• Jay Cooke's 1870 financing for Northern Pacific Railway led to the 1873 Panic and economic depression.
• In 2026, tech companies Microsoft, Oracle, Meta, Alphabet, and Amazon have issued $194 billion in debt for AI infrastructure.
• Google raised $85 billion equity in June 2026, including $10 billion from Berkshire Hathaway, to fund AI build-out.
• DeepMind faces leadership changes and loss of frontier AI status with Google Cloud gaining more compute resources.
• Nvidia partners with major financiers to mobilize $500 billion for AI infrastructure as an investable asset class, risking 25% residual-value financing.#AIInfrastructure #Nvidia #TechFinance

• AT Protocol uses a NoSQL cluster with eventual consistency for scalability.
• Introduces an event log (e.g., Kafka) to sync view servers with the NoSQL cluster.
• Data is organized in user data repositories with collections of JSON document records.
• Every internal service is externalized with public APIs for decentralized backend participation.
• Applications read/write JSON repos, emit events to logs, and update view servers in a circular data flow.#ATProtocol #DistributedSystems #Decentralization

• A Metal capability shim boosts LLM inference in macOS VMs up to 16x faster on M1 Ultra.
• Shim changes Apple GPU capability reports, enabling newer Metal kernels in llama.cpp.
• TinyLlama 1.1B prompt processing was 11.08x faster; token generation 16.36x faster inside VM.
• Tested on macOS 26.6.1, shim achieves near bare-metal performance (up to 99.59%) for some models.
• Shim is experimental, per-process, uses private Metal APIs, and limited to current Apple Silicon and guest versions.#AppleSilicon #GPUAcceleration #MacOSVM

• LFM2.5-2.6B is a 2.69B parameter hybrid model with a 128K context window for on-device deployment.
• It achieves 220 tokens/s inference on Apple M5 Max and 113 tokens/s on AMD Ryzen CPU using under 2.5 GB RAM.
• Trained on 34 trillion tokens with agentic reinforcement learning for tool use and multi-step tasks.
• Available in native, GGUF, ONNX, and MLX formats optimized for various hardware including Apple Silicon.
• Benchmark tests show it outperforms larger models (4x size) in tool use and multi-agent tasks.#LiquidAI #OnDeviceAI #LFM2Model

• Amber Newell of Brookfield, Wisconsin, was pulled over twice at gunpoint due to a Flock camera glitch.
• The camera falsely flagged her car in connection to a homicide investigation on I-94 near Milwaukee.
• Milwaukee police admitted the alert was outdated and should have been removed days earlier.
• Brookfield officers followed protocol given the alert, despite the mistake being a human error.
• Newell's daughter is now fearful of police stops, highlighting the impact of the error.#FlockCameraGlitch #FalsePoliceStop #PoliceTechnology

• Go language focuses on software engineering with strong team-driven development principles.
• Go is a platform with built-in tools: formatter, test framework, dependency management, security.
• Go enforces readability and uniform code format, aiding AI and human code review.
• Go has a strong static type system and comprehensive standard library for secure, reliable code.
• Go guarantees backward compatibility and provides tools for large-scale, maintainable codebases.#GoLang #AIcoding #SoftwareEngineering

• Mojo language reaches stable 1.0 release after initial 2023 launch.
• Mojo 1.0 provides stable foundation for long-term development, minimizing breaking changes.
• New features include Python-style lambda syntax and improved memory safety diagnostics.
• MAX framework updated with easier installation and support for GLM-5.2 and Nemotron-H models.
• Modular plans to open source Mojo compiler and toolchain within 2026.
• Upcoming ModCon event on August 18 will discuss Mojo 1.0 and open source plans.#MojoLang #ModularAI #AIProgramming

• OpenAI's head of ethics left the start-up less than one year after joining.
• The departure occurred before August 10, 2026, as reported by Financial Times.
• No specific reasons for the departure were disclosed in the article.
• The Oxford-based start-up had recently hired the ethics head from OpenAI.
• The exit highlights challenges in retaining top ethics executives in AI start-ups.#OpenAI #AIethics #TechLeadership

• BTP is expanding its live facial recognition (LFR) trial into London Underground stations.
• The trial aims to enhance public safety and crime detection on the network.
• LFR technology matches live images against a watchlist of individuals of interest.
• The expansion follows initial trials on certain rail services and stations.
• Public awareness and privacy considerations remain important in the ongoing trial.#FacialRecognition #LondonUnderground #PublicSafety

• Photosynthesis app for iPhone combines two lenses to create one high-res photo.
• Supports all iPhones with 2 or 3 rear lenses from iPhone 11 onwards.
• No generative AI used; detail comes solely from optical camera data.
• Offers free unlimited capture/editing, 3 exports/month; subscription for full features.
• Exports include layered Photoshop, spatial 3D, and re-importable Photosynthesis files.#iPhonePhotography #CameraApp #MobilePhotography

• Modern data compression uses transforms, models, and entropy coders like arithmetic coding to shrink data.
• Arithmetic coding compresses entire datasets into a single number based on symbol probabilities.
• Higher symbol probabilities allow compression to fewer bits per symbol, measured by entropy.
• Context-aware models (order-N) vastly improve compression by predicting next symbols more accurately.
• Large language models (LLMs) excel at prediction, enabling superior compression but with high computational cost.#DataCompression #LanguageModeling #EntropyCoding

• GitHub Copilot uses an OAuth flow for authentication and entitlements validation at startup.
• Copilot sends network requests via Electron's Chromium-based network stack, interceptable by mitmproxy.
• Copilot selects models dynamically based on intent classification like code-gen or debugging.
• Session history including user prompts and AI responses is stored in plain text SQLite database locally.
• Default context includes recent edits from up to 20 files and 3 lines around changes; no default .env exclusion on individual plans.#GitHubCopilot #AIcoding #ElectronApps

• NVIDIA released Nemotron 3.5 Lightning, a 30-billion-parameter open model for specialized AI tasks, with up to 4x faster output speed.
• Nemotron 3.5 Lightning is customizable, supports on-premise and cloud deployment, and improves accuracy in domain-specific workflows.
• NVIDIA introduced open source NeMo Switchyard, a smart routing library for directing AI requests to the best model automatically.
• NeMo Switchyard reduces task cost to about one-third while maintaining frontier-level accuracy.
• Key industry partners like CrowdStrike and Siemens have adopted Nemotron 3.5 Lightning and NeMo Switchyard for AI efficiency improvements.#NVIDIA #AIModels #AgenticAI

• Jolt is a self-hosted Clojure implementation compiling to Scheme, running on Chez and Gambit.
• It supports full Clojure semantics including persistent data, lazy seqs, multimethods, and core.async.
• The 'jolt build' command creates standalone binaries needing no JVM or Scheme runtime.
• Real concurrency is provided via OS threads with 'future', 'agent', 'pmap', and 'core.async'.
• No general Java interop, BigDecimal absent, and regex differs using irregex instead of Java's engine.#Clojure #Scheme #JoltLang

• Grok Bot performs tasks autonomously on desktop or iOS using your apps.
• Users can manage multiple Bots working in parallel on different projects.
• Bots learn workflows by observing user actions and improve over time.
• Grok Bot plans to integrate collaborative task handoffs between Bots.
• Pricing: Cursor Ultra at $200/month, Premium Teams at $120/seat/month with team features.#GrokBot #AIAutomation #ProductivityTools

• WorldClaw generates large-scale, editable 3D open-world scenes from single text prompts.
• It uses agentic planning to maintain global terrain coherence and rich local detail.
• The system produces explicit terrains plus independently editable 3D objects with accurate placement.
• WorldClaw's pipeline includes intent analysis, global terrain generation, and regional object placement.
• Future plans involve code-native 3D modeling and integration with game engines for runtime use.#3DGeneration #AIModels #WorldClaw

• Manus will become independent and delete some users' data from Aug 23-24, 2026 (SGT).
• Affected users can back up data until Aug 23, 2026, 7:59 a.m. SGT and restore from Aug 25, 2026.
• Unaffected users can use Manus normally with no action required or charges during backup period.
• Notifications will be via app and email; users registering via Apple ID or Facebook should check app notifications.
• Data deletion affects data generated on/after Dec 29, 2025, due to regulatory compliance in some jurisdictions.#ManusUpdate #DataBackup #TechTransition

• git-knife is a desktop GUI tool for editing git commit metadata including message, author, and dates.
• It enables bulk find & replace with regex and edits author/committer names, emails, and dates.
• git-knife shells out to git CLI and rebuilds commits with git commit-tree, ensuring file contents remain unchanged.
• It supports Linux, macOS, and Windows builds, requiring git, Node.js, pnpm, and Rust as prerequisites.
• The tool creates automatic backups before rewrites and warns when editing pushed history, but does not yet handle reorder, squash, or merge commits.#GitTools #OpenSource #DeveloperTools

• CFTC used emergency authority to keep KalshiEX operating under federal Commodity Exchange Act.
• KalshiEX's market emergency arose after NY Attorney General sued, seeking $36B damages and halt.
• NY lawsuit aims to block KalshiEX’s event contracts citing state gaming laws.
• CFTC emphasized federal jurisdiction over derivatives exchanges, rejecting state gaming regulation.
• CFTC has filed multiple lawsuits against states to protect federal oversight of derivatives markets.#CFTC #KalshiEX #Derivatives

• Pen plotter repurposed to etch holograms by creating reflective ridges encoding depth.
• Reflective ridge curvature controls highlight movement, simulating 3D depth perception.
• CD jewel cases found effective medium for etching holographic patterns with a sharp stylus.
• Point-source flashlight required for best holographic illusion due to light reflection properties.
• Etched holograms retain complete scene info even when cut into small pieces, emphasizing holographic nature.#Holography #PenPlotter #DIYTech

• New Bedford officer Emily Pacheco accused of tracking ex-girlfriend using Flock license plate readers.
• Judge ordered Pacheco to surrender firearms and suspended her carry license after abuse prevention order.
• Police department suspended Flock camera use and opened internal investigations, placing an officer on leave.
• Pacheco performed hundreds of vehicle searches from April to June, often citing 'traffic infraction' as reason.
• Public and city councilors demand regulation or removal of Flock cameras amid privacy abuse concerns.#PoliceSurveillance #PrivacyAbuse #NewBedford