gemini 3.1 Pro. OpenAI took four of the top six spots. But how long this "number one" lasts depends on several variables.
First is price. GPT-5.5 is more expensive, while DeepSeek V4 launched on the same day with open-source and low-cost strategies, offering a "universal" approach. For small and medium enterprises and individual developers, the 26-fold API price difference is significant. OpenAI needs to find a new balance between "high-end closed source" and "broad accessibility."
Second is safety. GPT-5.5’s stronger autonomous execution capabilities mean that if misused, risks are amplified. Automated exploits, code generation attacks, information gathering—these potential threats become more realistic as the model becomes more capable. OpenAI is also pushing traceability tech like C2PA metadata watermarks, but product lead Adele Li previously admitted that metadata "is not a panacea," as screenshots, cropping, and platform compression can disable watermarks.
Third is the pace of competition. On the night of GPT-5.5’s release, Anthropic coincidentally published a report admitting that Claude’s performance had declined due to product adjustments and that it had been fixed. This "counter-move" indicates that the gap between top models is narrowing, and any lead may be temporary.
Some users also found that on several benchmark datasets not shown on OpenAI’s official blog, Claude Opus 4.7 still leads, meaning the claim of "comprehensive dominance" isn’t entirely accurate.
Returning to a fundamental question: will GPT-5.5 cause ordinary people to lose their jobs?
In the short term, probably not. It can indeed handle many tasks rated 80 to 90 points independently, but tasks requiring 100 points, deep strategic judgment, or involving creativity and emotional connection still need humans. What’s truly changing is the significantly lowered barrier to turning ideas into results.
Previously, you needed to learn programming, data analysis, or PowerPoint skills; now, you just need to clearly articulate what you want. Future competitiveness depends less on whether you can use AI tools and more on whether you have ideas worth executing by AI. The more powerful the tools, the more valuable your ideas become.
This transformation sparked by GPT-5.5 isn’t about eliminating people but about replacing "just executing" work. When AI can write your code, fill out spreadsheets, review tax forms, the only thing you can’t be replaced in is the ability to decide "what" and "why."
What’s your view? Will GPT-5.5 make you more willing to pay for AI, or will you prefer open-source solutions? Feel free to share your thoughts in the comments.

#英特尔与德州仪器大涨 Financial reports and price increases resonate, CPUs usher in a revaluation of value
Intel and Texas Instruments consecutively deliver better-than-expected financial results, driving stock prices higher. At the same time, the two CPU giants signal price hikes, and the structural transformation of computing demand is pushing processors to a new strategic height.
unsetunsetFinancial reports surpass expectations
unsetunsetThe performance of the two major giants is impressive.
Intel's Q1 revenue was $13.58 billion, up 7.2% year-over-year, with earnings per share of $0.29, far exceeding the expected $0.01; data center and AI business revenue reached $5.1 billion, a 22% surge, with after-hours stock soaring nearly 20%, and an annual increase of over 80%.
Texas Instruments' revenue in the same period was $4.83 billion, up 19%, with earnings per share of $1.68, and data center business skyrocketed about 90%, industrial sector increased 30%, with the stock price jumping nearly 19% in a single day, setting a 25-year record.
unsetunsetCPU price hike wave: price transmission under supply and demand imbalance
unsetunsetBehind the performance, CPUs are experiencing a comprehensive price increase. Since March, consumer-grade CPUs have risen 5%-10%, server CPUs 10%-20%. For example, the Core i5-14600KF price increased from 1,500 yuan to 1,650 yuan, a 10% rise; Ryzen 7 9800X3D from 4,300 yuan to 4,650 yuan, an 8.1% increase; the fifth-generation Xeon 6530 from 8,000 yuan to 9,000 yuan, a 12.5% increase.
Major manufacturers are also brewing a new round of price hikes: Intel may have an 8%-10% increase in the second half of the year, AMD plans two rounds of price adjustments in Q2 and Q3, with a total server CPU price increase of 16%-17%. Delivery lead times have also extended from the normal 1-2 weeks to 8-12 weeks, with some models taking up to 6 months, and capacity is under high pressure.
unsetunsetThree main driving forces
unsetunsetThis wave of price increases is not a short-term imbalance but a superposition of three major trends.
Structural shift in AI demand.
Applications are shifting from training to intelligent agent deployment, making CPU scheduling increasingly critical. During training, CPU-to-GPU ratio is 1:4 to 1:8; in inference scenarios, it is evolving toward 1:1 or even 1:2, meaning CPU demand will multiply under the same GPU scale.
Capacity squeeze from advanced process nodes.
Next-generation CPUs all adopt 3nm process technology, competing for the same capacity as AI chips and GPUs. Foundries are fully booked, and supply-side response in the short term is difficult.
Strategic layout by manufacturers.
Intel has invested $14.2 billion to buy back a 49% stake in an Irish wafer factory, widely seen as a key move to lock in capacity early and prepare for explosive CPU demand.
Outlook
unsetunsetThe intertwining of better-than-expected earnings and ongoing price hike signals points to a clear trend: in the Agentic AI era, CPUs have shifted from auxiliary roles to the core of computing architecture scheduling and value anchoring. Upstream design companies’ bargaining power is strengthening, while downstream manufacturers face structural cost increases. Securing capacity early has become urgent. The revaluation of CPU value may just be beginning, and the tight supply-demand pattern will persist throughout the entire upgrade cycle.