# Planning İlgili Makaleler

HTX Haber Merkezi, kripto endüstrisindeki piyasa trendleri, proje güncellemeleri, teknoloji gelişmeleri ve düzenleyici politikaları kapsayan "Planning" hakkında en son makaleleri ve derinlemesine analizleri sunmaktadır.

I Built a Bitcoin Buying System: $64,000, The Lower the Score, The More I Buy

Australian trader Jake Pahor shares his personal Bitcoin investment system. After losing money on altcoins in the last cycle, he now holds 100% Bitcoin, viewing it as the benchmark for the crypto asset class. His strategy centers on a dynamic dollar-cost averaging plan driven by the CSH Risk Score (a proprietary metric). He buys only when the score is between 10 and 30, purchasing more when the score is lower. Exit rules are also predefined. Currently, the CSH score is 25.6, indicating an "early cycle" phase, so his regular buying continues while larger purchases await a drop below 20. He emphasizes that a robust system, written calmly in advance, is crucial for withstanding market emotions. He also monitors key metrics like Bitcoin dominance and the TOTAL3/BTC ratio, noting that altcoin season hasn't begun yet based on historical patterns. The article's core message is that the right answer to "Should I buy now?" is not a specific recommendation but a personalized system that fits one's life and risk tolerance.

marsbit07/27 11:59

I Built a Bitcoin Buying System: $64,000, The Lower the Score, The More I Buy

marsbit07/27 11:59

Notion CEO: AI companies should be a 'Jazz Band,' and I am a 'Refounder'

Notion CEO Ivan Zhao, in a recent podcast, shared his journey of twice rebuilding the company from near-collapse and now applying the same "Refounder" mindset to reshape the 1000-person organization in the AI era. He argues that AI has commoditized technical capability (Capability). True talent now hinges on Taste (judgment/values) and Agency (proactive drive), necessitating a shift in hiring—e.g., hiring more juniors for curiosity and having sales candidates demonstrate work upfront. Zhao envisions the company as a "Jazz Band"—agile and improvisational—versus a rigid "Marching Band." This is reflected in an engineering "dumbbell" structure (super juniors + top-tier seniors, with middle layers compressed), dissolving the CMO role to let teams operate directly, and integrating entrepreneurs via acquisitions to lead their expertise areas. Notion has abandoned traditional long-term product roadmaps, planning only conservatively for finances while adopting a week-by-week, improvisational approach to product strategy, as longer plans proved futile during rapid AI shifts. He concludes that while human nature and roles remain constants, companies must rewrite their approaches to hiring (valuing Taste/Agency over Capability), organizational design (reducing roles focused on coordination/execution), and planning (embracing flexibility). Modern knowledge work, being only ~150 years old, is ripe for reinvention.

marsbit05/26 04:43

Notion CEO: AI companies should be a 'Jazz Band,' and I am a 'Refounder'

marsbit05/26 04:43

World Models Shift from Prediction to Planning: HWM and the Challenge of Long-Horizon Control

World models have evolved from focusing on representation learning and future prediction to addressing long-horizon planning challenges. While models like V-JEPA 2 demonstrate strong predictive capabilities using large-scale video pre-training, they struggle with multi-stage control tasks due to error accumulation and exponential growth in action search space. HWM (Hierarchical World Model) introduces a two-level planning structure: a high-level planner outlines coarse subgoals over longer time horizons, while a low-level executor handles short-term actions. This decomposition reduces planning complexity and error propagation. In experiments, HWM achieved 70% success in real-world robotic tasks where flat models failed entirely. Complementary efforts include V-JEPA (focused on representation), HWM (on hierarchical planning), and WAV (World Action Verifier, on self-correction). Together, they mark a shift from pure world modeling to integrated systems capable of prediction, planning, and verification—key to deploying world models in real-world agents and long-term tasks.

marsbit04/17 10:26

World Models Shift from Prediction to Planning: HWM and the Challenge of Long-Horizon Control

marsbit04/17 10:26

The Bitcoin Inheritance Challenge: How to Help Your Family Recover Your Assets?

Self-custody of Bitcoin fundamentally changes estate planning. A robust inheritance plan must protect assets during the owner’s lifetime while ensuring designated individuals can recover them after death. Bitcoin’s key advantage—bypassing banks and custodians—also complicates inheritance, as the network only recognizes cryptographic keys, not legal documents. Key challenges include balancing security and accessibility, managing technical complexity for non-expert heirs, preserving privacy, and ensuring long-term viability. Common solutions include: 1. Custodial Inheritance: Relies on exchanges or institutions, sacrificing self-custody benefits for familiar legal processes. 2. DIY Inheritance: Ranges from simple seed-phrase handovers to complex multisig setups. High autonomy but requires technical competence from heirs. 3. Assisted Custody: Uses a service provider for multisig setup and recovery guidance, improving usability but depending on the provider’s longevity. 4. On-Chain Collaborative Inheritance: Combines assisted recovery with on-chain fallbacks (e.g., timelocks), ensuring access even if the provider fails. The strongest plans integrate a smooth, guided recovery path with a durable on-chain backup. Regular testing and updates are crucial. Inheritance isn’t just a technical issue—it must align with legal frameworks and family circumstances. Ultimately, a well-designed Bitcoin inheritance plan ensures assets remain secure, private, and recoverable for generations.

比推03/18 12:38

The Bitcoin Inheritance Challenge: How to Help Your Family Recover Your Assets?

比推03/18 12:38

Pundit Says XRP Won’t Change Your Life If You Keep Doing This

Crypto pundit Jake Claver warns that XRP's price appreciation alone won’t guarantee financial transformation if investors fail to plan their exits strategically. He emphasizes that emotional trading—such as panic selling during volatility or holding too long for unrealistic gains—undermines potential profits. Without predefined profit targets, risk limits, and exit timing, investors often miss key opportunities or sell at suboptimal levels. Claver argues that preparation and discipline are essential to capitalize on XRP’s brief but significant price movements. Ultimately, financial success depends not on market performance alone, but on structured decision-making and emotional control.

bitcoinist01/07 06:02

Pundit Says XRP Won’t Change Your Life If You Keep Doing This