The SignalRecord
Technology news tells you what was reported. The Signal Record measures the coverage itself: where attention went, what stage the reported developments had reached, how the coverage was framed, and what departed from its recent pattern.
This is not a news roundup, a technology ranking, or a verdict on which claims are true. It is a measurement of the public record created by the technology press.
Each month, Compass classifies coverage from a standing panel of approximately 140 technology publications. It turns that coverage into a structured, source-linked record for people who need to interpret technology narratives without mistaking the volume of attention for the stage of what was reported.
Which Subjects and Fields drew the coverage?
Was it an Announcement, a Launch, Speculation, or a Reported Result?
Was the coverage Neutral, Promotional, Critical or Skeptical?
Which subjects and fields Moved or Emerged against their own recent record?
Four sections, one per question, each answered for the whole month with one principal chart. The charts carry the numbers; the text says what each one shows and what follows from it. Open the Research Record for the supporting exhibits, full tables, source trail, exclusions and method.
The fields that drew the most coverage were the least likely to report ‘completed results’.
Across the whole month, attention and completed results ran close to opposite. The largest shares of the month’s coverage went to the parts of technology that least often described something already finished and measured; the cluster that described one most often drew among the smallest shares. Figure 1 shows the whole pattern in a single view.
share taken by the largest field cluster
items reporting a completed result
promotional to critical-plus-skeptical
eligible fields breaking their own pattern
Attention · Where July 2026's coverage went
Coverage concentrates in a few areas and spreads very thinly across everything else.
Counted in field attributions: one coverage item counts once for each subject it names in a field.
Figure 1 places every one of Compass’s ten field clusters on two scales side by side: on the left, the share of the month’s coverage it drew; on the right, how much of that coverage described a completed result. Clusters are ordered by share, largest first, so the two panels can be read across.
The two panels form a wedge. The clusters that dominated the month’s attention sit in the bottom quartile for reported-result share; the cluster with the highest share drew one of the smallest slices of coverage. Volume of attention and reported-result share were not aligned this month.
Beneath that structure the month is long-tailed: a few hundred subjects carry about half the coverage, and most of the rest were named only a handful of times. The cumulative concentration curve, the subject-type mix and the most-covered table are in the Research Record. Open the Research Record →
Stage · What status the coverage reported
Compass records each classified item as one of four reporting statuses.
Counted in coverage items: 44,496 classified developments from 31,498 articles.
Figure 2 lays the month’s whole classified corpus out by reporting status, in proportion. The four statuses are mutually exclusive rather than a sequence — speculation can precede or follow a launch — so the bar is ordered by size, not by maturity. Only the last of them describes something the coverage reported as already completed and measured.
That single proportion conceals most of what matters, because it varies between fields by more than an order of magnitude. The distribution across every eligible field, the full field ladder, the story-type mix and the matched-panel trend are in the Research Record. Open the Research Record →
Framing · The register the month was written in
Where coverage was not neutral, the balance between promotional and critical framing is the month’s register.
Counted in coverage items: 44,496 classified developments.
Figure 3 sets promotional framing against critical and skeptical framing combined, across all sources. Bars extend right for promotional and left for critical-plus-skeptical from a shared centre. Neutral items, the large majority, are omitted from the comparison.
Source roles are gated. Compass has no measured role for a publication. The split depends on a curated outlet map reviewed by hand, and until each outlet measured in this month carries a reviewed role, this record will not print a role comparison it cannot stand behind.
Register describes how coverage is framed. It says nothing about whether the underlying claim is true.
Change · What broke from the recent pattern
Compass reports a change only when a field or subject departs from its own recent record, never from a leaderboard.
Fields counted in attributions; subjects counted in coverage items.
Figure 4 answers both halves of the question. Panel A is a slope chart: each row is a field whose reported-result share moved against its own twelve-month record, hollow marker to filled. Panel B lists the subjects whose coverage cleared all three emergence tests, ranked by how far each ran above its own baseline. 38 of the 46 eligible fields moved less than the screen’s threshold and are not shown. Three further candidates were excluded for lack of source breadth and are named in the Research Record.
| Subject | Coverage items · axis 0–301 | Items | Outlets | Against its own baseline |
|---|---|---|---|---|
| Apple Upgrade | 120 | 19 | no prior record | |
| Claude Opus 5 | 79 | 25 | no prior record | |
| Kimi K3 | 168 | 29 | 902× | |
| GPT-5.6 Sol | 118 | 28 | 129× | |
| Galaxy Z Fold 8 Ultra | 205 | 15 | 57× | |
| Hide My Email | 60 | 18 | 54× | |
| The Odyssey | 71 | 11 | 38× | |
| GPT-5.6 | 94 | 32 | 23× | |
| Galaxy Watch 9 | 88 | 12 | 23× | |
| Moonshot AI | 203 | 32 | 20× | |
| Galaxy Z Flip 8 | 178 | 12 | 19× | |
| Galaxy Z Fold 8 | 301 | 14 | 17× |
In July 2026, coverage of GPT-5.6 Sol accounted for most of this field’s month, and that coverage sat at announcement and launch stage while its reported-result share fell. 28 outlets carried that coverage and none accounted for more than 13.4% of it, so this is not a panel artifact — it is a field-level reading moving because a single subject moved inside it. That is why Compass reports fields and subjects as separate layers. The volume-and-share chart and the full source trail are in the Research Record.
What this record cannot establish
Compass measures the technology press. It does not measure adoption, revenue, product quality or market performance.
A reported result is something coverage says has happened. Compass does not determine whether it is true or well evidenced.
An absence means not observed in this measured panel. It is not proof that no reporting exists elsewhere.
Compass measures one company, product, person or standard the same way — updated daily.
The same four questions, answered for anything you follow: where its attention came from, what stage it had reached, how it was framed, and what changed.
Look up any topic — free Open the Research RecordInspect the complete issue
Every supporting exhibit, table, exclusion, panel definition and method rule behind the four sections above.
Attention · concentration, subject types and the most-covered subjects
10,300 subjects drew measurable coverage, producing 69,303 subject-items. Attributed to fields those become 78,896 field attributions, because a subject can sit in more than one field. Cryptoasset subjects are screened from public rails.
| Top 1 subject | 4.1% |
| Top 10 | 16.6% |
| Top 25 | 22.4% |
| Top 100 | 35.9% |
| Top 500 | 54.8% |
| Top 10,300 | 100% |
| Subjects with 100+ items | 78 |
| Subjects with under 10 items | 9,220 |
| Company | 29,846 | 43.1% |
| Product | 18,007 | 26% |
| Technology | 7,523 | 10.9% |
| Organization | 6,572 | 9.5% |
| Person | 2,777 | 4% |
| Model | 2,140 | 3.1% |
| Event | 1,535 | 2.2% |
| Regulation | 620 | 0.9% |
| Standard | 280 | 0.4% |
| Topic | 3 | <0.1% |
| Subject | Subject-items | Share |
|---|---|---|
| Apple | 2,868 | 4.14% |
| 1,468 | 2.12% | |
| OpenAI | 1,440 | 2.08% |
| Samsung | 1,112 | 1.6% |
| Amazon | 1,049 | 1.51% |
| Microsoft | 1,002 | 1.45% |
| Anthropic | 824 | 1.19% |
| Meta | 760 | 1.1% |
| Nvidia | 536 | 0.77% |
| Bitcoin | 458 | 0.66% |
| SpaceX | 364 | 0.53% |
| Claude | 305 | 0.44% |
| Galaxy Z Fold 8 | 301 | 0.43% |
Stage · how far apart the fields sit
One dot for each field that cleared the sample floor, positioned by its own reported-result share, with the interquartile box and median drawn behind them. Bands are quartiles of the 46 eligible fields, recomputed each issue — not fixed editorial thresholds.
Half the eligible fields fall between 4.2% and 7.7%, but the full range runs from 1.7% to 36.7%. How much of the public record describes something completed depends far more on which field you read than on how busy the month was.
Stage · all 59 measured fields, ranked by reported-result share
Bands are quartiles of the 46 eligible fields, recomputed each issue. 13 fields drew too little coverage to clear the publication floor: shown here, never used in a finding.
| Field | Attributions | Results | Share · axis 0–75% | Share | Band |
|---|---|---|---|---|---|
| AI Evaluation & Benchmarks | 147 | 54 | 36.7% | Top quartile | |
| AI Inference & Serving | 160 | 46 | 28.8% | Top quartile | |
| Foundation Models & LLMs | 4,752 | 486 | 10.2% | Top quartile | |
| Memory & Storage | 674 | 65 | 9.6% | Top quartile | |
| AI for Software Development | 1,242 | 118 | 9.5% | Top quartile | |
| AI Chips & Accelerators | 1,229 | 111 | 9% | Top quartile | |
| AI Search & Answer Engines | 169 | 15 | 8.9% | Top quartile | |
| Chip Design & EDA | 124 | 11 | 8.9% | Top quartile | |
| Networking & Connectivity | 957 | 78 | 8.2% | Top quartile | |
| Databases & Data Infrastructure | 123 | 10 | 8.1% | Top quartile | |
| Identity & Access Management | 228 | 18 | 7.9% | Top quartile | |
| Clean Energy & Climate Tech | 790 | 61 | 7.7% | Top quartile | |
| Startups & Venture Capital | 686 | 52 | 7.6% | Middle half | |
| Cybersecurity | 2,746 | 195 | 7.1% | Middle half | |
| Semiconductors & Fabrication | 1,657 | 117 | 7.1% | Middle half | |
| Blockchain & Crypto | 2,210 | 146 | 6.6% | Middle half | |
| Open Source Software | 1,313 | 86 | 6.5% | Middle half | |
| AI Developer Tooling & MLOps | 386 | 25 | 6.5% | Middle half | |
| Enterprise AI Adoption | 2,558 | 164 | 6.4% | Middle half | |
| AI Agents & Autonomy | 743 | 47 | 6.3% | Middle half | |
| Fintech & Payments | 1,075 | 66 | 6.1% | Middle half | |
| Developer Tools & Platforms | 1,604 | 96 | 6% | Middle half | |
| Supply Chain & Manufacturing Tech | 482 | 28 | 5.8% | Middle half | |
| Data Centers & AI Infrastructure | 433 | 25 | 5.8% | Middle half | |
| Generative & Multimodal AI | 402 | 22 | 5.5% | Middle half | |
| AI Assistants & Chatbots | 3,184 | 165 | 5.2% | Middle half | |
| Social Media & Creator Economy | 941 | 47 | 5% | Middle half | |
| Privacy & Data Protection | 707 | 35 | 5% | Middle half | |
| Gaming & Interactive Entertainment | 2,110 | 102 | 4.8% | Middle half | |
| E-commerce & Retail Tech | 776 | 37 | 4.8% | Middle half | |
| DevOps & Platform Engineering | 264 | 12 | 4.5% | Middle half | |
| Autonomous Vehicles & Mobility | 808 | 36 | 4.5% | Middle half | |
| AI Policy & Governance | 3,151 | 138 | 4.4% | Middle half | |
| Cloud Computing & Platforms | 5,647 | 246 | 4.4% | Middle half | |
| Ransomware & Cyber Threats | 318 | 13 | 4.1% | Bottom quartile | |
| Enterprise Software & SaaS | 682 | 27 | 4% | Bottom quartile | |
| Defense & Aerospace Tech | 391 | 15 | 3.8% | Bottom quartile | |
| Consumer Devices & Wearables | 16,560 | 522 | 3.2% | Bottom quartile | |
| Programming Languages & Frameworks | 579 | 18 | 3.1% | Bottom quartile | |
| Robotics & Automation | 460 | 14 | 3% | Bottom quartile | |
| Operating Systems & Platforms | 5,221 | 146 | 2.8% | Bottom quartile | |
| IoT & Edge Devices | 371 | 10 | 2.7% | Bottom quartile | |
| Space & Satellite Systems | 1,386 | 37 | 2.7% | Bottom quartile | |
| Streaming & Digital Media | 2,147 | 57 | 2.7% | Bottom quartile | |
| AR/VR & Spatial Computing | 4,237 | 112 | 2.6% | Bottom quartile | |
| Tech Regulation & Antitrust | 1,405 | 24 | 1.7% | Bottom quartile | |
| On-Device & Edge AI | 4 | 3 | 75% | Below floor | |
| AI Safety & Alignment | 64 | 18 | 28.1% | Below floor | |
| Quantum Computing | 111 | 15 | 13.5% | Below floor | |
| Retrieval, RAG & Vector Search | 67 | 8 | 11.9% | Below floor | |
| Data Engineering & Analytics | 34 | 4 | 11.8% | Below floor | |
| AI Training & Model Development | 26 | 3 | 11.5% | Below floor | |
| Search & Digital Advertising | 55 | 5 | 9.1% | Below floor | |
| Cryptography & Post-Quantum | 55 | 4 | 7.3% | Below floor | |
| Security Regulation & Compliance | 17 | 1 | 5.9% | Below floor | |
| Energy & Power for Compute | 87 | 5 | 5.7% | Below floor | |
| AI in Healthcare & Life Sciences | 98 | 5 | 5.1% | Below floor | |
| AI Data, Copyright & Licensing | 42 | 0 | 0% | Below floor | |
| Cloud Cost & FinOps | 1 | 0 | 0% | Below floor |
Stage · what kind of story ran, and the largest fields by volume
Story type and field are independent classifications: a story type describes what the coverage was about, a field describes the subject area it was attributed to.
| Report | 47.2% | |
| Launch | 32.3% | |
| Regulation | 5.2% | |
| Partnership | 4.2% | |
| Funding | 3.4% | |
| Benchmark | 3.3% | |
| Lawsuit | 1.7% | |
| Restructuring | 1.5% | |
| Ma | 1.2% |
| Consumer Devices & Wearables | 16,560 | |
| Cloud Computing & Platforms | 5,647 | |
| Operating Systems & Platforms | 5,221 | |
| Foundation Models & LLMs | 4,752 | |
| AR/VR & Spatial Computing | 4,237 | |
| AI Assistants & Chatbots | 3,184 | |
| AI Policy & Governance | 3,151 | |
| Cybersecurity | 2,746 | |
| Enterprise AI Adoption | 2,558 | |
| Blockchain & Crypto | 2,210 | |
| Streaming & Digital Media | 2,147 | |
| Gaming & Interactive Entertainment | 2,110 |
Stage · the two panels and the matched-panel trend
Full panel — every outlet measured in the month: 139 outlets, 44,496 classified coverage items, 2,837 reported results. It carries the month's cross-section. Matched panel — the 101 outlets read in every month since July 2025: 31,749 items this month. It carries all month-to-month comparison. The two answer different questions and are never compared with each other.
Change · how a subject qualifies as emerging, and which candidates failed
Every candidate at five times its own twelve-month share or more, plotted against the two gates it must also clear: enough coverage in the month, and coverage from enough separate outlets. The shaded region is the rejection zone.
Excluded, and named. A subject can appear to surge when a single publication enters the panel, so a candidate that fails source breadth is named here rather than quietly dropped.
| Candidate | Items | Outlets | Why it was excluded |
|---|---|---|---|
| Svelte | 170 | 1 | Carried by a single publication — the apparent rise is a change in the measurement, not in the coverage. |
| SvelteKit | 159 | 1 | Carried by a single publication — the apparent rise is a change in the measurement, not in the coverage. |
| CATL | 81 | 4 | Carried by four publications, under the breadth test. |
Change · every mover and every emerging subject
Movement is measured against each field's own twelve-month reported-result share. Language stays descriptive until a formal field-variance test is implemented and documented.
| Field | 12-month | This month | Reading |
|---|---|---|---|
| AI Evaluation & Benchmarks | 76.4% | 36.7% | Fell into the top quartile, on a smaller base — fell by more than half. 54 of 147. |
| AI Inference & Serving | 12.1% | 28.8% | Rose into the top quartile, on a smaller base — more than doubled. 46 of 160. |
| Blockchain & Crypto | 14% | 6.6% | Fell within the middle half, on a large base — fell by more than half. 146 of 2,210. |
| Identity & Access Management | 2.7% | 7.9% | Rose into the top quartile, on a smaller base — more than doubled. 18 of 228. |
| AI Search & Answer Engines | 4.6% | 8.9% | Rose into the top quartile, on a smaller base. 15 of 169. |
| Networking & Connectivity | 4.9% | 8.2% | Rose into the top quartile, on a smaller base. 78 of 957. |
| E-commerce & Retail Tech | 2.1% | 4.8% | Rose within the middle half, on a smaller base — more than doubled. 37 of 776. |
| Operating Systems & Platforms | 1.7% | 2.8% | Rose into the bottom quartile, on a large base. 146 of 5,221. |
| Subject | Items | Outlets | Share of the month | Prior monthly share | Against baseline |
|---|---|---|---|---|---|
| Apple Upgrade | 120 | 19 | 0.17% | — | no prior record |
| Claude Opus 5 | 79 | 25 | 0.11% | — | no prior record |
| Kimi K3 | 168 | 29 | 0.24% | <0% | 902× |
| GPT-5.6 Sol | 118 | 28 | 0.17% | <0% | 129× |
| Galaxy Z Fold 8 Ultra | 205 | 15 | 0.3% | <0% | 57× |
| Hide My Email | 60 | 18 | 0.09% | <0% | 54× |
| The Odyssey | 71 | 11 | 0.1% | <0% | 38× |
| GPT-5.6 | 94 | 32 | 0.14% | <0% | 23× |
| Galaxy Watch 9 | 88 | 12 | 0.13% | <0% | 23× |
| Moonshot AI | 203 | 32 | 0.29% | 0.01% | 20× |
| Galaxy Z Flip 8 | 178 | 12 | 0.26% | 0.01% | 19× |
| Galaxy Z Fold 8 | 301 | 14 | 0.43% | 0.03% | 17× |
| Pixel 11 | 102 | 16 | 0.15% | <0% | 17× |
| CXMT | 93 | 17 | 0.13% | <0% | 16× |
| Hugging Face | 279 | 44 | 0.4% | 0.03% | 12× |
| Klarna | 62 | 23 | 0.09% | 0.01% | 8× |
| Fable 5 | 169 | 25 | 0.24% | 0.03% | 7× |
| Galaxy Unpacked | 139 | 14 | 0.2% | 0.03% | 7× |
| Baidu | 74 | 7 | 0.11% | 0.02% | 6× |
| iPhone Ultra | 89 | 12 | 0.13% | 0.02% | 6× |
| CLARITY Act | 132 | 5 | 0.19% | 0.04% | 5× |
The qualifying multiple is a share-over-share test: this month's share of all subject-items against the subject's own mean share across its prior twelve months. A baseline that reaches back across a change in how Compass collects cannot manufacture an emergence that way.
Change · the AI Evaluation & Benchmarks case, with its source trail
AI Evaluation & Benchmarks drew 147 attributions against a twelve-month average of 29, and its reported-result share moved from 76.4% to 36.7%. 118 of the 147 concerned GPT-5.6 Sol.
Every cited item links to the source article and to its Compass record.
How every figure in this issue was produced
For each figure: the unit it counts, the panel it was drawn on, the stored collection it came from, the filter that selected the rows, and the denominator it was divided by. A figure can be reconciled against this table without recomputing anything.
| Figure | Unit | Panel | Drawn from | Filter | Denominator | Total |
|---|---|---|---|---|---|---|
| Figure 1 · Attention and reported-result share | field attributions | full | CompassCoverageMix × CompassEntityDomainTags |
Periods.Period = 2026-07, tagged subjects folded into each field they belong to | the month's field attributions | 78,896 |
| Figure 2 · Reporting status | coverage items | full | CompassFeedEntityExtractions |
articles published in 2026-07, one row per classified development | the month's classified coverage items | 44,496 |
| Figure 3 · Framing | coverage items | full | CompassFeedEntityExtractions |
articles published in 2026-07, tone recorded per development | each group's own classified coverage items | 44,496 |
| Figure 4 · Movement and emergence | field attributions (fields) · coverage items (subjects) | full | CompassCoverageMix Periods |
each field or subject against its own twelve months before the reported one | the field's or subject's own record | 78,896 |
Method version 1.0 · corpus as of
14 August 2026 · signal run
2026-08-14T05:24:37.4880000Z
Method, limits and publication rules
The panel. A standing panel of technology publications: major newsrooms, the specialist press, aggregation desks, and labs and platforms in their own words. July 2026 collected 31,498 articles from 139 of them.
The units. An article yields zero or more coverage items — one per distinct development Compass can classify. Each item is attributed to the subjects it names (subject-items) and, through them, to fields (field attributions). §01 counts attributions and subject-items; §02 and §03 count coverage items. Every figure names its unit.
A reported result. An item qualifies when the coverage describes something already completed: a benchmark run, a measured behaviour, a decided case, a published figure. A plan, preview or claim about the future does not. A launch is a fact but not a measured one, and is counted separately. Compass does not assess whether a reported result is true or well evidenced.
Status, not sequence. The four reporting statuses are mutually exclusive labels for what a given item reported. They are not a maturity ladder: speculation can precede or follow a launch, and an item is never promoted from one status to another after the fact.
Two panels. The full panel carries each month's cross-section. The matched panel — the 101 outlets read in every month since July 2025 — carries the longitudinal series. Reported separately, never compared with each other.
Floors and bands. A field needs 120 attributions in the month before its reading is used in a finding. Bands are monthly quartiles of the eligible fields, not fixed editorial thresholds.
Movement. A formal field-variance rule is specified but not yet implemented. Until it is, movement is reported descriptively against a screen of at least one percentage point and at least half the field's own twelve-month rate.
Emergence. Three tests: 60+ coverage items in the month, five times the subject's own twelve-month monthly share, and coverage from at least five distinct outlets. The breadth test exists because a subject can appear to surge when one publication enters the panel. Candidates that fail it are named and excluded.
Publication gate. An issue is released only after its month is fully classified. Articles collected, classified and reported results are counted and labelled separately. A partial month is held, not published with a provisional denominator.
Exclusions. Cryptoasset price and market coverage is screened from public rails at story level. Machine-translated republications are deduplicated, so one story published in eight languages counts once.
Not measured. Market adoption, revenue, product quality, the quality of a source's evidence, or whether any claim is true.
Who writes this. Nobody. Every sentence in the issue is templated from the measurements by a deterministic rule, and which template fires is decided by what the data supports. The same month regenerated from the same run produces the same words.
Citation, provenance and corrections
Suggested citation — Compass, “The Signal Record, Issue No. 01: July 2026,” Enginerds. Published 14 August 2026.
Measurement window 1–31 July 2026 · corpus as of 14 August 2026 · method version 1.0 · every cited item resolves to both the source article and its Compass record · corrections are published against the issue they affect.