PANews published a weekly digest spanning AI, macro themes, market structure, on-chain security and project watchlists.
AI-driven stories
One featured article focused on Anthropic ahead of its IPO filing. According to the roundup, the company acknowledged in its prospectus that it had significantly underestimated compute demand. The figures cited were $16.29 billion in half-year revenue and about $417 billion in minimum payment obligations under signed compute contracts.
Another piece on embodied AI argued that capital enthusiasm and deployment economics are out of sync. The article said Unitree had pulled back about 61% after listing, while September financing fell 70% month over month. The author used the misalignment of six different clocks to explain why valuations peaked first.
PANews also highlighted an article on the "Fat Fish Agent" phenomenon on Bilibili. It described an agent using plugins to automatically post comments, stack replies and run a daily round of activity across the platform, framing it as an experiment in AI losing control after entering public space rather than a simple meme.
On big tech spending, a separate article examined Amazon, Meta and Oracle. It said Amazon posted $135 billion in net profit over the past year and its highest operating margin in 40 quarters, yet free cash flow over the same period was negative $7.6 billion. The question raised was when AI spending would pay back.
Y Combinator, or YC, was cited as urging founders to move beyond wrapper AI and into 11 capital-heavy sectors, including a domestic U.S. robotics supply chain, data center power supply and government data pipelines. The article argued that AI bottlenecks are spilling out of the model layer and into the physical world.
Macro and market structure
On options markets, PANews said case studies from the U.S., India and South Korea show that retail traders rush in once they get access to cheap short-dated contracts. The digest cited SPX same-day options rising from 5% of volume to 60% over a decade, while Robinhood’s options revenue has reached 1.5 times the combined total from stocks and crypto.
For stablecoin payments, Shinhan Card and SBI signed a memorandum of understanding to connect a yen stablecoin to merchant acquiring in South Korea. The project remains at the proof-of-concept stage. The article said the real tests will be FX costs, refunds and how merchants ultimately receive won.
Hong Kong’s digital asset rollout was another theme. The roundup said HSBC’s RedCoin had connected with PayMe, HKDAP circulation stood at only 6.11 million tokens, and tokenized money market funds had started round-the-clock trading. The author’s point was that the key metric should shift from licenses to actual usage.
Another article looked at why Bessent folded dollar stablecoins into U.S. monetary strategy. It noted that 90% of stablecoins are pegged to the dollar and reserves buy short-dated Treasuries, while warning readers to distinguish between genuinely new demand and a shift from existing demand.
Executives, investors and public figures
Changpeng Zhao, or CZ, was featured in a piece revisiting his prison term and departure from Binance. The article said that in 2017 he used $6 million, equal to 40% of the treasury at the time, to fully compensate users. It also quoted his view that AI agents cannot open bank accounts and that crypto is their only native blood supply.
Arthur Hayes, in a separate essay, treated compute as a commodity. The framework described in the digest starts with a FLOPS-based spot benchmark, then adds deliverable FCU forwards and FRCR futures, marking his third bet that derivatives will become an industry standard.
An a16z partner listed five founder profiles seen as most likely to build unicorns in the AI era: solo founders, people without technical backgrounds, industry veterans, students and influencers. The same piece warned that a gap still separates demos from products that can scale.
Anthropic’s president was also highlighted for drawing a line on product design. The article said she rejected advertising and criticized AI virtual companions, arguing that AI is a thousand times more intimate than social media. Her position was that AI should handle information while humans retain judgment and empathy.
PANews also flagged a coming MSCI decision on Strategy due on Nov. 11. If the company is removed, the article said it could face $2.8 billion in passive selling and weaken the financing flywheel built on issuing stock at a premium to buy more bitcoin.
Projects and trade ideas
The roundup listed 19 projects that may launch token generation events in the fourth quarter, spanning AI, DeFi, real-world assets, prediction markets and gaming. PANews said the common pattern is to tie tokens to staking, buybacks and burns, and real usage scenarios.
On Hyperliquid, the digest said non-crypto trading made up about 30% of activity in October and reached 40% on one day. The article modeled $4.9 billion in revenue by 2029 as supporting a $128 price target, with fees moving closer to CME as the main variable.
Another piece compared three crypto-plus-AI inference projects with sharply different business models: selling credits, aggregating supply to push down prices, and building peer-to-peer compute discovery. The author said many issued credits have not been used, leaving a disconnect between tokens and demand.
PEARL, which calls itself an AI version of bitcoin, was described as using PoUW to combine AI matrix computation with mining. The article said its price rose from $0.19 to $2.44, though most network compute is still processing random data.
Web3 and on-chain tracking
In bitcoin mining, Tether’s open-source MDK framework has already received commitments from 15 mining companies, according to the digest. The plan is to standardize miner interfaces first and then let the QVAC agent layer take over. The article said real deployment scale and permission boundaries remain unclear.
Tokenized U.S. equities drew strong opposition this week. PANews said 33 issuers, representing about $17 trillion in market value, pushed back, with issuer authorization at the center of the dispute. The article contrasted that with DTCC’s tokenization work inside the legacy custody system and argued that the disagreement is about route selection, not the technology itself.
A chain analysis article reconstructed the Binance attack path in detail. It said $6.28 billion moved out across eight chains, the attacker used 50 EIP-7702 authorizations to take over Binance 14, and the escape windows were mapped transaction by transaction against freezing efforts by Tether and Circle.
Zcash community debate centered on what the digest called an idle treasury worth $125 million. PANews said the ZCG treasury had grown to $125 million while an 8% block subsidy continues to be issued automatically. Co-founder Sean Bowe argued for ending the subsidy and moving to NSM, and the community now has four competing proposals.
Key headlines
- Binance said the security incident may have involved a DevOps engineer’s computer being compromised, that no private key leak had been found, and that total losses were estimated at about $6.3 billion.
- He Yi said user funds are safe and Binance will cover all losses from the hack.
- Binance said the verified total amount frozen was about $3 billion.
- ZachXBT said the Binance hacker is suspected to be the North Korean hacking group Lazarus Group.
- The Binance hacker sold UNI, ENA, PEPE, LINK, AAVE, ONDO and WLD for a combined 70,480 ETH.
- Aave said it had temporarily frozen all DAO markets in V3 and V4 because of the Binance incident.
- Shenyu said the Binance 14 hot wallet had still not revoked its EIP-7702 delegation, leaving about 2,961 ETH at risk of being swept again.
- SlowMist researcher Cos said there is no problem with the EIP-7702 mechanism itself and that the Binance attacker only used it to make large-scale theft easier.
- CZ said the funding gap from the Binance theft was about $2 billion and that SPCX holdings could cover most of it.
- A Binance investigation update said more intrusion points had been found and withdrawals were still expected to resume within 45 hours.
- The Arbitrum Security Council froze about $30.5 million tied to the Binance attack.
- Microsoft said North Korean hacking groups have embedded AI into the full attack chain and often target cryptocurrency.
- Spot gold fell below $4,000.
- ETH fell below $2,200, down 7.19% on the day.
- Details of DeepSeek’s 105.5 billion yuan financing were disclosed, with a valuation of about 615.5 billion yuan and nearly 30 investors involved.
- Binance will delay the listing of Predict (PREDICT).
- Bipartisan senators asked Kalshi and Polymarket how they prevent insider trading in election betting.
- Coinbase’s CEO plans to sell up to 8.1674 million shares worth about $1.31 billion.
- Trezor said Trezor Safe 5 devices sold through reseller CryptoBilis may have been implanted with malicious hardware.
- The OKX CEO called for the industry to build shared security standards and a coordinated response mechanism.
