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TRON (TRX) — Onchain News & Whale Tracking

Real-time TRON whale movements, exchange flows and onchain findings tracked by Lookonchain. 980 updates and counting.

2026.11.04 13:18

Tencent has released the official version of Hy4, and its comprehensive performance ranks among the strongest open-source models.

Beating AI News Flash: Tencent Hunyuan releases the official version of Hy4. Compared to the August preview, the official Hy4 has expanded pre-training and post-training scales, enhanced capabilities in programming, long-horizon agents, financial analysis, and for the first time added visual understanding and computer operation functions. Multiple evaluations released by Tencent show that its overall performance has entered the first echelon of open-source models. Hy4 can now operate computers by integrating screen content, mouse/keyboard inputs, and command lines to complete cross-software tasks. To this end, Tencent built a sandbox with hundreds of software deployed, allowing the model to practice repeatedly and verify results. In game development, GameDev and GameLogic evaluations improved by 19.1% and 9.8% respectively compared to the preview version. Hy4 also made new progress in scientific research tasks. Tencent said that Hy4 completed 3D reconstruction of a mouse embryo with nearly 7 million cells in 1.5 hours without human intervention; it can also independently locate performance bottlenecks in model training systems, increasing training throughput in internal tests by 20.1%. The official version maintains the API pricing of the preview. Standard API calls on Tencent Cloud are offered a limited-time 50% discount until December 31, while Token Plan subscriptions enjoy points consumption at 25% of the original rate until November 18. The model is now available on platforms including Tencent Cloud and OpenRouter, with its weights planned to be open-sourced soon.

2026.11.01 21:33

US and South Korean stocks Monday price preview: Samsung Electronics is expected to open around 2.5% lower, while most US stocks are stronger in pre-market trading.

During the weekend when traditional financial markets are closed, on-chain Nasdaq Trade.xyz enables continuous trading and real-time price discovery via perpetual contracts—functions unavailable in traditional finance—allowing users to pre-price U.S. and South Korean stock markets for Monday. Most popular U.S. stock assets on Trade.xyz have strengthened compared to Friday’s after-hours trading, and are expected to open slightly higher ahead of Monday’s session. Weekend performance details are as follows: SpaceX is quoted at $137.72, up from $136.07 in U.S. after-hours trading Friday; Micron (MU) is quoted at $907.87, up from $889.151 in U.S. after-hours trading Friday; SanDisk (SNDK) is quoted at $1169.2, up from $1157.572 in U.S. after-hours trading Friday; NVIDIA is quoted at $204.81, down from $205.25 in U.S. after-hours trading Friday; Marvell Technology (MRVL) is quoted at $198.77, up from $197.993 in U.S. after-hours trading Friday; Intel is quoted at $66.044, up from $64.882 in U.S. after-hours trading Friday; Google is quoted at $283.14, up from $281.46 in U.S. after-hours trading Friday; AMD is quoted at $513.3, up from $508.219 in U.S. after-hours trading Friday. Popular South Korean stocks on Trade.xyz have edged lower from Friday’s closing prices. Weekend performance details are as follows: Samsung Electronics is quoted at $164.66, down from its Friday close of $168.68; SK Hynix is quoted at $1063, down from its Friday close of $1063.06.

2026.10.29 15:00

The Federal Reserve’s "strong economy" assessment is widely questioned by Wall Street.

The Federal Reserve left interest rates unchanged at their current level as expected on Thursday. In its latest policy statement, the central bank upgraded its assessment of U.S. economic expansion from "solid" in September to "strong". The Fed noted that business investment remains robust and job growth aligns with the size of the labor market. Market participants have raised widespread skepticism over the Fed’s upbeat economic outlook. With economic growth momentum softening, some observers argue that even a minor weakening in economic fundamentals could derail this "strong" outlook. It remains unclear exactly how this strong performance will drive price pressures lower. Following Wash’s press conference, his lack of clear commitments on future policy actions led markets to scale back bets on further interest rate hikes. Against this backdrop, the spread between 2-year and 10-year Treasury yields, which had flattened in recent weeks, widened again, peaking at 34.1 basis points. The sharp sell-off in long-dated bonds indicates investors are navigating complexities beyond short-term monetary policy. Investors holding 10-year and 30-year U.S. Treasuries face greater exposure to inflation expectations and interest rate fluctuations over longer time horizons. When uncertainty rises, they demand additional compensation for this duration risk, pushing yields higher and bond prices lower.

2026.10.28 08:23

Seagate Technology’s Q1 fiscal quarter revenue rose 61% year-over-year, but its strong earnings report failed to boost its stock price, with shares falling more than 8% at one point in after-hours trading.

Seagate Technology released its first-quarter fiscal 2027 financial results for the period ended October 2, 2026, reporting revenue of $4.23 billion, up roughly 61% year-over-year and beating analyst expectations of $4.11 billion. Adjusted earnings per share (EPS) came in at $7.68, exceeding the forecast of $7.39. AI infrastructure development continues to drive demand for the company’s data storage products, with margins improving notably. The first quarter’s GAAP gross margin rose to 57.3% from 39.4% in the year-ago period; non-GAAP gross margin climbed to 57.8% from 40.1%, while non-GAAP operating margin jumped to 50.7% from 29.0%. Cost of revenue grew only around 13% year-over-year, lower than the revenue growth rate. On the cash flow front, quarterly operating cash flow hit $1.69 billion, and free cash flow reached $1.479 billion, up roughly 246% year-over-year. Both gross margin and free cash flow set new record highs, and the company raised its quarterly dividend by approximately 3% to $0.76 per share. Seagate projects its second fiscal quarter revenue will be $4.8 billion (with a range of plus or minus $100 million), and adjusted EPS of $9.20 (plus or minus $0.20), both higher than prior analyst estimates of $4.55 billion in revenue and $8.66 in EPS. CEO Dave Mosley stated: “Data creation, retention, and reuse continue to drive storage demand growth, and visibility into long-term customer demand supports our judgment of a multi-year growth cycle. Our Heat-Assisted Magnetic Recording (HAMR) technology roadmap will meet growing storage needs by increasing hard disk areal density while maintaining supply discipline.” Despite the better-than-expected results and second-quarter guidance, Seagate’s stock fell more than 8% in after-hours trading, according to data from BIT Stock Platform. The stock closed regular trading at $667.85 on the day, with a year-to-date gain of nearly 150%.

2026.10.20 17:27

Samsung Electronics is now leveraging its 5-nanometer process technology to attract new clients.

According to South Korean media reports, Samsung Electronics' Foundry Business Division, which handles semiconductor contract manufacturing, has begun targeting new customers for its 5-nanometer (nm, one billionth of a meter) process, as its 4-nanometer process capacity is already fully operational. While contracts for its most advanced 2-nanometer process with global large tech firms have been delayed, the move aims to boost production utilization centered on its 4-nanometer and 5-nanometer processes—boasting relatively stable yields—to improve profitability. Per semiconductor industry sources on the 20th, Samsung Foundry’s 4-nanometer process capacity has effectively reached saturation amid a recent rise in customer orders. As such, Samsung is expanding its sales efforts to attract new clients for its 5-nanometer process. Analysts note that this push for 5-nanometer customers is also a response to the demand shift: with 4-nanometer capacity nearing saturation, the 5-nanometer process can be offered as an alternative to meet clients’ performance and cost requirements, while also lifting utilization of existing production facilities. Conversely, securing major customers for its 2-nanometer process—its next-generation flagship technology—remains a key challenge. Samsung is in talks with global large tech firms for semiconductor manufacturing contracts based on its 2-nanometer process, but some negotiations are progressing slower than initially anticipated. Advanced processes require not only yield verification but also comprehensive validation of energy efficiency, design intellectual property (IP), and stable mass production capabilities, making the timeline to finalize contracts and launch mass production considerably long.

2026.10.16 10:49

Nvidia releases Nemotron 3.5 Super VL: Tops U.S. open-source model rankings, lags Xiaomi by nearly 20 points in benchmark scores

Beating AI News Flash: Nvidia has launched Nemotron 3.5 Super VL, releasing its model weights as open-source. The model has 120 billion total parameters, with only 12 billion activated per run, supporting a maximum 1 million-token context window. It combines text reasoning, visual understanding, and tool calling, allowing agents to directly read PDFs, analyze charts and videos, search the web, and complete tasks via tool calls—eliminating the need for repeated information transfer between text and vision models. The new model adopts a hybrid Mamba-Transformer architecture, improving inference efficiency through multi-token prediction and 4-bit quantization. In tests by Artificial Analysis, with a 100,000-token input, it achieved an output speed of roughly 630 tokens per second, about 5 times faster than Inkling Small, a model with comparable capability scores. Nvidia also noted that batch processing 10,000 SWE-bench Pro programming tasks using 4 B200 GPUs is up to 4 times faster than some comparable open-source models. Artificial Analysis gave Nemotron 3.5 Super VL a score of 26.5, ranking it first among U.S. open-source models, outperforming Nvidia’s earlier 550-billion-parameter Nemotron 3 Ultra (23 points) but still behind Xiaomi’s MiMo-V2.6-Pro (46 points). In Nvidia’s published SWE-bench Pro comparison, the new model’s pass rate stood at 51.78%, lower than Qwen3.8 Flash-Next’s 60.37%. Independent testing also exposed gaps between speed and reliability: Plotly evaluated the model on 43 data analysis questions, with the model answering 30 correctly, a median time of just 12 seconds per question, but missing all 3 data quality questions and 5 hidden pattern questions.

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