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Briefing · Decentralized Compute Tuesday

Decentralized Compute Tuesday — August 25 2026 Weekly Update

published 2026-08-25 16 min read Decentralized Compute

Double-weekly covering August 12–25 (no Aug 18 run). Three structural events define the fortnight. First: Stripe acquired OpenRouter for ~$7.5B (reported Aug 16, announced Aug 19) — the primary demand aggregator for decentralized inference (AkashML and Phala both sell through it) is now owned by a payments giant, folding token routing into TradFi rails and raising the gatekeeper question for every DePIN network that depends on it. Second: third-party measurement arrived for the sector — the DeAI Dashboard now tracks twelve live networks at a combined ~592B tokens/day theoretical throughput (2.75% of OpenAI's API volume) against a $4.19B aggregate market cap (0.49% of OpenAI's valuation), and its per-network throughput column exposes the sector's real problem: utilization, not capacity. Third: Aethir went down the stack with ACCELERATE (10 sites, 20 MW, US/EU, targeting up to $2B in contracts) as its affiliate Axe Compute reported $317M customer prepayments and $3.2B in 2026 signings. Meanwhile Phala spiked to 37.11B billed tokens in a single day (Aug 22) before settling at ~16.66B; Bittensor arrived on Base via Chainlink CCIP with the Grayscale/Bitwise spot-ETF decision window now open; and a new entrant — Gonka (GNK), Bitfury-backed proof-of-work-for-inference — logged 72.34B tokens/day, second only to Chutes. New deep-dive: Gonka.

Macro Event — Stripe Buys OpenRouter for $7.5B: The Routing Layer Gets Absorbed

On August 16, 2026, Bloomberg reported Stripe had finalized an agreement to acquire OpenRouter for more than $7 billion; Stripe confirmed via newsroom and NYT on Wednesday August 19, with the figure reported at $7.5 billion. The deal follows WSJ's July reports of talks and represents a 5.4x markup over OpenRouter's $1.3B Series B valuation from just three months earlier (May 2026, $113M raised from Sequoia, a16z, Menlo Ventures, and Alphabet's CapitalG).

Why This Matters for Decentralized Compute

OpenRouter is not a compute network — it is the demand aggregation layer that several of them depend on:

  1. AkashML sells through it. Akash's flagship AI metric (1.7B tokens/day at Q1) is measured through its OpenRouter provider listing. Phala's confidential models are exposed to OpenRouter's developer base the same way ("zero workflow changes — only an API endpoint swap," per Phala's 2025 report). When the aggregator changes hands, the terms of access for every decentralized provider change with it.

  2. Token routing becomes a payments problem. Patrick Collison's framing: "Together with OpenRouter, we'll help businesses maximize profitability by routing their requests intelligently." Stripe has been building agent-payments infrastructure (A2A commerce, stablecoin payouts); owning the router that meters AI spend in tokens is the missing metering layer between "agent decides to spend" and "money moves." For DePIN compute, this is legitimization (token-metered compute is now a Stripe product category) and capture (the routing intelligence — and its margin — sits with Stripe, not the networks).

  3. The gatekeeper question. A CNBC investigation (July 7) found Chinese-origin models captured 46% of US enterprise token usage on OpenRouter — exactly the censorship/sovereignty surface this library tracks. A single US-regulated payments company now sits as gatekeeper on the primary conduit between Western enterprise demand and the open-weight model ecosystem that decentralized networks serve. Expect routing policy (model allowlists, jurisdiction filtering, KYB-gated endpoints) to become a live sovereignty battleground. The censorship-resistant answer is direct API access to networks like Akash and Phala, or aggregators that refuse to route-shape — a differentiation opportunity.

Sources: Bloomberg, NYT, Stripe newsroom, Yahoo Finance, TSG Payments.

Sector Story — The DeAI Dashboard: Third-Party Measurement Arrives

The most structurally important non-event of the fortnight is a measurement one. The DeAI Dashboard now independently tracks twelve live decentralized-AI networks, and a widely-circulated Crypto Daily analysis (Binance Square, Aug 14) worked through its numbers:

  • Combined theoretical throughput: ~592B tokens/day — about 2.75% of the 21.6T daily API tokens OpenAI reported (Oct 2025).
  • Aggregate market cap: ~$4.19B — about 0.49% of OpenAI's $852B post-money valuation.
  • Silicon: field-wide B200-equivalent index of 2,834 — against roughly 440,000 B200-equivalents behind xAI's Colossus 1 cluster.

The per-network throughput column is the story

Network Tokens/day B200 index Market cap
Bittensor (Chutes SN64) 425.35B — $2.12B (TAO)
Gonka 72.34B (626 GPUs) — ~$80M (GNK)
io.net 71.45B 402.20 (highest standalone) ~$45M-class (IO)
Akash 16.55B 78.59 mid-cap (AKT)
Render / Dispersed no measurable throughput — ~$739M (RENDER)

Three readings:

  1. Chutes carries the sector. One Bittensor subnet produces more tracked tokens than every other network combined — sector-level claims about "decentralized AI scale" are mostly one inference subnet's numbers.
  2. Render's AI expansion is an infrastructure story ahead of an output story. Seven years of verified rendering volume, 60K Salad GPUs folded in, 600+ curated Dispersed models — and currently no measured inference throughput on the dashboard. Creative rendering still carries the network.
  3. The metric that matters through the rest of the cycle is utilization — how much of a network's hardware produces tokens somebody actually requested. Consensus overhead, redundant verification, and idle capacity all burn GPU-hours that never reach an end user. This is the DeAI equivalent of Messari opening up DeFi yields to scrutiny in 2020 — the sector can no longer market on capacity alone.

Source: Crypto Daily via Binance Square (Aug 14, 2026).

Aethir — ACCELERATE: 20 MW of Owned Capacity, and Axe Compute's $317M Prepayments

Two related announcements reset Aethir's position in the stack.

ACCELERATE (August 24)

Aethir's largest move into physical infrastructure: 10 sites totaling up to 20 MW across the US and Europe, purpose-built for NVIDIA B300 and GB300 clusters (64–256 nodes), designed to go from site selection to live capacity "in months, not years." Targets: up to $700M in contracts by end-2026, $2B+ total build-out value. Until now Aethir aggregated third-party GPU capacity across 90+ countries; ACCELERATE takes it down the stack into developing its own — the same "aggregator becomes owner" move that Hyperscalers made two decades ago, compressed. Market context quoted by Aethir: McKinsey's AI datacenter power forecast (44 GW 2025 → 156 GW 2030), up to half of 2026's scheduled global capacity facing delays, and Deloitte's inference-≈⅔-of-2026-compute projection. For ATH holders: an updated IDC tokenomics policy is coming — burn mechanism + variable platform fee.

CSO Mark Rydon: "The winners won't be whoever plans the biggest campus. They'll be whoever delivers working capacity first."

Axe Compute Q2 (August 18)

Axe Compute — the SEC-reporting neocloud (CIK 0001446159) that Aethir Foundation holds equity in, and whose deals Aethir's network services:

  • $317M+ customer prepayments received (on top of $60.8M at June 30) under the >$3B July contracts.
  • $3.2B signed 2026 contract value; run-rate guided $696M at full deployment vs $37M exiting Q2; $5.9B qualified pipeline across 98 opportunities.
  • The financing model is the interesting part: customers prepay 20–45% of project cost, and the contracted revenue stream is then used to raise project financing — infrastructure funded by its customers rather than the public market.
  • Duos Technologies deal: ~49% project equity in 55 MW of new US capacity for a $140M investment (>$500M aggregate hosting value, Duos retains 51%).
  • Columbus, Georgia: empty building → 288-node Blackwell cluster in ~45 days, expecting $20–21M quarterly revenue fully live.

The counter-signal

Coinbase is delisting ATH perpetual futures on September 3 (announced Aug 19; one of nine contracts in a routine review — spot unaffected), and ATH hit its all-time low Aug 14 ($0.003641, -96% from June 2024 ATH) even as signed contracts multiplied. The divergence between contract value and token price is now the widest in the sector — DePIN equity-story vs token-story, unresolved.

Sources: ACCELERATE announcement, Axe Compute Q2, Duos/GlobeNewswire, CoinGecko, CMC Aethir.

Phala — 37.11B Tokens in a Day: The Throughput Breakout Continues

Phala's confidential-inference growth curve steepened again:

  • Aug 22: 37.11B billed input+output tokens in 24 hours (official @PhalaNetwork) — roughly 7x the 5.2B/day reported Aug 9 in the previous weekly.
  • Aug 24: 16.66B tokens/day — suggesting 37B was a spike and the new operating band is 15–25B/day, still a 3–5x step-up over early August.
  • Model mix (Aug 24): DeepSeek V4 Flash 39.44%, GLM-5.2 26.48%, Muse Glimmer 30B 8.94% — open-weight, TEE-served, refusal-free models dominate demand.
  • Enterprise posture hardened: SOC 2 Type I certified, HIPAA compliant, ISO 27001 in progress, GDPR-aligned processing, 99.9% uptime SLA — the compliance stack that lets regulated customers buy confidential inference at all.
  • OPPO × Phala joint paper (June, arXiv:2606.03323): Kubernetes Pod-level remote attestation for confidential AI — proving hardware, container image, and Pod identity before sensitive data enters the workload. Pod-level (vs node-level) attestation is the granularity confidential Kubernetes actually needs.
  • The paradox: PHA hit its all-time low Aug 3 ($0.01922) and trades ~$0.022 — usage up ~7x in two weeks, token at ATL. Token value capture from confidential-inference volume remains the unsolved design problem across the sector (io.net's IDE burns are the other attempt).

Sources: Phala on X, phala.com, CMC Phala, arXiv:2606.03323.

  • TAO arrived on Base (~Aug 20) via Chainlink CCIP, announced by ForeverMoney: TAO bridges from Bittensor to Coinbase's L2, with a TAO-USDC pool on Aerodrome eligible for AERO emissions. Decentralized AI meets the largest retail-L2 DeFi venue — following this year's subnet-asset listings on Kraken. Cross-chain distribution is now a deliberate Bittensor strategy.
  • The spot-ETF window is open now. Grayscale (S-1 amendment, NYSE Arca) and Bitwise filed April 2; the SEC decision was tracked for August 2026 and as of Aug 24 no decision has landed. Grayscale holds TAO at 43% of its AI fund (largest position, up from 29.15% at the Q2 rebalance). Market analyses put approval odds "low to moderate" (structural + regulatory obstacles cited); the rejection scenario being priced is a TAO retest toward ~$164. TAO held the ~$200 support through the fortnight, trading ~$225–232 (Aug 21) with mcap estimates $2.2–2.6B depending on supply methodology.
  • Teutonic-II (Subnet 3, Const): a 110B sparse MoE permissionless training run, scaling the competition-based Teutonic mechanism from 10B — the largest decentralized training attempt on Bittensor to date, and a direct answer to "can subnets do frontier-scale training."
  • State of the network: ~128–129 active subnets (capacity 256 post-Robin τ); Chutes at 425B tokens/day per DeAI Dashboard with 400K+ users; ~$43M Q1 subnet revenue; ~5M daily requests; 100K+ API users; FalconX: 52% of the top-10K TAO addresses stake into subnets. Co-founder Jacob Steeves' June decentralization roadmap ("not a decentralized protocol in the way Bitcoin is"; 18-month validator-competition restoration) remains the honest frame post-Covenant.
  • Exploit Summit, Montreal, Sept 28–29 — the sector's flagship gathering; expect the ETF aftermath and dTAO underwriting debates (Mark Creaser: rule changes make dTAO "harder to underwrite") to dominate.

Sources: tao.media — TAO on Base, tao.media — Aug 2026 guide, tao.media — Teutonic-II, CMC Bittensor, CoinStats analysis, Binance Square ETF analysis.

Akash — Roadmap Milestones Due This Month; Dashboard Placement; Epic Travel Utility

  • The August 30/31 roadmap cluster is now due: Instance Reservations & Preemptible Marketplace (AEP, Aug 30) and Console Bid Screening (AEP-67, Aug 31) — the enterprise-readiness and zero-bid-UX items flagged in the last two weeklies. Buildpacks deployments follow Sept 30; Managed Services Market and Onchain Provider Incentives land Q4 (per the official 2026 roadmap).
  • Dashboard placement: ranked a top DeAI compute network (Aug 13 analyses) with 16.55B tokens/day and B200 index 78.59 — but the same dashboards surface the supply contraction: Messari Q1 recorded average GPU availability down 57.5% QoQ (334 units), average providers at 58, network fees -44%. The H100 clear price of $1.20–1.80/hr vs AWS $4.50–5.50 keeps demand-side interest alive; supply-side economics (host incentives, AEP-53 Onchain Provider Incentives in December) are the binding constraint.
  • Epic Travel Layer (Aug 23): AKT accepted for booking 2M+ flights and hotels via Epic ("crypto's travel layer") — minor in revenue terms, but a rare non-compute utility leg for the token.
  • Akash Annual Conference + Hackathon, Oct 3–5 SF — the likely venue for L1/shared-security RFP news (AEP-79 targets Dec 31).
  • Stripe-OpenRouter angle: AkashML's OpenRouter listing is its largest inference demand channel; Stripe's ownership makes direct-API and multi-router distribution more strategically important for Akash providers.

Sources: Akash 2026 roadmap, CMC Akash, Epic on X.

io.net — 71.45B Tokens/Day, Highest Standalone B200 Index

  • DeAI Dashboard: 71.45B tokens/day, B200 index 402.20 — the largest silicon footprint among standalone networks, third overall behind Chutes and Gonka. The zkTFLOPs-verified aggregation model is producing measured output, not just listed capacity.
  • Wondera case study validated: AI-music platform saved $2.48M vs AWS-equivalent pricing across 552,000 GPU hours on 96 H100/H200s — the kind of third-party-checkable savings claim the dashboard era rewards.
  • Aug 11 unlock absorbed: 13.29M IO (~$1.66M, 1.7% of supply) released across community/seed/Series-A/core-contributor tranches with no visible dislocation; IDE burn mechanics (June's 12M-token/year program tied to real customer revenue) continue compounding.
  • Editorial posture sharpened in the fortnight's blog output: "The GPU crisis won't be solved by building more data centers" (Aug 13), data-sovereignty-in-training-geography (Aug 7), and "Who Decides What Your AI Can Say?" — an argument for inference-location choice as censorship resistance. io.net is positioning the sovereignty argument explicitly, not just the cost argument.

Sources: io.net blog, CoinGecko, CMC io.net.

Gonka — New Deep-Dive: Proof-of-Work That Produces Inference

New note added this week: Gonka. Summary:

  • Gonka (GNK) is a Cosmos-SDK L1 with a modified PoW ("Sprint") where the competitive proof phase (~10 min/cycle on a 2.3B-parameter transformer) releases hardware for paid inference/training the rest of the cycle — near-100% of compute toward useful work rather than consensus hashing.
  • DeAI Dashboard: 72.34B tokens/day across 626 GPUs — #2 among all tracked entities, #1 standalone, roughly matching io.net with a fraction of the silicon. Flat $0.000314 per million tokens since launch (pricepertoken) — an order of magnitude below mainstream API pricing.
  • Backed by Bitfury ($50M, Dec 2025) — CEO Val Vavilov: the model "channels hardware power directly toward productive AI workloads." ~$80M raised total (Coatue, Bitfury); CertiK-audited; mainnet Aug 2025.
  • Caveats are real: a January Sprint-design flaw (hosts overstating hardware capacity) forced a ground-up rewrite still in progress — "stability short of production quality." Token trades OTC (SafeTrade) only. Thinnest operating history of any top-5 tracked network.
  • Why it earns a vault note: it is the first credible attempt to make useful-proof-of-work real at inference scale — the Bitcoin-security-model-for-AI thesis — and the DeAI Dashboard now independently measures its output. Rewards flow 100% to GPU providers (vs ~40% on Bittensor), entry is hardware-only (~$35K H100), no stake required.

Render — Dispersed Power Hour; the Throughput Question

  • Dispersed Power Hour (Denver, Aug 26, 22:00 UTC): a one-hour micro-hackathon to deploy on the Dispersed AI subnet with Ollama/ComfyUI — prizes for first deployment and best demo. Small event, but consistent with the post-RenderCon push (live MCP integrations for Blender/OctaneRender/Dispersed; RNP-023 Salad subnet with ~60K GPUs) to get builders actually shipping on the AI subnet.
  • The dashboard gap stands: no measurable inference throughput recorded for Render/Dispersed yet, against a ~$739M market cap — the highest value-per-verified-token gap in the tracked field. The creative-rendering business (seven years, film-grade) remains the real revenue engine; watch whether Salad's consumer GPUs and the LLM API (slated Q2 2026, status unclear) convert into measured tokens.
  • RENDER ~$1.49; sector analyses (Aug 21) still rank it a top AI crypto on "verifiable network usage and GPU capacity" — a framing the dashboard's throughput column will increasingly pressure.

Sources: CMC Render, RNP-023.

Golem — Quiet Fortnight; Treasury Restated

  • No protocol news of substance since the GLM/BTC Binance delisting and Modelserve suspension covered Aug 11. The Arkiv Network ideathon (Web3 databases; $4K prizes, tracks with Autonolas and Web3Bridge) is the visible ecosystem activity — Golem promoting ecosystem projects rather than shipping new compute products.
  • OYM Research restated Golem's treasury position (Aug 17): holdings ~215M GLM ≈ 2.4x market cap (GLM ~$0.088, mcap ~$88M) — one of the largest treasury-to-mcap ratios in crypto, held in tokens, with the correction noting dollar figures were previously frozen at June prices. Golem remains a balance-sheet story with a dormant product thesis; without a Modelserve-class revival, the AI compute angle stays dormant.

Sources: OYM Research, CMC Golem.

Decentralized Training — Prime Intellect's Research Cadence

  • Prime Intellect kept a release-per-week cadence: Multi-Agent Systems in PRIME-RL (Aug 7), Prime Flash MoE — Blackwell-optimized MoE kernels (Aug 13), and Measuring Autonomous AI Research (Aug 14) — a benchmark direction for autonomous research agents. Prime Agent (95.5% ARC-AGI-3) and the $130M Series A were covered Aug 11.
  • INTELLECT-3: 100B+ MoE trained with large-scale RL on their decentralized stack; SYNTHETIC-2: 4M collaboratively generated reasoning traces. Customer stories now include Zapier (AutomationBench as a continuous agent-improvement loop) and Ramp (RL beating frontier models at spreadsheet search).
  • NVIDIA collaboration on the "Open Superintelligence Stack" plus Intel Capital's July investment put Prime Intellect in the unusual position of decentralized-training lab with both chip giants' fingerprints. The homepage's idle-capacity math (6.7M idle GPU-hours resold; +$20M potential profit at $8/GPU-hr) is the cleanest articulation of the DePIN-training thesis anywhere in the sector.

Source: primeintellect.ai.

Evidence at a Glance (Late-August 2026 Snapshot)

Project Recent Metric / Event Date Maturity / Notes Link
Stripe/OpenRouter $7.5B acquisition; 5.4x over May Series B Aug 16/19 Demand layer for DePIN inference absorbed into TradFi; gatekeeper risk —
DeAI Dashboard 12 networks; 592B tokens/day; $4.19B mcap; 2,834 B200-eq Aug 14 First independent sector measurement; utilization is the new battleground —
Bittensor TAO on Base via CCIP + Aerodrome; ETF window open (no decision); Teutonic-II 110B MoE; Chutes 425B tok/day Aug 20–25 Live at sector-defining scale; ETF binary near-term; validator concentration unresolved Bittensor
Phala 37.11B tokens/day peak (Aug 22), ~16.66B (Aug 24); SOC 2/HIPAA; OPPO attestation paper Aug 2026 Production confidential inference; usage-token decoupling (PHA at ATL) Phala and 0G
Aethir ACCELERATE: 10 sites/20 MW/B300-GB300, $2B target; Axe: $317M prepayments, $3.2B signed; Coinbase perp delist Sep 3 Aug 18–24 Down-the-stack pivot; contract-token divergence widest in sector Aethir
Akash Reservations + Bid Screening due Aug 30/31; 16.55B tok/day; Epic Travel utility Aug 2026 Enterprise features landing; supply contraction the constraint Akash
io.net 71.45B tok/day; B200 index 402.20 (highest standalone); Wondera $2.48M savings Aug 2026 Measured output at scale; IDE burns absorbing unlocks io.net
Gonka 72.34B tok/day on 626 GPUs; Bitfury $50M; Sprint rewrite in flight Aug 2026 Useful-PoW thesis live but pre-production stability Gonka
Render Dispersed Power Hour (Aug 26); zero measured AI throughput vs $739M mcap Aug 2026 Infrastructure ahead of output; creative rendering carries revenue Render Network
Golem Treasury restated ~2.4x mcap; ecosystem ideathon only Aug 17 Balance-sheet story; product thesis dormant Golem
Prime Intellect PRIME-RL multi-agent; Flash MoE Blackwell kernels; autonomous-research benchmark; Zapier/Ramp cases Aug 7–14 Research leader; dual chip-giant backing Decentralized Training

Freedom-Tech Takeaways & Recommendations

  1. The routing layer is the new chokepoint. Stripe-OpenRouter means the easiest path from enterprise demand to decentralized inference now runs through a single regulated payments company. For censorship-resistance purposes, the actionable response is architectural: direct API contracts with networks (Akash providers, Phala cloud), and routers that publish non-shaping policies. Networks should treat multi-channel distribution as sovereignty infrastructure, not just sales ops.

  2. Demand measurement has arrived — build for the throughput column. The DeAI Dashboard changes the sector's marketing calculus permanently: capacity claims are now checkable against measured tokens. Chutes (425B), Gonka (72B), and io.net (71B) pass; Render's AI subnet currently doesn't register. Every network in this library should be tracked on measured output per unit of listed silicon.

  3. Phala is the freedom-tech stack that works, with the token problem unsolved. 7x usage growth in two weeks, open-weight refusal-free models in TEEs, enterprise compliance posture — and PHA at all-time low. The confidential-inference product is winning; the value-capture mechanism isn't. Same for io.net (IDE burns) and increasingly Aethir (IDC tokenomics revision pending). Watch for burn/fee redesigns in Q4 — that's where the sector's next repricing comes from.

  4. Aethir's down-the-stack move is the Volta playbook, decentralized-flavored. ACCELERATE (owned 20 MW, B300/GB300) plus Axe's customer-funded financing (20–45% prepayments, 45-day builds) is vertically-integrated neocloud economics with a DePIN distribution layer on top. Sovereignty value: low-to-moderate. Sector-signal value: high — it proves DePIN-branded infrastructure can clear nine-figure contracts. The ATH perp delisting while contracts hit $3.2B is the starkest token-vs-equity divergence to date.

  5. Bittensor's fortnight is distribution + a binary. Base/CCIP puts TAO in front of Coinbase's retail flow with real DeFi yield (AERO emissions); the ETF decision (any day in this window) is a sector-level event — approval institutionalizes the whole DeAI basket, rejection re-opens the Covenant-era "can it stand as infrastructure without financialization" question. Teutonic-II's 110B run is the subnets' best answer to the training skeptics.

  6. Gonka is the thesis to watch, not yet to rely on. Useful-proof-of-work with Bitfury backing and independently-measured #2 throughput — but a security-relevant rewrite in progress and OTC-only liquidity. If the Sprint rewrite lands and pricing governance activates (the $0.000314/M rate is miner-votable), it becomes the first Bitcoin-security-model network with real AI output. Revisit in 4–6 weeks.

  7. Watch items: - SEC TAO ETF decision — the window is now; watch for approval/denial/extension and the sector-beta move. - Akash AEP-166 Reservations + AEP-67 Bid Screening (Aug 30/31) — enterprise-readiness proof point. - Render Dispersed Power Hour (Aug 26) and whether measured Dispersed throughput appears on the dashboard in September. - Phala throughput band — does 15–25B/day hold, and does the OPPO pod-attestation work land in dstack? - Aethir IDC tokenomics update — burn + variable fee design; the template other DePINs may copy. - Gonka Sprint rewrite completion — production-stability gate. - Stripe-OpenRouter integration announcements — first routing-policy changes under new ownership. - Exploit Summit (Montreal, Sept 28–29) — dTAO underwriting, ETF aftermath, subnet consolidation talk.

This update synthesized from project sites and primary sources (stripe.com/newsroom, aethir.com, phala.com, tao.media, akash.network/roadmap, io.net/blog, primeintellect.ai, gonka.ai, rendernetwork RNPs), Bloomberg, NYT, VentureBeat, GlobeNewswire/EDGAR (Axe Compute CIK 0001446159), DeAI Dashboard figures via Crypto Daily (Binance Square, Aug 14), CoinMarketCap AI analyses, CoinGecko, OYM Research, and X posts from official project accounts. Updated deep-dives: Gonka (new), Phala and 0G, Aethir, Bittensor.