birrreeerrr

1.9K posts

birrreeerrr

birrreeerrr

@BirlyAditya

Regional Contributor @pharos_network

Katılım Ekim 2021
320 Takip Edilen226 Takipçiler
Pharos | Mainnet Soon
Pharos | Mainnet Soon@pharos_network·
It all started on May 16, 2025 After 347 days of relentless building, almost here Pharos Pacific Ocean Mainnet will launch at 6AM EDT on April 28, 2026. Airdrop claims start at 7AM EDT on April 28, 2026 ⚓ THE WAIT IS OVER 🌊
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BHARAT.ip
BHARAT.ip@BharatWormie·
Lil late to the party but , Got an airdrop from @pharos_network 🧐 Huge thanks to the team and respect to the CM @ironsidecrypto keeping the community active and aligned. ahhh , the discord roles still worthy Am i crossing 5 fig ? 👀 Hoping a launch over 1.2B fdv
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Axis Robotics
Axis Robotics@axisrobotics·
Axis Tech Update: From Action Replay to State Replay We've upgraded our backend replay mechanism from action replay to state replay. This can be summarized in 3 steps: - Record state (retain full info) - Compress representation (reduce cost) - Physics consistency validation (remove anomalies) Here is the research behind it: I. Action Replay Fails in Long Tasks Our goal was to enable zero-barrier web teleoperation of robots, seamlessly migrating data to servers for training and cross-sim replay. The pipeline spans multiple environments: User Browser (WASM) ➡️ Server Sim (Python MuJoCo) ➡️ Target Sim. Initially, we used Action Replay (recording commands and replaying them), but success rates dropped drastically as tasks got longer. II. The Root Cause: Underlying Differences in Simulators This error stems from the underlying heterogeneity across simulation environments. Different simulators have micro-differences in numerical precision, physics solver logic, time steps, and collision handling. In dynamical systems, these micro-errors are continuously amplified during time integration. State evolution is recursive: [Current State + Current Action ➡️ Next State]. A tiny deviation early on shifts the contact point, altering collision feedback. Eventually, the trajectory branches off irreversibly. Meaning: The same actions don't yield the same results across different sims. Relying solely on action sequences cannot guarantee reproducible physical trajectories. III. State Replay and New Challenges We shifted our paradigm to State Replay. Instead of recording "what actions were executed," we record "what physical states the system actually experienced." By recording full environment snapshots and loading them during replay, we bypass re-calculating the causal chain. This brought 2 new challenges: 1️⃣ Data Volume: We redesigned data structures to compress 1s of trajectory to ≈ 1KB. 2️⃣ Cheating Risks: Users could fake intermediate trajectories (see our recent anti-bot update). To fix this, we introduced Physical Consistency Validation. The physics engine acts as a referee, enforcing strict constraints: Extract [State + Action] ➡️ Run 1 server sim step ➡️ Get predicted state ➡️ Compare with recorded state. If the error exceeds the threshold, it's rejected. IV. A Higher-Level Perspective: A Denoising Problem From a higher perspective, cross-sim replay actually deals with noisy trajectory data (Real Trajectory + Cross-Sim Error). Our goal is to restore a physically consistent trajectory despite these inherent errors. We accept the inevitable biases between different simulators. Through state recording, compressed representation, and step-by-step physics validation, Axis guarantees trustworthy results. 🔵 To visualize the impact of this upgrade, check out the performance breakdown below. The table compares the success rates of Action Replay vs. State Replay across various tasks.
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Lumin
Lumin@lumincrypto·
Been with @pharos_network since Dec 19, 2024 - almost 1.5 years now. It’s been a long journey. Huge thanks to everyone who’s been here and supported me along the way 💙 Special shoutout to @0xJayZ and @ironsidecrypto - really appreciate you bringing me onto the mod team and trusting me all this time. Hope we keep building together for a long time 💙 And of course - @enestre11a, @099andr 😘 A few quick facts about TGE & price expectations: TGE is coming right after the public sale ends on April 28 Quick rundown: • Circulating supply at launch - only 13.5% • Team + investors locked for 12 months • $250M RWA Vault already live (51% tied to GCL solar assets) • @coinbase and @okx confirmed, more Tier 1 CEXs coming GCL needs an opening price of ≥ $0.95 to trigger the first 50% tranche hkexnews.hk/listedco/listc… My personal call for TGE: $1.00–$1.50 #Pharos #PROS #RWA #TGE
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Casa
Casa@casabianca1826·
Feeling grateful and optimistic!! ✨ Thankyou @pharos_network for the allocation!! Bullish on Pharos!! Excited for what's ahead- gonna soar high with my PROS!! 📈 Special thanks @ironsidecrypto for all the support and leading us here!!
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Mas Bre
Mas Bre@Mas_Bre21·
akhirnya setelah perjuangan dan perjalanan panjang bersama @pharos_network, dari awal Tesnet - Atlantic - Pasific sekarang Mainnet. tapi ini bukan akhir, ini adalah awal yg baru.
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Pharos | Mainnet Soon
Pharos | Mainnet Soon@pharos_network·
The window is open ⏳ The Pharos RealFi Access Program commitment phase ends on April 25 at 8AM EDT Don't miss your chance to join the $PROS Public Sale powered by Sonar by @echodotxyz ✅ Registration is still open ✅ Flexible commitment ($100 - $50k) ✅ 2 options: Liquid or Discounted (6-mon lock) 👉 Finalize your commitment: port.pharos.xyz/sale
Pharos | Mainnet Soon@pharos_network

Introducing Pharos RealFi Access Program: The $PROS Public Sale A structured, Pharos-hosted framework designed to provide compliant and broad access to the Pharos ecosystem ⚓ Identity verification, eligibility checks, and secure settlement are powered by Sonar of @echodotxyz 🧵 Thread for details:

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Marmutz
Marmutz@Marmutz_eth·
Feeling truly grateful for this reward from @pharos_network 🙌 From the very first day of testnet launch until now, all the time, effort, and consistency finally paid off. Grinding, contributing, staying active, and collecting multiple roles throughout the journey wasn’t easy, but it was all worth it. This is actually my first airdrop this year.., Big respect to the team and the community. This is just the beginning 🚀
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Pharos | Mainnet Soon
Pharos | Mainnet Soon@pharos_network·
Pharos RealFi Access Program is live 🌊 Access to $PROS enrollment is now available for identity-verified participants on Sonar ⚓ Commit window opens until April 25, 8AM EDT 👉 port.pharos.xyz/sale
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birrreeerrr
birrreeerrr@BirlyAditya·
gbulkkkkgbulkkkkk allll Still trading and staying with @bulktrade. After BTC, ETH, and SOL, Bulk has also added XRP, SUI, BNB, ZEC, DOGE, and Fartcoin with up to 50x leverage.
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Marmutz
Marmutz@Marmutz_eth·
𝐔𝐧𝐝𝐞𝐫𝐬𝐭𝐚𝐧𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐅𝐚𝐫𝐨𝐒𝐰𝐚𝐩 𝐋𝐢𝐪𝐮𝐢𝐝𝐢𝐭𝐲 𝐄𝐧𝐠𝐢𝐧𝐞 𝐨𝐧 𝐏𝐡𝐚𝐫𝐨𝐬 Pharos Network is steadily building its roadmap toward mainnet by strengthening one core layer: liquidity infrastructure. At the center of this effort is @FaroSwap, a liquidity routing layer that connects and optimizes trading across different pools within the ecosystem. What makes it interesting is the integration of @BreederDodo ’s PMM (Proactive Market Maker) alongside traditional AMM v2/v3 models. Instead of relying on static liquidity pools, this combination aims to: • Reduce slippage through smarter price curves • Improve capital efficiency for liquidity providers • Aggregate liquidity across multiple sources via routing logic Early traction metrics from @FaroSwap also suggest strong ecosystem activity, with hundreds of thousands of wallets and millions of interactions already recorded. In simple terms, @pharos_network is not just building a chain, it’s trying to build a liquidity layer that behaves more like infrastructure than isolated pools. As the mainnet approaches, this liquidity architecture could become one of the key foundations of the ecosystem’s DeFi stack...
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