Microsoft's share of brand phishing climbs to 33% in Check Point's Q3 count
Microsoft accounted for 33% of the brand-impersonation phishing attempts Check Point Research tracked in Q3 2026, up from 23% in Q2. Its examples include fake Antigravity and Apple pages that get visitors to run terminal commands themselves.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+15
- Incentives55
- Confidence55
Google is rolling out Gemini 4 Argon to AI Pro subscribers in the Gemini app, where it was Ultra-only. Antigravity's own desktop app and CLI still require Ultra, 9to5Google reported.
Perspective Coverage
39 publishers
- Builder
- Builder 31%
- Operator
- Operator 39%
- Investor
- Investor 30%
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+25
- Incentives62
- Confidence76
Google made Gemini 4 Argon widely available and says it ranks #1 on the Vals Index at 68.90%. On the CWE-bench v1 security benchmark it ties two other models at 68%.
Reality
- Evidence42
- Adoption
- Not scored
- Hype gap+30
- Incentives72
- Confidence58
Musk wants Grok to hand user requests to Claude, Midjourney and Suno
Elon Musk wants Grok to send parts of user requests to rival AI models, and he named Claude Opus 5.5, Midjourney and Suno. Any company whose staff paste contracts into Grok would then have those three providers as possible recipients of company data.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+40
- Incentives50
- Confidence30
buildOne report1 publisher Google is testing Gemini 4 inside Antigravity, its agentic coding platform, before release
Google DeepMind's Koray Kavukcuoglu says Gemini 4 is in post-training and under test in Antigravity, with release hoped for well before the end of 2026. With no benchmarks published, the first evidence teams get will come from their own agent tasks.
Reality
- Evidence38
- Adoption8
- Hype gap+20
- Incentives65
- Confidence45
AlphaGenome Atlas answers every possible one-letter question in the human genome in advance, roughly a petabyte of predictions. Noncommercial access opened Tuesday, commercial use waits on Google Cloud, and the launch write-up carries no accuracy number.
Perspective Coverage
3 publishers
- Builder
- Builder 42%
- Operator
- Operator 33%
- Investor
- Investor 25%
Reality
- Evidence62
- Adoption15
- Hype gap+25
- Incentives55
- Confidence65
The new Model Context Protocol endpoint reaches every device and the whole event history in Google Home, but only for US subscribers on the paid Premium Advanced tier, and Google is shipping it as early access.
Perspective Coverage
12 publishers
- Builder
- Builder 35%
- Operator
- Operator 50%
- Investor
- Investor 15%
Reality
- Evidence70
- Adoption10
- Hype gap+35
- Incentives60
- Confidence75
Codex's read-only mode handed a cloned repository command execution on the host
Oren Yomtov of Accomplish found two ways out of the Codex sandbox, both silent and neither stopped by an approval prompt. OpenAI patched them within eight days, and other researchers have found the same design in rival agents.
Reality
- Evidence68
- Adoption45
- Hype gap−5
- Incentives55
- Confidence62
Plugin4Shell turned a pinned commit into attacker code in four AI coding agents
Researchers at AIR found that four AI coding agents accepted a Git checkout they never verified, and because no marketplace can close the gap, the repair now travels through agent version numbers inside each enterprise.
Reality
- Evidence62
- Adoption38
- Hype gap+18
- Incentives60
- Confidence55
Opening a stranger's repo in OpenAI Codex handed its author commands on the host
Oren Yomtov of Accomplish AI found two escapes from the Codex sandbox. The worse one ran unsandboxed commands from read-only mode through a helper tool that Codex Desktop writes into the global config at install.
Reality
- Evidence72
- Adoption45
- Hype gap+10
- Incentives55
- Confidence58
buildOne report1 publisher GDG Basilicata put 35 of 100 hackathon points on the spec the agent reads
For the first ninety minutes nobody opens an IDE. A mentor has to approve the team's SPEC.md, and that same file is what Antigravity or Cursor reads once the coding starts. It is worth 35 of the 100 points.
Reality
- Evidence42
- Adoption22
- Hype gap+18
- Incentives62
- Confidence55
StackHawk's Wingman asks the coding agent to patch the vulnerability it just wrote
The tool boots the running app once an agent finishes a feature, sends findings to Claude Code or Copilot, and rescans to confirm the fix. It costs $10 a seat a month and meters that loop at 50 scans.
Reality
- Evidence32
- Adoption18
- Hype gap+30
- Incentives75
- Confidence38
Google Home's fifteen-item update is almost entirely repair work
The Google Home changelog itemises fifteen fixes, including widgets that kept polling cameras while the phone sat locked. In the same release, Google opened device state and event history to outside AI agents.
Reality
- Evidence60
- Adoption20
- Hype gap+22
- Incentives60
- Confidence55
Google prices AI Ultra for developers at $100 a month a person
Google has published a price for frontier-tier access aimed at technical staff, and the figure a manager has to defend is per person per month, on a plan whose usage limits are quoted as multiples of a Pro allowance the company has not spelled out.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+30
- Incentives85
- Confidence62
Google Cloud booked $460 billion of backlog against a $20 billion quarter
On Alphabet's Q1 2026 call Sundar Pichai put cloud backlog above $460 billion, close to six years of cloud revenue at the current rate, while giving Gemini Enterprise's paid user base as a growth rate alone.
Reality
- Evidence55
- Adoption70
- Hype gap+25
- Incentives88
- Confidence62
One food-delivery brief separated three flagship coding agents on design finish
XDA Developers handed Claude Code, Codex and Google Antigravity the same demanding site brief with no follow-ups. All three shipped every section that was asked for. The distance between them showed up in typography, spacing and mobile mockups.
Reality
- Evidence32
- Adoption
- Not scored
- Hype gap+24
- Incentives40
- Confidence45
buildOne report1 publisher Flutter's Material unbundling makes a checked-in runbook the migration tool
Material and Cupertino now ship as material_ui and cupertino_ui on pub.dev, so every import in the repo changes. The assistant doing the edit was trained before either package existed.
Reality
- Evidence30
- Adoption14
- Hype gap+42
- Incentives62
- Confidence36
buildOne report1 publisher Antigravity's VS Code extension installs a local agent service on first launch
Google stopped asking developers to change editors and shipped Antigravity into four of them. What arrives with the extension is a background service on your machine with file, terminal and browser reach, and that is the part worth reviewing.
Reality
- Evidence30
- Adoption18
- Hype gap+22
- Incentives62
- Confidence38
buildOne report1 publisher Copilot is now the minority tool, and your 2025 standardization decision knows it
A dev.to read of JetBrains' 10th Developer Ecosystem Survey puts Claude Code at 39% of workplace use against Copilot's 21%. The rate of change matters more than the rank.
Reality
- Evidence28
- Adoption42
- Hype gap+38
- Incentives66
- Confidence30
buildOne report1 publisher Spline V2 turns the 3D editor into an endpoint, with the desktop app as the only door
A bundled MCP server lets Claude Code, Cursor, Codex and Antigravity edit live scenes. There is no headless option, and no documented way back from exported code into the source file.
Reality
- Evidence42
- Adoption16
- Hype gap+12
- Incentives58
- Confidence45