lowCoinGecko
Hyperliquid (HYPE) +1.2% 24h · $56.87
$56.87 · +1.2%
Hyperliquid is moving inside the top crypto market-cap set; market cap is $12.65B.
Source: coingecko.com ↗Saved public briefing
Public daily crypto signal briefing
Sunday, August 16, 2026 signals before the hype.
A DB-fed Speculix briefing from live onchain, DeFi, GitHub, Hacker News, arXiv, and Etherscan sources. Public, indexable, and built from the real daily signal pipeline.
Generated
2026-08-16 06:01 UTC
26
signals
7
sources
Sources: coingecko, defillama, defillama_dex, github, hacker_news, arxiv, etherscan
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12 signals
Onchain Signals
Evidence links open original sources.
lowCoinGecko
Hyperliquid (HYPE) +1.2% 24h · $56.87
$56.87 · +1.2%
Hyperliquid is moving inside the top crypto market-cap set; market cap is $12.65B.
Source: coingecko.com ↗lowCoinGecko
BNB (BNB) -0.8% 24h · $605.65
$605.65 · -0.8%
BNB is moving inside the top crypto market-cap set; market cap is $80.64B.
Source: coingecko.com ↗lowCoinGecko
XRP (XRP) -0.5% 24h · $0.999617
$0.999617 · -0.5%
XRP is moving inside the top crypto market-cap set; market cap is $62.65B.
Source: coingecko.com ↗lowCoinGecko
TRON (TRX) -0.5% 24h · $0.330796
$0.330796 · -0.5%
TRON is moving inside the top crypto market-cap set; market cap is $31.40B.
Source: coingecko.com ↗lowCoinGecko
Figure Heloc (FIGR_HELOC) -0.5% 24h · $1.00
$1.00 · -0.5%
Figure Heloc is moving inside the top crypto market-cap set; market cap is $21.41B.
Source: coingecko.com ↗highDeFiLlama
Armitage by Wintermute TVL +51.8% in 7 days
$84.40M TVL · +51.8%
Armitage by Wintermute shows a 7-day TVL move large enough to flag changing liquidity attention.
Source: defillama.com ↗highDeFiLlama
Aera V3 TVL +43.4% in 7 days
$141.85M TVL · +43.4%
Aera V3 shows a 7-day TVL move large enough to flag changing liquidity attention.
Source: defillama.com ↗highDeFiLlama
WEEX TVL +29.6% in 7 days
$234.89M TVL · +29.6%
WEEX shows a 7-day TVL move large enough to flag changing liquidity attention.
Source: defillama.com ↗highDeFiLlama
Upshift TVL +27.2% in 7 days
$346.43M TVL · +27.2%
Upshift shows a 7-day TVL move large enough to flag changing liquidity attention.
Source: defillama.com ↗highDeFiLlama DEX
PumpSwap DEX volume hit $554.66M in 24h
$554.66M volume · -7.2%
PumpSwap is among the largest 24h DEX volume venues in today's DeFiLlama snapshot.
Source: defillama.com ↗mediumDeFiLlama DEX
Uniswap V4 DEX volume hit $433.64M in 24h
$433.64M volume · -39.7%
Uniswap V4 is among the largest 24h DEX volume venues in today's DeFiLlama snapshot.
Source: defillama.com ↗mediumDeFiLlama DEX
Kalshi DEX volume hit $380.64M in 24h
$380.64M volume · +8.1%
Kalshi is among the largest 24h DEX volume venues in today's DeFiLlama snapshot.
Source: defillama.com ↗1 signals
Onchain Pulse
Evidence links open original sources.
lowEtherscan
Ethereum proposed gas is 0.040310733 gwei
0.040310733 gwei proposed · 0.040888769 fast
Etherscan gas oracle shows base fee near 0.040024776 gwei; fee pressure is a live proxy for Ethereum settlement demand.
Source: etherscan.io ↗8 signals
Tech & AI Signals
Evidence links open original sources.
highGitHub
deepseek-ai/deepseek-harness reached 119,748 stars within 7 days
119,748 stars · TypeScript
DeepSeek Harness: Everything is a Plugin.
Source: github.com ↗highGitHub
guillaumemeyer/watermarks-remover reached 9,993 stars within 7 days
9,993 stars · Python
Strip multi-vendor AI provenance marks: Unicode text hygiene, statistical rewrite hooks, and C2PA/metadata from PNG/JPEG/SVG/PDF/DOCX/HTML/MD
Source: github.com ↗highGitHub
anywhere-labs/deepseek-harness-desktop reached 6,878 stars within 7 days
6,878 stars · TypeScript
为 DeepSeek Harness (DSH) 插件生态打造的现代化桌面端解决方案
Source: github.com ↗highGitHub
awesome-dsh-plugin/awesome-dsh-plugin reached 3,387 stars within 7 days
3,387 stars · Python
A curated list of plugins for DeepSeek Harness (dsh) · DeepSeek Harness 插件精选列表
Source: github.com ↗highGitHub
zhu1090093659/dsh-web-ui reached 2,895 stars within 7 days
2,895 stars · TypeScript
Plugin and skin collection for DeepSeek Harness (DSH) Web UI - task board, git graph, right-side panel, remote mobile UI, pet, live token stats, and skin center.
Source: github.com ↗highHacker News
[HN · 460pts] AI has access to a vastly larger working memory than the human brain
460 points · 397 comments
Front-page Hacker News engagement is an early attention proxy for builders and technical buyers.
Source: davidepiffer.com ↗mediumHacker News
[HN · 123pts] AI in drug discovery – what it is, where we stand and the path forward
123 points · 62 comments
Front-page Hacker News engagement is an early attention proxy for builders and technical buyers.
Source: science.org ↗lowHacker News
[HN · 33pts] Patterns and problems in emerging multi-agent systems
33 points · 8 comments
Front-page Hacker News engagement is an early attention proxy for builders and technical buyers.
Source: anthropic.com ↗5 signals
Research Signals
Evidence links open original sources.
mediumarXiv
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design
Published 2026-08-13
Transforming multimodal sources into condensed and structured media outputs can be fundamentally conceptualized as a long-horizon agentic process centered on a model-harness system. While an ideal harness system should a
Source: arxiv.org ↗mediumarXiv
OmniScientist: An Omni-Modal Omni-Discipline AI Scientist
Published 2026-08-13
Recent advances in foundation models have enabled AI scientists to automate increasingly complete research workflows, from hypothesis generation and code execution to manuscript preparation. Yet workflow coverage alone d
Source: arxiv.org ↗lowarXiv
HumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark
Published 2026-08-13
Humanoid motion tracking is central to teleoperation and whole-body imitation, yet evaluation often disagrees with what people perceive in videos. Kinematic errors average per-frame pose differences but miss the physical
Source: arxiv.org ↗lowarXiv
Defensive Boosting for Online Probabilistic Forecasting
Published 2026-08-13
We study online probabilistic forecasting of binary outcomes chosen by an adaptive adversary. Given an online learning algorithm for a weak hypothesis class $H$, we would like to efficiently obtain two incomparable guara
Source: arxiv.org ↗lowarXiv
Exponential Convex Calibration Dimension for the Multi-Label Jaccard Measure
Published 2026-08-13
The per-instance Jaccard score, or intersection over union (IoU), is standard in multi-label classification and binary segmentation. With $s$ labels, its loss matrix has $2^s$ outcomes and reports. Under the convention $
Source: arxiv.org ↗