PANews Editor's Note: PANews has selected high-quality content for the week to help everyone fill gaps and make good use of the weekend. Click the title to read.
Products under the AI Heat
Core Engineer of DeepSeek: I had to bury my talent yesterday
A DeepSeek operator engineer narrates being replaced by AI, predicting that in six months to a year, AI writing operators will catch up or even surpass, forcing him to switch careers. A first-person account documenting the career anxiety of top talent in an arms race.
Jinshi River partner Zhu Xiaohu's speech highlights: technology will not always be scarce; when progress outpaces diffusion, technology dominates, otherwise it requires competing for customers and business efficiency. He proposes a 3S value capture model, warning that the real barriers in AI entrepreneurship lie in culture and business.
Deep Dive into the 630 Companies YC Invested in This Year, The Top 10 Directions They Favor
Data breakdown of 630 projects by YC this year: more than 90% do not do To C, over half are building pipelines for AI. Agent infrastructure and AI employees are the most crowded tracks, with defense and space procurement directly presenting needs.
AI is Burning Cash Too Fiercely? China’s Wealthiest Companies Start Desperately Seeking Funds
Reviewing Alibaba's capital increase of HKD 80 billion, Tencent's bond issuance, ByteDance's USD 29.6 billion unsecured syndicated loan behind the computing power arms race. Major firms still seek funds despite trillions in cash, because AI infrastructure waits for no one; it's not just chips being snatched but time as well.
Company A’s “AI Apocalypse” Capital Manipulation Exposed, Hype Anxiety for IPO Fundraising!
Anthropic's co-founder calls for slowing AI, criticized as a promotion for a $2 trillion IPO. Its allied AI safety organizations are mostly funded by early investment networks, raising questions about the independence of their independent arbiters.
Macroeconomic Insights
Talking El Niño with a Billion-Dollar Private Equity Meteorologist
NOAA predicts over 90% probability of El Niño developing this fall and winter, with overlapping war and extreme weather, a global food crisis may erupt by 2027. A conversation with a Kaifeng meteorologist analyzes the chain reaction and investment opportunities in agricultural products, crude oil, and supply chains.
SEC launches a 5-year innovation exemption sandbox, allowing tokenized NMS stocks to trade on permissioned chain AMM venues. Sets four red lines: same share same rights, issuer dissent rights, scale limits, real rights instead of synthetic products.
Hong Kong releases a 5-year plan and policy report detailing stablecoin regulation, tokenization implementation, Web3, and licensing systems for virtual assets, clarifying the development path of digital assets combined with the real economy.
Diesel prices soared to a historical high, breaking $6 per gallon, with record crack spreads raising inflation concerns. Damaged Russian and Middle Eastern refineries led to a 26% drop in global diesel exports, the supply crisis is impacting shipping, agriculture, and mining costs, deeply analyzing institutional views and geopolitical hedging strategies.
Institutional and Celebrity Insights
Sun Yuchen: Why Did I Establish the "Sun Yuchen Award"?
Sun Yuchen establishes a personal mathematics award, the prize pool is publicly on-chain with transparent rules: machines automatically distribute rewards after verification, following the question not the person, open to artificial intelligence.
a16z: Clarity Act Hangs by a Thread, Only the Senate Can Prevent the Next FTX-style Disaster
a16z's policy lead argues for the necessity of CLARITY based on the FTX bankruptcy: nearly a century of customer isolation and qualified custodial rules in traditional finance have not covered the digital asset spot market, three objections are insufficient to maintain the status quo.
Trump Accepted "80% of the Conditions", Why Does the Democratic Party Still Reject the CLARITY Act?
A review of the CLARITY Act’s defeat of 49 to 50: the Republican Party claims to have incorporated 126 amendments and accepted about 80% of the ethical proposals, but the Democratic Party questions whether the ban can really be enforced against Trump, becoming an insurmountable barrier.
Seizing Opportunities
Delphi Digital: After Payments, the Next Battlefield for the Agent Economy - Task Markets
Delphi analyzes the next stop for the Agent economy: buying inputs and buying outcomes are different, the task market sells “verified completion units” rather than API calls. The key lies in issuing, custody, acceptance, disbursement, and objection mechanisms.
From Robinhood to Arc, Uniswap Catches a Flood of Traffic, v4 Accelerates to Capture Liquidity
Uniswap is capturing traffic from Arc and Robinhood Chain, with trading volume and protocol revenue continuing to rise, UNI bucking the trend. The new chain assists V4's rapid growth, with Hook gradually becoming a significant growth point, but hidden malicious risks remain.
Web3 Games Begin to Embrace AI, Perhaps Not Just Chasing Trends, But Changing Narratives
For those remaining blockchain gaming companies, being in the AI wave might also be an opportunity to re-answer the question of “What problems should technology solve for games?”.
Coinbase, Robinhood, and Circle: Three Issuers, the Same Distribution Dilemma
Coinbase lists stock tokens, Robinhood builds its own chain, Circle launches Arc, the three giants are betting on issuance, but the real game-changer lies in asset reach. Jumper routing data shows the new chain consumed nearly 8% of cross-chain traffic in 74 days, with LI.FI silently collecting tolls amid the issuer free-for-all.
Web3 Matters
Meme Players Rush to the New "Trench" of Arc, Transaction Volume Exceeds One Million on Launch Day
On the first day of Arc's mainnet launch, transaction volume surpassed one million, as Meme players scrambled for early chips, even paying high premiums to position themselves early. However, the overall sentiment towards meme funds is cooling; how long can this contrary frenzy last?
ARC Live Broadcast Flops, Why Are Cryptocurrency Investors So Afraid of Indians?
A South Asian face appearing in the Arc live broadcast triggered Meme sell-offs, with some tokens dropping 40%-75%. Reviewing the tens of billions in losses from scandals related to India like BitConnect, calling it post-traumatic stress rather than pure prejudice.
Standard Chartered Calls for 70 Times Target Surge, Changing the Valuation Logic for ARB
Standard Chartered's first forecast for ARB gives a target of nearly $10 by the end of 2030 for a nearly 70 times target, reconstructing the valuation logic from L2 to infrastructure builders serving traditional finance on chain, but PANews points out significant optimistic bias in its AEP revenue calculations.
Annual Increase of 2496%! The Logic Behind Zcash's Surge and the Hidden "Collapse Risk"
Dissecting the driving forces behind ZEC's annual increase of 2496%: grayscale spot ETF, conclusion of SEC investigations, trading blocks rising to 59%, short squeezes, and a limit of 21 million, while also pointing out the high degree of unpaid positions and potential collapses of whale short positions.
NEAR surged over 26% to break $3.45, NEAR@3.33 incentive plan sparked the market, confidential models locking up over $70 million, with $3.3 becoming a key cash-out price.
Key Information
- ARB has risen over 30% in the past 24 hours, currently reported at around $0.22
- Kevin O’Leary states the US Senate may resume discussion of the “Clarity Act” in the first quarter of next year
- AMC CEO praises SEC's new regulations for tokenized stocks, urging Robinhood's overseas operations to adhere to the same standards
- Arc launches AI coding agent Arc Studio, which can generate on-chain applications and smart contracts through prompts
- Hackers use Anthropic Claude to breach OpenAI's internal systems
- The Bank of Japan increases interest rates by 25 basis points as scheduled
- Nostra borrows approximately $3.5 million worth of assets due to manipulation of NSTR oracle prices
- SoftBank increases the scale of Arm’s pledged loans to $25 billion to ramp up AI investments
- Nvidia commits $2 billion to Brookfield's global AI infrastructure fund
- Alibaba Tongyi Qianwen releases Qwen3.8-Omni-Flash, reducing video input costs by about 89% compared to previous generations
- Zhiyun launches GLM-5.3-FlashX, with peak inference speeds reaching 200 tokens/s
- Anthropic: About 30,000 AI agents working internally, 6% of AI R&D computing power allocated to safety
- OpenAI launches Sponsored Agents, ChatGPT advertising clicks greeted by brand AI
- The UN collaborates with Google to launch an AI-ready data platform, supporting MCP for agents to query directly
- CFTC relaxes registration requirements for "passive software", expanding the entry points for crypto and prediction market trading
- ICE Executive: Avalanche meets multiple requirements for NYSE on-chain ATS, still under assessment
- Over 80% of Robinhood's stock token transaction volume completed on Uniswap, totaling $10 billion
- Hong Kong will launch wholesale CBDC for settling tokenized government bonds by the end of the year
- Several newly created addresses recently withdrew tens of millions of dollars in ZEC from exchanges
- ZachXBT accuses 7zarc of being involved with the $70 million funds flow of Raidparty
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