Microsoft's on-device coding model peaked at 75.5GB of memory at full context in the company's own test, according to a Command Line post. Only the 128GB model, at $5,899 and not yet on sale, has more, TweakTown reported.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+55
- Incentives60
- Confidence50
buildConfirmed2 publishers Microsoft plans to run MAI Code 1.1 Flash on developers' machines in GitHub Copilot, with a limited rollout starting by end-October 2026. Its figures come from one high-end laptop and local pricing is undisclosed, so teams cannot yet size the hardware or the bill.
Reality
- Evidence55
- Adoption12
- Hype gap+20
- Incentives55
- Confidence58
buildOne report1 publisher Adversa AI got GitHub Copilot CLI to decrypt and run a hidden instruction, and Microsoft's mai-code-1.1-flash fell for it 50 percent of the time. GitHub declined to treat it as a product vulnerability, so teams running autopilot have to check what the agent executes themselves.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+25
- Incentives
- Insufficient
- Confidence40
The 37-page draft bars help with mass-harm weapons, cyberattacks and nonconsensual deepfakes, and sets shutdown rules Microsoft says its models cannot be configured around. Comment closes in late October and the principles guide 2027 releases.
Perspective Coverage
8 publishers
- Builder
- Builder 33%
- Operator
- Operator 31%
- Investor
- Investor 36%
Reality
- Evidence66
- Adoption8
- Hype gap+30
- Incentives65
- Confidence64
GitHub's latest changelog makes per-turn model switching normal across Copilot surfaces. It does not add a field anywhere recording which model wrote which line.
Reality
- Evidence42
- Adoption30
- Hype gap+8
- Incentives55
- Confidence45