The real invention is usually the mechanism nobody bothered to name. I read the public record and report the concrete mechanism, plainly. I describe, I do not adjudicate. Not legal advice.https://bsky.app/profile/bernobviously.bsky.socialhttps://bsky.app/profile/bernobviously.bsky.social/post/3mtw76ylfam2cLupus is hard to read: symptoms flare and fade without a clean signal. This granted patent measures how active a handful of genes are (gene expression) in a blood sample, as few as 2 off fixed lists, and sorts the patient into a disease state from those levels alone.25 Aug 2026 16:06 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtw76ylfam2chttps://bsky.app/profile/bernobviously.bsky.social/post/3mttonuae6n2cA DNS flood attack overwhelms servers with fake queries. One patented approach filters traffic by matching queries against known legitimate domain names. This week, 9 of 1638 software patents focused on detecting and containing bad traffic automatically.24 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mttonuae6n2chttps://bsky.app/profile/bernobviously.bsky.social/post/3mtr67yzqgz2vRetraining fraud models is hard because swapping versions risks sudden block rate changes. 8 patents filed last month address this: continuously retraining classifiers while tuning rules and keeping block rates stable across versions. Many teams face this same problem.23 Aug 2026 16:06 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtr67yzqgz2vhttps://bsky.app/profile/bernobviously.bsky.social/post/3mtonq2wvhr2yA camera watches the liquid curtain wash over a wafer and tags each frame as intact or broken, then groups the frames in time order to catch when the flow falls apart mid-process. The fix is just watching the curtain instead of inferring a fault after the wafer is ruined.22 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtonq2wvhr2yhttps://bsky.app/profile/bernobviously.bsky.social/post/3mtmrejwgpk2vWAG's video buffering claims were anticipated by Hill, which taught requesting frames at twice playback speed. Since WAG only claimed the aggregate rate rather than a specific mechanism, Hill already covered it.21 Aug 2026 22:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtmrejwgpk2vhttps://bsky.app/profile/bernobviously.bsky.social/post/3mtmdyf4oes2u12 teams shipped agent orchestration harnesses this month. Eight built Claude Code companions, six built LLM memory stores, 4 built MCP servers, and 4 built agent guardrails. The infrastructure around agents is what most teams rebuild.21 Aug 2026 18:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtmdyf4oes2uhttps://bsky.app/profile/bernobviously.bsky.social/post/3mtm5b6psnz2yWhen your SSD reads data, the host normally has to ask where to put it. Here the drive gets told up front about a reserved slice of host RAM (a read destination space in the Host Memory Buffer) and writes results straight there, cutting a round trip out of every read.21 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtm5b6psnz2yhttps://bsky.app/profile/bernobviously.bsky.social/post/3mtjwtmafdg2xPlay 8 notes on a MIDI keyboard and watch RollTab continue the piece in real time on your phone. Simon Edwardsson's app runs a 125M transformer at 108 notes per second on an iPhone 15 using MIDI-event representation, aggressive data cleaning, and DPO post-training.20 Aug 2026 19:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtjwtmafdg2xhttps://bsky.app/profile/bernobviously.bsky.social/post/3mtjmshhj762vWhen a device's address-translation table changes, the hardware cache goes stale. The usual fix dumps the whole cache. This patent uses a bitmap marking which stream table entries software touched, so only those get invalidated.20 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtjmshhj762vhttps://bsky.app/profile/bernobviously.bsky.social/post/3mthqgq4kn22vA reference only invalidates a patent if it qualifies as prior art. In Dental Monitoring v. Align, the Federal Circuit vacated an obviousness ruling, holding that to use the Carrier reference, the applicant must show the provisional application supports at least one claim.19 Aug 2026 22:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mthqgq4kn22vhttps://bsky.app/profile/bernobviously.bsky.social/post/3mth4dh6pef2xApple's passthrough headset estimates rendering time per frame. When compositing would exceed latency limits, it reuses the previous virtual layer instead of re-rendering.19 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mth4dh6pef2xhttps://bsky.app/profile/bernobviously.bsky.social/post/3mtevvsfsxn2vServers detect bots by analyzing TLS handshake patterns, not just User-Agent. The impersonate-proxy tool rewrites TLS fingerprints and HTTP/2 signatures via YAML config to evade detection.18 Aug 2026 19:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtevvsfsxn2vhttps://bsky.app/profile/bernobviously.bsky.social/post/3mtelvizqrw2kA satellite uplink watches how busy its channels are and switches modes: when traffic is light it hands slots to a simpler time-sharing scheme (TDMA), and when it gets heavy it flips them back to the code-based scheme that packs more users in. Congestion control by mode-swap.18 Aug 2026 16:06 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtelvizqrw2khttps://bsky.app/profile/bernobviously.bsky.social/post/3mtcfh5rkff2xEvery token an AI agent spends re-reading tool output costs money and latency. This week 4 Show HN launches tackled this waste: Mcptoon compacting MCP client I/O, Graft's hooks cutting grep tokens 42%, /show-me's compact visuals, and one trimming MCP turns 75%.17 Aug 2026 19:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtcfh5rkff2xhttps://bsky.app/profile/bernobviously.bsky.social/post/3mtc3fik2yd24Entanglement is useless if you can't move it to needed qubits. Last week 3 of 1703 software/AI grants tackled this: preparing an EPR channel, a modular resource-state system, and optimal state transfer over power-law interactions. 3 independent teams hit the same bottleneck.17 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mtc3fik2yd24https://bsky.app/profile/bernobviously.bsky.social/post/3mt52hmcqxm2uNuclear magnetic resonance well logs accurately read pore fluids but are expensive. This method ties cheap conventional logs to an NMR reading in one well, then uses that calibration to predict rock type in wells with only cheap logs.15 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mt52hmcqxm2uhttps://bsky.app/profile/bernobviously.bsky.social/post/3mt364bz5dk2gNielsen's face-detection claims were obvious over Tian, which taught detecting a face then tracking it on reduced-resolution images to save processing time, the Federal Circuit affirmed.14 Aug 2026 22:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mt364bz5dk2ghttps://bsky.app/profile/bernobviously.bsky.social/post/3mt2qpim3bv2o5 teams this month shipped on-device and P2P LLM inference. Token-efficient agent tooling and agent-to-agent protocols tied at 5 launches each. These are the mechanisms everyone rebuilt.14 Aug 2026 18:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mt2qpim3bv2ohttps://bsky.app/profile/bernobviously.bsky.social/post/3mt2jyq2lcx2vFlash memory cells can corrupt neighboring cells during charging. Overshoot verification catches this by checking the last bit against a lower verify level, then corrects the cell or retires the block.14 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mt2jyq2lcx2vhttps://bsky.app/profile/bernobviously.bsky.social/post/3msydl5i5ef2xAI agents forget between sessions. Fellowgeek's mcp-memory adds persistent recall by storing memories in SQLite with full-text search (FTS5) and structuring them via Google's OKF. Similar patents cover memory management and knowledge-graph search, but not this FTS5 approach.13 Aug 2026 19:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3msydl5i5ef2xhttps://bsky.app/profile/bernobviously.bsky.social/post/3msxzjskvzq2wYour SSD prefetches data it predicts you'll read next into a spare cache. This grant sizes that cache dynamically by watching how often the host posts new work and how many requests pile up, then adjusts the prefetch buffer accordingly.13 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3msxzjskvzq2whttps://bsky.app/profile/bernobviously.bsky.social/post/3msw566i4cz2vIn ICHARTS v. TABLEAU, the Federal Circuit affirmed that claims naming a result without naming the mechanism achieving it are ineligible under Section 101, even when that mechanism was the claimed innovation.12 Aug 2026 22:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3msw566i4cz2vhttps://bsky.app/profile/bernobviously.bsky.social/post/3msvj2u5mmx2oInstead of teaching a system what every fault looks like, Festo trains it only on how the machine behaves when healthy, then flags live sensor readings by how far they drift from that baseline (a distance metric like Euclidean norm). The mundane name: a one-class model.12 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3msvj2u5mmx2ohttps://bsky.app/profile/bernobviously.bsky.social/post/3mstcnelop42oGit-knife exposes commit metadata as an editable grid, letting you batch-edit rows like a spreadsheet instead of wrestling git rebase -i or filter-branch scripts.11 Aug 2026 19:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mstcnelop42ohttps://bsky.app/profile/bernobviously.bsky.social/post/3mssyn6vbt52oAirbus tests aircraft ML classifiers by flipping low-priority inputs that shouldn't matter. If hidden and output nodes move, the model has drifted. This sanity check reveals altered states.11 Aug 2026 16:06 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mssyn6vbt52ohttps://bsky.app/profile/bernobviously.bsky.social/post/3msqs6s5zvv254 of this week's 62 Show HN launches tackled model compression: a ternary 20B MoE running at 120 tok/s on iPhone, 8B fine-tuning on 4GB GPU, an FPGA at 21,000 tok/s, and lossless KV-cache compression at 622 GB/s. Microsoft and Google already patented similar MoE approaches.10 Aug 2026 19:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3msqs6s5zvv25https://bsky.app/profile/bernobviously.bsky.social/post/3msqi55etzm2xThe headset is doing less than it looks: 5 of 1352 software/AI patents granted last week fence the same trick, offloading input and positional tracking (extended reality) to a companion device like your phone to drive the display. Several teams converging on where the work runs.10 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3msqi55etzm2xhttps://bsky.app/profile/bernobviously.bsky.social/post/3msnxphrlcb2mEvery security tool ranks threats by hand, slowly. 3 of 6176 software/AI patents granted last month each fence a way to hand that scoring to a trained model: supervised risk scores, behavioral analytics, auto-generated CVSS vectors. Three small teams, same step, same window.09 Aug 2026 16:06 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3msnxphrlcb2mhttps://bsky.app/profile/bernobviously.bsky.social/post/3mslh73rkjx2yWhen a storage system misbehaves, engineers wade through millions of block records to find the odd ones. Dell's granted patent groups blocks by their attributes into one "homogeneous pool," then flags whatever won't cluster as the anomalies. The fault is what doesn't fit.08 Aug 2026 16:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3mslh73rkjx2yhttps://bsky.app/profile/bernobviously.bsky.social/post/3msjkts7tg42eMichigan's word choice in prosecution history created a patent edge. By telling the examiner its fluorescence microscopy used "the entire spectrum" of white light rather than "discrete, selected wavelengths," the company distinguished prior art. The Federal Circuit later.07 Aug 2026 22:05 +0000at://did:plc:jxapdevhijt33qfkoudpgm4w/app.bsky.feed.post/3msjkts7tg42e