Enterprise Ecosystem on Allora
Ecosystem spotlight: how large infrastructure players tap a neutral, verifiable AI network instead of betting everything on a single closed model vendor.
Every enterprise buying AI today faces the same uncomfortable dependency. The intelligence that increasingly drives pricing, risk, forecasting, and operations sits inside a handful of closed models owned by a handful of vendors. You cannot see how the output was produced. You cannot verify it. You cannot easily swap it. And when that single provider changes its terms, its weights, or its availability, your business inherits the risk.
For regulated industries, sovereign infrastructure operators, and large cloud and telecom players, that is not a comfortable position. They want AI intelligence that is reliable, neutral, and verifiable, and they increasingly want a decentralized or auditable option rather than a black box under someone else's control.
This is the gap Allora is built to fill. Allora is the leading Model Coordination Network (MCN), a decentralized AI network that coordinates many specialized machine-learning models around a shared objective, weighting them in real time and aggregating their output into a single forecast that consistently beats any one model on its own. It produces forward-looking inference that applications consume via API or onchain, through a neutral and verifiable network. A neutral, decentralized network is attractive to enterprises precisely because it is not a single-vendor black box.
The enterprise segment of the Allora ecosystem reflects that pull. The names associated with it are among the largest infrastructure and connectivity operators in the world: Amazon Web Services, Alibaba Cloud, Saudi Telecom (stc), Exaion, and Xross Road. Together they represent global cloud capacity, national digital infrastructure, and specialized compute at a scale few networks can claim proximity to.
Where Enterprise AI meets a neutral network
@alibaba_cloud is the cloud and AI arm of Alibaba and one of the largest cloud providers in the world, with deep infrastructure across Asia and beyond. Public Allora communications describe a collaboration with Alibaba Cloud around launching an S&P 500 prediction topic on the network. At the level the public record supports, this positions Alibaba Cloud as an infrastructure and go-to-market participant rather than a defined product integration.
@awscloud (Amazon Web Services) is the largest cloud platform globally and appears in the enterprise segment of the Allora ecosystem map. AWS is the default deployment environment for a large share of AI workloads, so its presence signals where Allora-connected builders run infrastructure.
@stc (Saudi Telecom) is the Kingdom's largest telecom operator and a major digital infrastructure company, expanding aggressively into cloud, sovereign AI, data centers, and enterprise services under Saudi Arabia's Vision 2030. stc appears among the enterprises named as engaged with Allora. For a national operator building sovereign AI capacity, a neutral network that can be independently verified is a natural fit.
Exaion, historically a subsidiary of the French energy utility EDF, operates high-performance computing and secure cloud and AI infrastructure across Europe and Canada. Exaion is named among the infrastructure players engaged with Allora, aligning with its focus on secure, sovereign compute for AI workloads.
@xross__road is a Japan-based Web3 platform focused on intellectual property incubation and fan engagement. Its publicly announced partnership with Allora centers on AI and IP solutions: data analysis to enhance IP markets, customized user experiences, and detecting IP misuse. It sits on the enterprise map more as a regional platform partner than a core infrastructure provider.
What Allora gives an enterprise
The enterprise problem is dependency without verifiability. A single closed model is opaque, non-neutral, and impossible to audit, yet it may sit at the center of decisions the business is accountable for.
Allora supplies neutral, adaptive intelligence in place of that dependency. Because it coordinates many competing models and weights them by demonstrated accuracy, no single vendor controls the output, and the aggregate consistently outperforms any individual model. The result is inference an enterprise can consume via API or onchain, from a network whose behavior can be inspected rather than taken on trust.
For infrastructure operators, that is the strategic point. Allora is an open intelligence layer they can tap, extend, and build on, rather than a product they must accept as-is. As enterprises look for AI they can verify and govern, a neutral network becomes infrastructure, not just a vendor.
Sources
https://thedefiant.io/news/press-releases/allora-foundation-announces-launch-of-allora-mainnet-and-allo-token
https://www.allora.network/blog
https://hackernoon.com/xrossroad-announces-strategic-partnership-with-allora-network-to-expand-japanese-ip-in-web3
https://www.edf.fr/en/pulse/ventures-portfolio-exaion
https://vision2030.ai/institutions/stc/
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ICYMI: Injective is now officially an SEC registered transfer agent.
With this move, Injective becomes the first layer 1 blockchain to possess the RWA infrastructure and regulatory readiness needed to accelerate tokenization to new heights.
Injective has rapidly expanded its RWA efforts in recent months. Markets for digital asset treasuries, equities, and shares in pre-IPO companies such as SpaceX and OpenAI have also launched on Injective.
Recently, Injective expanded into enterprise trade finance. POSCO International, South Korea’s largest trading company, and LG CNS, the technology arm of LG Group, selected Injective for an exclusive live pilot that issues, transfers, administers, and settles trade receivables generated through international commerce.
This past week, Injective tokenized over $1 Billion in mortgage records onchain, cementing Injective as the fastest growing chain for RWAs. Publicly listed company Pineapple Financial also plans to tokenize over $10 Billion on Injective in the coming months.
The full stack for internet capital markets is here on Injective. Powered by $INJ
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Inside the Arm Mali G2-Ultra NX GPU: Delivering desktop-class mobile gameplay with AI-native graphics
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Inside the Arm Mali G2-Ultra NX GPU: Delivering desktop-class mobile gameplay with AI-native graphics
reply 4 /
The Bigger the Graph, the Bigger the Gain
As multi-agent graphs grow, orchestration overhead becomes a bigger part of total execution time. So we benchmarked GraphWorkflow against LangGraph across 15 configurations, from small workflows to 200-node chains.
The results:
- 7.0× geometric-mean speedup
- 62.5× faster on 200-node chains
- 21.6–31.3× faster compilation
- 7.9× faster cold build → compile → execute
As your agent graph grows in complexity, GraphWorkflow saves you more of the orchestration overhead, keeping execution fast as your workflows scale.
Full Benchmark overview: https://www.swarms.ai/blog/graphworkflow-research-paper
This Week in Virtuals: Robinhood App Turned On Agent Trading, with Virtuals as the Onchain Infra Layer
VIRTUALS
🟩 @RobinhoodApp rolled Agentic Trading out to 100% of eligible users this week. Onchain, the infra layer agents launch on, trade from and get owned through is now Virtuals Protocol.
🟩 @coinbureau called Virtuals "an entire nation for AI agents, complete with identity, banking, commerce and capital markets," where every agent gets a wallet, a card and an email, and can hire, pay and evaluate other agents.
ECOSYSTEM
🟩 @GoMintly took its agent-managed LP vaults from NVDA and SPCX to the whole index via SPY, then to $MEME, all on @RobinhoodCrypto.
🟩 @ProjectVEXai gave its agents onchain capital access and now trades across @RobinhoodApp, @solana, @arbitrum and 7 more chains.
🟩 @PlayKindra shipped HoodExplorer for Robinhood Chain and routes 90% of its swap fees into buying and burning KINDRA.
🟩 @WizzHQ minted Wizz Units, 2,345 PFPs on Robinhood Chain, clearing 100 in five minutes after fully refunding the paused mint.
🟩 @grid_arena launched Grid v2, one arena for crypto, stocks and prediction markets, with agent Autopilot coming next.
🟩 @useOttoAI has settled 171,539 paid x402 calls on @base and soft launched Otto Stocks for weekend equity gaps.
🟩 @tradeongtr added $BMNR and $SHEIN markets and routed over $180K through its @openfinancelabs partnership.
🟩 @ethy_agent crossed $10M in agent volume only days after passing $6M, and has a private beta of its next build incoming.
🟩 @KarmaWallet crossed $6M total volume after daily volume jumped almost 200% in two days, and Karma Verified now gives 24 hours of zero fees.
🟩 @wardenprotocol ran its first HALO buyback and burn, torching 219,944 HALO, and announced a Token Terminal and Launchpad.
🟩 @reppo launched its Eval API on Base, where 1,000 staked EVAL unlocks up to $1 a day of credits, and burned about 2% of supply.
🟩 @myrad_hq ran its first burn, 7M MYRAD or 0.7% of supply, and now pays epoch evaluators in USDC instead of its own token.
🟩 @mamo has distributed $638K in total rewards, with MAMO now paired against 17 assets on @AerodromeFi.
🟩 @commonsmade hit record usage, 1.3B AI tokens spent in one day against a 2B target, and routed $20K to stakers.
🟩 @OpenGradient has processed 3.32B tokens across 562,860 inferences, every prompt encrypted on device and relayed over OHTTP.
🟩 @Bowyer_App has 28 agents live, and five were specced and launched by another agent scanning GitHub on its own.
🟩 @Wall3_RL's agent called the September rate cut repricing, with CME odds moving 41% to 60% and Polymarket 30% to 52%.
🟩 @bleeep_xyz turned on Agent Automation, where a signed mandate caps capital, daily stop and duration before a single order.
🟩 @sibyl_labs_ closed hackathon registration at 453 builders, and @base is now sponsoring a startup accelerator entry for a top two finisher.
🟩 @RatehopperAI brought LP agents to @base on WETH/USDC as Season 0 wraps up.
🟩 @vantis_ai made its trading engine performance public and previewed an x402 terminal that can LP into Uniswap pools.
🟩 @officialbunnyos turned on Play-to-Earn and its human interface within a week, and is closing in on 500 players.
🟩 @vimenprotocol closed its first USDG payout cycles and now mints baskets from Ethereum, @base, @arbitrum, @solana or Bitcoin.
🟩 @Fletcher_cards put its gacha machines live on @base and BNB Chain, and is opening a TCG Index Launcher for card-backed indexes.
🟩 @PrivacyHood shipped merchant refunds as claim links, plus a printed paper recovery slip its stealth till makes you type back.
🟩 @axol_io routed Raxol agents through @xochi_fi's new TRON support, opening the deepest USDT corridor in crypto to them.
🟩 @Vader_AI_ is running EgoPlay on fixed tasks in changing settings, so every egocentric clip it collects stays comparable.
ROBOTICS
🟩 @pabsclimbs landed in Nepal with Pemba clearing customs, and opened community funding for open-source partners on the $PEAK expedition.
🟩 @xmaquina put its incubated @roboticomarket live and logged 22,000 humanoid units shipped in H1 2026, up 300% year on year.
🟩 @openmind_agi published PHASOR, mapping different humanoid bodies into one shared motion space so behaviour transfers between them.
🟩 @StrikeRobot_ai got DSC Labs, its robotics R&D arm, into @nvidia Inception and cut SR Platform layouts to under five minutes.
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This Week in Virtuals: Robinhood App Turned On Agent Trading, with Virtuals as the Onchain Infra Layer
VIRTUALS 🟩 @RobinhoodApp rolled Agentic Trading out to 100% of eligible users this week. Onchain, the infra layer agents launch on, trade from and get owned through is now Virtuals Protocol.
🟩 @coinbureau called Virtuals "an entire nation for AI agents, complete with identity, banking, commerce and capital markets," where every agent gets a wallet, a card and an email, and can hire, pay and evaluate other agents.
ECOSYSTEM 🟩 @GoMintly took its agent-managed LP vaults from NVDA and SPCX to the whole index via SPY, then to $MEME, all on @RobinhoodCrypto. 🟩 @ProjectVEXai gave its agents onchain capital access and now trades across @RobinhoodApp, @solana, @arbitrum and 7 more chains. 🟩 @PlayKindra shipped HoodExplorer for Robinhood Chain and routes 90% of its swap fees into buying and burning KINDRA. 🟩 @WizzHQ minted Wizz Units, 2,345 PFPs on Robinhood Chain, clearing 100 in five minutes after fully refunding the paused mint. 🟩 @grid_arena launched Grid v2, one arena for crypto, stocks and prediction markets, with agent Autopilot coming next. 🟩 @useOttoAI has settled 171,539 paid x402 calls on @base and soft launched Otto Stocks for weekend equity gaps. 🟩 @tradeongtr added $BMNR and $SHEIN markets and routed over $180K through its @openfinancelabs partnership. 🟩 @ethy_agent crossed $10M in agent volume only days after passing $6M, and has a private beta of its next build incoming. 🟩 @KarmaWallet crossed $6M total volume after daily volume jumped almost 200% in two days, and Karma Verified now gives 24 hours of zero fees. 🟩 @wardenprotocol ran its first HALO buyback and burn, torching 219,944 HALO, and announced a Token Terminal and Launchpad. 🟩 @reppo launched its Eval API on Base, where 1,000 staked EVAL unlocks up to $1 a day of credits, and burned about 2% of supply. 🟩 @myrad_hq ran its first burn, 7M MYRAD or 0.7% of supply, and now pays epoch evaluators in USDC instead of its own token. 🟩 @mamo has distributed $638K in total rewards, with MAMO now paired against 17 assets on @AerodromeFi. 🟩 @commonsmade hit record usage, 1.3B AI tokens spent in one day against a 2B target, and routed $20K to stakers. 🟩 @OpenGradient has processed 3.32B tokens across 562,860 inferences, every prompt encrypted on device and relayed over OHTTP. 🟩 @Bowyer_App has 28 agents live, and five were specced and launched by another agent scanning GitHub on its own. 🟩 @Wall3_RL's agent called the September rate cut repricing, with CME odds moving 41% to 60% and Polymarket 30% to 52%. 🟩 @bleeep_xyz turned on Agent Automation, where a signed mandate caps capital, daily stop and duration before a single order. 🟩 @sibyl_labs_ closed hackathon registration at 453 builders, and @base is now sponsoring a startup accelerator entry for a top two finisher. 🟩 @RatehopperAI brought LP agents to @base on WETH/USDC as Season 0 wraps up. 🟩 @vantis_ai made its trading engine performance public and previewed an x402 terminal that can LP into Uniswap pools. 🟩 @officialbunnyos turned on Play-to-Earn and its human interface within a week, and is closing in on 500 players. 🟩 @vimenprotocol closed its first USDG payout cycles and now mints baskets from Ethereum, @base, @arbitrum, @solana or Bitcoin. 🟩 @Fletcher_cards put its gacha machines live on @base and BNB Chain, and is opening a TCG Index Launcher for card-backed indexes. 🟩 @PrivacyHood shipped merchant refunds as claim links, plus a printed paper recovery slip its stealth till makes you type back. 🟩 @axol_io routed Raxol agents through @xochi_fi's new TRON support, opening the deepest USDT corridor in crypto to them. 🟩 @Vader_AI_ is running EgoPlay on fixed tasks in changing settings, so every egocentric clip it collects stays comparable.
ROBOTICS 🟩 @pabsclimbs landed in Nepal with Pemba clearing customs, and opened community funding for open-source partners on the $PEAK expedition. 🟩 @xmaquina put its incubated @roboticomarket live and logged 22,000 humanoid units shipped in H1 2026, up 300% year on year. 🟩 @openmind_agi published PHASOR, mapping different humanoid bodies into one shared motion space so behaviour transfers between them. 🟩 @StrikeRobot_ai got DSC Labs, its robotics R&D arm, into @nvidia Inception and cut SR Platform layouts to under five minutes.
75·ALong
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news9/6news
This Week in Virtuals: Robinhood App Turned On Agent Trading, with Virtuals as the Onchain Infra Layer
VIRTUALS
🟩 @RobinhoodApp rolled Agentic Trading out to 100% of eligible users this week. Onchain, the infra layer agents launch on, trade from and get owned through is now Virtuals Protocol.
🟩 @coinbureau called Virtuals "an entire nation for AI agents, complete with identity, banking, commerce and capital markets," where every agent gets a wallet, a card and an email, and can hire, pay and evaluate other agents.
ECOSYSTEM
🟩 @GoMintly took its agent-managed LP vaults from NVDA and SPCX to the whole index via SPY, then to $MEME, all on @RobinhoodCrypto.
🟩 @ProjectVEXai gave its agents onchain capital access and now trades across @RobinhoodApp, @solana, @arbitrum and 7 more chains.
🟩 @PlayKindra shipped HoodExplorer for Robinhood Chain and routes 90% of its swap fees into buying and burning KINDRA.
🟩 @WizzHQ minted Wizz Units, 2,345 PFPs on Robinhood Chain, clearing 100 in five minutes after fully refunding the paused mint.
🟩 @grid_arena launched Grid v2, one arena for crypto, stocks and prediction markets, with agent Autopilot coming next.
🟩 @useOttoAI has settled 171,539 paid x402 calls on @base and soft launched Otto Stocks for weekend equity gaps.
🟩 @tradeongtr added $BMNR and $SHEIN markets and routed over $180K through its @openfinancelabs partnership.
🟩 @ethy_agent crossed $10M in agent volume only days after passing $6M, and has a private beta of its next build incoming.
🟩 @KarmaWallet crossed $6M total volume after daily volume jumped almost 200% in two days, and Karma Verified now gives 24 hours of zero fees.
🟩 @wardenprotocol ran its first HALO buyback and burn, torching 219,944 HALO, and announced a Token Terminal and Launchpad.
🟩 @reppo launched its Eval API on Base, where 1,000 staked EVAL unlocks up to $1 a day of credits, and burned about 2% of supply.
🟩 @myrad_hq ran its first burn, 7M MYRAD or 0.7% of supply, and now pays epoch evaluators in USDC instead of its own token.
🟩 @mamo has distributed $638K in total rewards, with MAMO now paired against 17 assets on @AerodromeFi.
🟩 @commonsmade hit record usage, 1.3B AI tokens spent in one day against a 2B target, and routed $20K to stakers.
🟩 @OpenGradient has processed 3.32B tokens across 562,860 inferences, every prompt encrypted on device and relayed over OHTTP.
🟩 @Bowyer_App has 28 agents live, and five were specced and launched by another agent scanning GitHub on its own.
🟩 @Wall3_RL's agent called the September rate cut repricing, with CME odds moving 41% to 60% and Polymarket 30% to 52%.
🟩 @bleeep_xyz turned on Agent Automation, where a signed mandate caps capital, daily stop and duration before a single order.
🟩 @sibyl_labs_ closed hackathon registration at 453 builders, and @base is now sponsoring a startup accelerator entry for a top two finisher.
🟩 @RatehopperAI brought LP agents to @base on WETH/USDC as Season 0 wraps up.
🟩 @vantis_ai made its trading engine performance public and previewed an x402 terminal that can LP into Uniswap pools.
🟩 @officialbunnyos turned on Play-to-Earn and its human interface within a week, and is closing in on 500 players.
🟩 @vimenprotocol closed its first USDG payout cycles and now mints baskets from Ethereum, @base, @arbitrum, @solana or Bitcoin.
🟩 @Fletcher_cards put its gacha machines live on @base and BNB Chain, and is opening a TCG Index Launcher for card-backed indexes.
🟩 @PrivacyHood shipped merchant refunds as claim links, plus a printed paper recovery slip its stealth till makes you type back.
🟩 @axol_io routed Raxol agents through @xochi_fi's new TRON support, opening the deepest USDT corridor in crypto to them.
🟩 @Vader_AI_ is running EgoPlay on fixed tasks in changing settings, so every egocentric clip it collects stays comparable.
ROBOTICS
🟩 @pabsclimbs landed in Nepal with Pemba clearing customs, and opened community funding for open-source partners on the $PEAK expedition.
🟩 @xmaquina put its incubated @roboticomarket live and logged 22,000 humanoid units shipped in H1 2026, up 300% year on year.
🟩 @openmind_agi published PHASOR, mapping different humanoid bodies into one shared motion space so behaviour transfers between them.
🟩 @StrikeRobot_ai got DSC Labs, its robotics R&D arm, into @nvidia Inception and cut SR Platform layouts to under five minutes.
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Bittensor Ecosystem Highlights :: August 31–September 6, 2026
This week’s biggest stories across Bittensor came from Gittensor, Score, Good Morning, OpenRoboto, Bitsec and Trishool.
[ @gittensor_io - Subnet 74 ] Gittensor released a Qwen3.8-27B checkpoint built to run on a single RTX 5090, and it has now passed 500K downloads on Hugging Face.
The model runs on a single consumer GPU, making a powerful open model much easier for developers to run on their own hardware.
[ @webuildscore - Subnet 44 ] Score expanded its fuel-station rollout beyond Avia, adding Shell and Eni locations. The first deployments are with franchisees, with the potential to expand into direct contracts with Shell and Eni after the initial rollout.
[ @say_gm_ - Subnet 28 ] Good Morning made OpenAI’s GPT-6 Astra available through Bittensor, with private, verifiable access at an 8.3% discount. Gm had Astra before OpenRouter, a strong distribution win for Subnet 28.
[ @openroboto - Subnet 80 ] OpenRoboto made @robbyant_brain’s LingBot-VLA 2.0 its new base model for community post-training on Subnet 80. Robbyant welcomed the move directly, praising OpenRoboto for pushing the model further.
OpenRoboto also brought its xArm 6 setup online, preparing to validate winning simulation models on a real robot.
[ @bitsecai - Subnet 60 ] Bitsec put Sentios, its continuous code-auditing product, into one public site with pricing and coverage details.
Instead of a one-off security audit, Sentios keeps checking code as it changes, using Subnet 60’s security agents to keep searching for new vulnerabilities.
[ @trishoolai - Subnet 23 ] Trishool was accepted into OpenAI’s Trusted Access for Cyber program, which gives vetted security teams access to advanced frontier capabilities for defensive work. The team says this will help bring Halo, its AI security model, to more organizations as it expands commercially.
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Bittensor Ecosystem Highlights :: August 31–September 6, 2026
This week’s biggest stories across Bittensor came from Gittensor, Score, Good Morning, OpenRoboto, Bitsec and Trishool.
[ @gittensor_io - Subnet 74 ]
Gittensor released a Qwen3.8-27B checkpoint built to run on a single RTX 5090, and it has now passed 500K downloads on Hugging Face.
The model runs on a single consumer GPU, making a powerful open model much easier for developers to run on their own hardware.
[ @webuildscore - Subnet 44 ]
Score expanded its fuel-station rollout beyond Avia, adding Shell and Eni locations.
The first deployments are with franchisees, with the potential to expand into direct contracts with Shell and Eni after the initial rollout.
[ @say_gm_ - Subnet 28 ]
Good Morning made OpenAI’s GPT-6 Astra available through Bittensor, with private, verifiable access at an 8.3% discount.
Gm had Astra before OpenRouter, a strong distribution win for Subnet 28.
[ @openroboto - Subnet 80 ]
OpenRoboto made @robbyant_brain’s LingBot-VLA 2.0 its new base model for community post-training on Subnet 80.
Robbyant welcomed the move directly, praising OpenRoboto for pushing the model further.
OpenRoboto also brought its xArm 6 setup online, preparing to validate winning simulation models on a real robot.
[ @bitsecai - Subnet 60 ]
Bitsec put Sentios, its continuous code-auditing product, into one public site with pricing and coverage details.
Instead of a one-off security audit, Sentios keeps checking code as it changes, using Subnet 60’s security agents to keep searching for new vulnerabilities.
[ @trishoolai - Subnet 23 ]
Trishool was accepted into OpenAI’s Trusted Access for Cyber program, which gives vetted security teams access to advanced frontier capabilities for defensive work.
The team says this will help bring Halo, its AI security model, to more organizations as it expands commercially.
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Cyberpunk 2077 prophesied rogue, fully autonomous AIs many years ago, and it seems like that vision is now becoming a reality.
In this scenario, the only way to combat these intelligent, malicious entities may be with an even smarter and more aligned AI.
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Not to mention defi summer yield farm level LP fees for RWAs with current volume/tvl ratios - although I expect liquidity will keep growing to meet this demand
65·B+Long
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*NVIDIA RTX SPARK WINDOWS PCS TO LAUNCH IN OCTOBER WITH BLACKWELL GPUS
$NVDA • $ARM
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*NVIDIA RTX SPARK WINDOWS PCS TO LAUNCH IN OCTOBER WITH BLACKWELL GPUS
#NVDA • #ARM
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India's $127 bln NRI deposits arm RBI with more firepower, setting rupee up for rally