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“TRACE”
latent.spacetalk🧠 AI

Building AI for Lawyers - Jacob Lauritzen, CTO of Legora

Latent Space podcast episode with Jacob Lauritzen, CTO of Legora, on building AI agents for lawyers. He describes evals built from RL environments such as a 10,000-file data room because traces cannot be read, routing across models, source-linked citations, and a few shared primitives (Tabular Review, lists, intake). Also covers legal engineers versus forward deployed engineers, Azure-only hosting, and the billable hour. Based on the first 40,000 characters of the transcript.

AzureSlackTabular Review+4
LegoraJacob LauritzenLatent Space+12

agents, evals, llm-apps· Published and added 2 Nov 2026

chainalysis.comarticle🛡️ Security

Disrupting the Mercado Bitcoin Attack: How Chainalysis Led the Freeze of Nearly $10M in Stolen Funds

Chainalysis describes its response to the 2 November 2026 hack of Mercado Bitcoin, Brazil's largest crypto exchange, where an attacker drained about $49 million across 17 blockchains. Investigators traced the funds, contacted law enforcement within 30 minutes and worked with Paxos, Anchorage Digital, Ripple, Circle and Tether. Tether froze over $9 million in USDT, nearly $10 million in all. The post does not explain how the attacker got in.

TetherBitcoinEthereum+2
Mercado BitcoinChainalysisCircle+3

Threat Intel, Blue Team & Detection· Published and added 2 Nov 2026

latent.spacetalk🧠 AI

Building Legal Agents When You Can't See the Data - Jacob Lauritzen, CTO of Legora

Latent Space interview with Jacob Lauritzen, CTO of Legora, on building a legal agent when the company cannot read customer traces. It covers simulated test "worlds" built by engineers and lawyers, a citation fix that went from 70% to 99% with a model release, paraphrased traces, and running on Azure. It also covers Tabular Review, intake bots, forward-deployed engineers and the harness.

AzureSlackTabular Review+5
LegoraLatent SpaceWexler+9

agents, evals, llm-apps· Published and added 2 Nov 2026

en.cryptonomist.charticle🛡️ Security

Elliptic traces $2.2M of Binance hack funds through Bitcoin mixing

Elliptic's 2 November 2026 analysis reports the first laundering of proceeds from the 29 October 2026 Binance hack. By 1:02 a.m. ET it counted 18 WabiSabi coinjoin transactions, funded by bitcoin routed out of Tron and bitcoin bought with swapped ETH. The 18,270 BTC stolen directly had not moved. Elliptic names stablecoins and centralized cashout platforms as the remaining chokepoints. The page gives no addresses, transaction IDs or tracing method.

BitcoinEthereumTron+1
EllipticBinanceFBI+2

Blockchain, Threat Intel· Published and added 2 Nov 2026

bleepingcomputer.comarticle🛡️ Security

FBI links $6.3 billion Binance crypto heist to North Korean hackers

The FBI attributed the roughly $6.3 billion Binance theft of about 29 October 2026 to North Korea's TraderTraitor (Lazarus Group, Jade Sleet, APT38). Binance traced the breach to a compromised DevOps engineer's laptop that gave access to a service container used to submit unauthorized withdrawals across ten blockchains. The FBI published 628 laundering addresses and linked the group to earlier thefts at Bybit, DMM Bitcoin, Bitget and Drift.

EthereumBitcoinSolana+3
TraderTraitorLazarus GroupDPRK+14

Threat Intel, Blockchain· Published and added 1 Nov 2026

latent.spacearticle🧠 AI

Agents Prompt People: Using Agents for Long-Horizon Financial Work

Latent Space podcast write-up of an AI Engineer New York interview with Aman Singh, lead AI Engineer at Arca, an AI-native wealth management firm. Arca runs agent tasks lasting up to ten days, uses a per-client memory system, and owns its harness, which routes tasks to models (mainly Claude) by internal benchmarks. Safety rules are deterministic, trading stays with human advisors, and a meta-agent uses advisor feedback and traces to improve the harness.

ClaudeLLM
ArcaAman SinghAnthropic+6

agents, ai-infra· Published and added 31 Oct 2026

theblock.coarticle🛡️ Security

Hackers hijack a dozen DeFi websites, all registered with Name.com, and steal about $138,000

Twelve DeFi websites, including Flap, Kintsu, Pickle Finance and Origami Finance, were hijacked on 30 October 2026 and served the Step Drainer kit. All 12 domains use Name.com as registrar, and 10 were suspended. The Block traced about $138,000 stolen to three EVM wallets, excluding Solana and Aptos losses. Kintsu and Origami blame Vercel. Projects say their onchain contracts were untouched.

VercelEthereumSolana
Step DrainerName.comFlap+5

Threat Intel, Blockchain· Published and added 31 Oct 2026

decrypt.coarticle🛡️ Security

Binance Hack: Everything You Need to Know About the Biggest Crypto Heist in History

Decrypt's explainer on the roughly $6.4 billion theft from Binance hot wallets across about 10 blockchains. Binance traced it to a compromised DevOps engineer laptop plus further breach points, and on Ethereum the attacker used 50 pre-signed EIP-7702 authorizations to turn a hot wallet into a sweeper. Chainalysis and TRM Labs attribute it to TraderTraitor; Tether and Circle froze about $2.3 billion.

EthereumBitcoinTether+3
TraderTraitorBinanceChainalysis+10

Blockchain, Threat Intel· Published and added 31 Oct 2026

bankless.comarticle🛡️ Security

Binance Just Suffered the Biggest Hack in Crypto History. What Now?

Bankless report on the Binance hack of $6.3 billion, which Binance's preliminary investigation traced to a compromised DevOps engineer's laptop with access to withdrawal-authorizing systems. TRM Labs found valid EIP-7702 authorizations on Ethereum, and nine other chains were drained through normally signed transactions. TRM and Chainalysis link it to North Korea's TraderTraitor. Tether and Circle froze about $3 billion, and Binance says SAFU and corporate cash will cover the losses.

EthereumBitcoinSolana+1
BinanceTraderTraitorDPRK+9

Blockchain, Threat Intel· Published and added 30 Oct 2026

arxiv.orgpaper🛡️ Security

How Much Can Tool Calls Reveal About You? Privacy Leakage from Tool-Call Traces

PrivacyTrace is a benchmark of 1,000 synthetic user profiles and 4,000 agent trajectories across four domains, built with real tools from 25 MCP servers. Four LLM attackers inferred user attributes from tool-call traces alone at a 26.25% success rate, against 17.97% for prior-based guessing. Tool arguments and returned results gave the main evidence, and linking traces across sessions raised the risk.

Model Context ProtocolLLM
PrivacyTraceuser profile inferencebehavioral side channel

AI Security· Added 3 Nov 2026, published 30 Oct 2026

arxiv.orgpaper🧠 AI

How Much Can Tool Calls Reveal About You? Privacy Leakage from Tool-Call Traces

PrivacyTrace is a benchmark from the Shanghai AI Laboratory (AgentDoG Team, October 2026) that tests how much a passive observer can infer about a user from MCP tool-call traces alone. It has 1,000 synthetic profiles, 4,000 trajectories and 67,950 calls across 25 MCP servers. Four LLM attackers reached 26.25% attribute accuracy against a 17.97% prior baseline, and tool arguments leaked most.

Model Context ProtocolPydantic AILLM+1
PrivacyTraceShanghai AI LaboratoryAgentDoG Team+5

evals, mcp, research· Added 3 Nov 2026, published 30 Oct 2026

thedefiant.ioarticle🛡️ Security

Binance Attacker Used EIP-7702 to Bypass Wallet Controls, Teng Says

The Defiant reports that Binance co-CEO Yi He's colleague Teng says the attacker in a breach Binance estimates at $6.3 billion used EIP-7702 to bypass wallet controls. Binance is rebuilding its withdrawal service, and attackers destroyed tools and traces during the intrusion. Only the teaser loaded, so the technical detail of the EIP-7702 abuse is not in the available text.

Ethereum
BinanceThe DefiantEIP-7702+1

Blockchain, Threat Intel· Published and added 30 Oct 2026

securityweek.comarticle🛡️ Security

$2 Million+ Drained From Polymarket Traders in New Supply Chain Attack

Polymarket halted trading on 29 October after users reported unauthorized withdrawals traced to malicious JavaScript served from DebugBear's real user monitoring snippet. Hudson Rock's sample abused the authenticated session to sell positions or send tokens to a hard-coded address, without exfiltrating credentials. Loss estimates range from $2.19 million to $2.71 million (GoPlus), and Polymarket pledged reimbursement.

PolymarketDebugBearJavaScript
Hudson RockGoPlusArkham+2

Supply Chain, Threat Intel· Published and added 30 Oct 2026

opensourcemalware.comwriteup🛡️ Security

Earliest Known PolinRider Malware Found in 2025 npm Packages

OpenSourceMalware traces nine itsa-* npm package versions published on 4 May 2025 from a hijacked maintainer account to the PolinRider campaign, eight months before documented victims. It decodes the EtherHiding chain (BNB Smart Chain and Ethereum calldata, JADESNOW, INVISIBLEFERRET bootstrapper, Socket.IO RAT, Python stealer) and links the 2025 sample to 2026 force-push infections. It lists IOCs, hashes, a timeline and hunting guidance.

npmNode.jsPython+3
PolinRiderEtherHidingJADESNOW+9

Supply Chain, Malware & RE, Threat Intel· Published and added 30 Oct 2026

bleepingcomputer.comarticle🛡️ Security

Polymarket halts trading after crypto-draining script breach, $2.5M traced

Polymarket suspended trading for about an hour on 29 October 2026 after attacker-controlled JavaScript was served through DebugBear's Real User Monitoring script (cdn.debugbear[.]com/C7xcKKrjUnXK.js). The script hijacked logged-in trading sessions, sold positions and moved assets to an attacker wallet, with about $2.5M traced. The article gives the wallet address, the data.debugbear.com C2 endpoint and Hudson Rock's findings.

PolymarketDebugBearJavaScript+1
Hudson Rock0x3F99139F1C5854bb628c2e576Aaf638e99dFfc18cdn.debugbear.com/C7xcKKrjUnXK.js+3

Supply Chain, Threat Intel· Added 30 Oct 2026, published 29 Oct 2026

rekt.newswriteup🛡️ Security

Rekt - SingularityNET - Rekt

SingularityNET exploit (19 September 2026): attackers with signing authority exposed through a cloud infrastructure breach drained 8.72M FET from the Ethereum bridge converter, then minted about 2.3 billion AGIX, NTX, WMTX and CGV. Rekt's transaction-level reconstruction puts gross liquid proceeds near $2.29M, not the $16.77M headline, and traces laundering via Chainflip, Baltex and THORChain. It notes conversionIn() skipped checkLimits() and trusted a single EOA signature.

EthereumCardanoUniswap+2
SingularityNETASI AllianceFetch.ai+19

Blockchain, Cloud & Infra· Added 29 Oct 2026

rekt.newswriteup🛡️ Security

Rekt - Duelbits - Rekt

Duelbits is a crypto casino that lost an estimated $6.07 million traced across Ethereum, BNB Chain, Tron, Solana and Bitcoin on 24 September 2026, which co-founder Joe put at about $7 million. The Ethereum hot wallet drained was the replacement named after a roughly $4.6 million theft in February 2024. Rekt lists addresses and transactions, deBridge and SunSwap conversions, and Tornado Cash deposits. Duelbits has not published a root cause.

EthereumBitcoinSolana+3
Duelbitsprivate key compromiseScam Sniffer+8

Blockchain, Threat Intel· Added 29 Oct 2026

rekt.newsarticle🛡️ Security

Rekt - NEAR Intents - Rekt

Rekt News analysis of the 30 September to 1 October 2026 theft of 3.865 million USDT from the NEAR Intents HOT Bridge treasury on BNB Chain, paid out in five signed withdrawals after a 10 USDT deposit. It uses Bitquery's trace of laundering via Chainflip, THORChain, KuCoin and Hyperliquid, and a NEAR regression test showing an oversized refund log made mt_resolve_deposit fail. NEAR said the funds were returned but published no report.

BNB ChainHOT BridgeNEAR+3
NEAR IntentsBitqueryZachXBT+13

Blockchain, Threat Intel· Added 29 Oct 2026

bleepingcomputer.comarticle🛡️ Security

Fake crypto app on Apple App Store linked to $23K wallet theft

Padre Terminal, a fake Solana meme-coin trading app on the Apple App Store, drained about $23,000 from 27 Solana wallets after users imported private keys, per blockchain investigator Iris. The app has been removed, but the drainer stayed active; Iris traced funds to two attacker wallets holding 229.66 SOL. Iris also flagged four other suspected impersonator apps (Axiom Pro: Focus, GMGN AI, HyperTerminal-HyperliquidTools, Pump Fun Tokens & Analitycs).

iOSSolanaUSDC
Padre TerminalIrispump.fun+8

Mobile Security, Threat Intel· Added 30 Oct 2026, published 29 Oct 2026

github.comcourse🧠 AI

rohitg00/ai-engineering-from-scratch

ai-engineering-from-scratch is a free, MIT-licensed curriculum of 542 lessons in 20 phases, from math and deep learning through transformers, LLM engineering, MCP, agents and capstones. Code is in Python, TypeScript, Rust and Julia. It includes three graded projects (retrieval evaluation, agent trace debugger, tool call firewall), installable tutor skills for Claude Code and Codex, and certification prep tracks.

PythonTypeScriptRust+13
Rohit GhumareOpenClawHermes+6

· Added 29 Oct 2026

arxiv.orgpaper🧠 AI

MAServeBench: Benchmarking Multi-Agent LLM Serving Systems with Hierarchical Collaboration Workloads

MAServeBench is a benchmark that treats multi-agent collaboration as a configurable dimension of LLM serving workloads. Its composable stages model how agents coordinate and exchange context in documented multi-agent workflows, and Hierarchical Semantic Traces record operations and dependencies for reproducible comparisons. Task-linked measurements tie workloads to GPU/NPU behavior, showing serving efficiency does not always mean timely task completion. Code is released.

LLM
MAServeBencharXiv

evals, inference, agents· Added 31 Oct 2026, published 29 Oct 2026

eprint.iacr.orgpaper🛡️ Security

Beyond the Scope of This Paper: Practical Flash-Accelerator and Cache-Collision Timing Attacks on Microcontrollers

Colin O'Flynn's paper shows that the flash accelerator in most microcontrollers produces the same timing collisions as a cache, so cacheless Cortex-M devices remain open to cache-collision attacks on AES. AES keys were recovered from as few as 750 traces across six cryptographic libraries, eight architectures and over twenty devices. It also attacks SPI bootloaders, Ethernet, CTAP2 over USB and 802.15.4, and releases the open-source tool FlashWhisperer.

FlashWhispererARM Cortex-M4SPI+1
cache-collision timing attackColin O'FlynnCTAP2+2

Hardware & RF· Added 31 Oct 2026, published 29 Oct 2026

bleepingcomputer.comarticle🛡️ Security

Police seize Virtualine bulletproof service tied to ransowmare, cybercrime

Virtualine, a bulletproof hosting service also operating as Secury, Massgod, Spamhouse, Lanedo and Omegatech, had its main domain seized by the FBI with German, Dutch and UK partners. Chainalysis and TRM Labs traced its Bitcoin payments to ransomware (5% of flows), a Russian drug market (about 44%), sextortion and the StealC infostealer. Dutch police seized dozens of servers in Limburg and recovered data on over 3,000 customers.

Bitcoin
VirtualineSecuryMassgod+14

Threat Intel· Added 30 Oct 2026, published 28 Oct 2026

chainalysis.comarticle🛡️ Security

Treasury Sanctions Russians, North Koreans supporting DPRK IT Worker Fraud

Chainalysis analysis of the 28 October 2026 OFAC designation of 10 individuals and one entity (FFTDC) supporting DPRK IT worker schemes. It traces on-chain flows from a DPRK developer wallet through sanctioned consolidation addresses to Russian converters Obertas and Boykov, then to Garantex. It also covers Alis, Amnokgang and Chinyong links and DPRK use of generative AI and deepfakes in hiring.

Chainalysis ReactorChainalysis KYT
DPRKOFACChainalysis+11

Threat Intel, Blockchain· Published and added 28 Oct 2026

arxiv.orgpaper🧠 AI

FlatCake: A Flat KVCache Storage Architecture for LLM Serving

FlatCake is a KV cache storage architecture for LLM serving that treats host DRAM and NVMe SSD as peer media in one 64-bit address space, instead of a DRAM-over-SSD tier. Blocks are placed once, in session-contiguous, layer-major order, and streamed via GPUDirect Storage. On a Claude Code trace with DeepSeek-V4-Flash it holds a 94% hit rate (Mooncake: 64%) and cuts peak-load mean TTFT 1.6x.

GPUDirect StorageNVMe SSDLLM+3
FlatCakeMooncakeMooncake-GDS+3

inference, research· Added 30 Oct 2026, published 28 Oct 2026

eprint.iacr.orgpaper🛡️ Security

Tractable, Not Truncated: Colored-Noise TRNG Security via Fractional Brownian Motion

This ePrint paper models oscillator-based TRNG phase noise, both white and flicker, as fractional Brownian motion. It proves a quasi-renewal property that gives closed-form worst-case min-entropy and sampling requirements, and extends spectral and Allan-variance analysis so noise parameters come from a single timing trace. FPGA and ASIC experiments show flicker noise accounts for over 99% of uncertainty at a 0.99 min-entropy target, allowing a bitrate two to three orders of magnitude higher.

FPGAASIC

Hardware & RF· Added 28 Oct 2026, published 27 Oct 2026

x.comthread🛡️ Security

Prasenjit Sarkar (@stretchcloud) on X

Campfire is a self-hosted tool that runs Claude Code, Codex, Goose, Aider and OpenHands in one tab. Risky actions need permission voting (majority approves, any single deny blocks, 30 second timeout), and session replay traces which file or tool call triggered an action. The post cites Forever Security's finding that Codex followed a planted AGENTS.md instruction over 90% of the time and Claude Code about half the time. It also cites the February Cline release compromise via a poisoned GitHub Actions cache.

CampfireClaude CodeCodex+3
Forever SecurityAGENTS.mdprompt injection+1

AI Security· Added 28 Oct 2026, published 27 Oct 2026

eprint.iacr.orgpaper🛡️ Security

Unshuffling Fisher-Yates: Practical Recovery of Length-128 Permutations and Application to ML-DSA

Paper (IACR ePrint 2026/2658) presenting a single-trace side-channel attack on a software Fisher-Yates shuffle of length 128, the butterfly count in one ML-DSA NTT layer. It removes rejection-sampling timing variation, extracts Hamming weight and identity leakage, and enumerates likely permutations with constraint programming. On a shuffled ML-DSA-44 NTT it recovers secret polynomial s1, fully or up to a few coefficients.

ML-DSA
Fisher-Yates shuffleFIPS 204

Hardware & RF· Added 28 Oct 2026, published 27 Oct 2026

eprint.iacr.orgpaper🛡️ Security

Poly2MsgLeaks: Certified Key Recovery from Polynomial-to-Message Leakage

Poly2MsgLeaks is a profiled chosen-ciphertext power-analysis attack on the SMAUG-T (TiMER parameter set) post-quantum KEM that recovers the full 512-coefficient PKE secret from six traces on an STM32F415. It recovers 999 of 1,000 unseen secrets and proves an incorrect key is released with probability at most 2^-2095.6. Single-write message assembly and a two-share masked P2M resisted the evaluated six-execution attack.

SMAUG-TSTM32F415
Poly2MsgLeakschosen-ciphertext attackpolynomial-to-message leakage+1

Hardware & RF· Added 28 Oct 2026, published 27 Oct 2026

huggingface.copaper🧠 AI

Trial by Trace: Benchmarking AI Agent Harnesses for Reliability and Failure Attribution

TraceTrial-Bench is a benchmark that scores agent task performance and agent harness reliability separately. It has 95 mechanism-oriented tasks across seven components: context, execution, governance, lifecycle, observability, tools and verification. Across 4 harnesses, 9 models and 3,420 runs, macro-averaged harness scores range from 59.8% to 72.0%, and 31.1% of runs succeed despite failing at least one harness criterion.

LLMHugging Face
TraceTrial-Bench

evals, agents, research· Added 27 Oct 2026

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