Skip to main content
株式会社オブライト
Services
About
Company
Column
Glossary
Pricing
Free Tools
Contact
日本語
日本語
メニューを開く
Column
Useful articles about SEO, Web Development, and IT
All
(603)
Business DX
(183)
AI
(207)
Software Development
(94)
Web Development
(28)
Mobile Development
(43)
Digital Signage
(6)
SEO
(14)
IoT / AR / VR
(7)
Network & Infrastructure
(13)
Network
(8)
603 articles
Newest
Business DX
2026-07-14
Invoice System Development Costs: Off-the-Shelf Services vs. Custom Development Pricing
A neutral guide to invoice system development costs, comparing off-the-shelf SaaS with custom development and touching on e-book storage law and invoice compliance. Costs vary by requirements, so compare multiple vendor quotes.
システム発注
中小企業DX
開発費用
+1
Business DX
2026-07-14
Daily Report / Field Reporting App Development Costs: From Paper and Excel to Smartphone Reporting
A neutral comparison of daily report / field reporting app development costs across generic SaaS, no-code tools, and full custom development, plus typical features and cost drivers.
システム発注
中小企業DX
開発費用
+1
Business DX
2026-07-14
Membership Site Development Costs: Registration, My Page, and Billing
A neutral comparison of membership site development costs across WordPress plugins, off-the-shelf platforms, and full custom development, plus what drives the cost of registration, my page, and billing features.
システム発注
中小企業DX
開発費用
+1
Business DX
2026-07-14
Matching Site Development Costs — What It Really Takes to Connect Two Sides
A neutral guide to matching-site development costs, covering typical features, a three-stage cost range table, the real challenge of two-sided user acquisition, and an MVP-first approach.
システム発注
中小企業DX
開発費用
+1
Business DX
2026-07-14
Intranet Portal Development Costs — Consolidating Scattered Company Information
A neutral guide to intranet/company portal development costs: when groupware is enough, when custom development makes sense, typical features, a cost range table, and how to avoid common pitfalls.
システム発注
中小企業DX
開発費用
+1
AI
2026-07-14
Cerebras Inference Runs Multimodal Gemma 4 31B Deep Dive (Announced 2026-06-29) — 1,851 Output Tokens per Second (35× a Typical GPU Endpoint), Cerebras's First Multimodal Model Accepting Images / Screenshots / Charts / UI States, the First Google DeepMind Model on the Platform, Apache 2.0 Open Weights, 18× Faster Than Claude Haiku 4.5 at a Comparable Intelligence Index of 29 Unlocking Practical "Computer Use / Image-Driven Agents / UI Debugging / Dashboard Analysis" at Wafer-Scale
On 2026-06-29 Cerebras launched
Gemma 4 31B on Cerebras Inference
— the platform's
first multimodal model
and the
first Google DeepMind model
available on it, in public preview.
Performance
:
1,851 output tokens/second
(
35× a typical GPU endpoint
),
≤1.5 s to first token including reasoning
,
Artificial Analysis Intelligence Index of 29
(comparable to Claude Haiku 4.5's 30), and
18× the speed of Haiku on Cerebras
.
Model specs
:
Gemma 4 31B
dense architecture
(not MoE),
Apache 2.0 open weights
, long-context capable, and image understanding (screenshots, charts, documents, UI states, diagrams, scanned pages, forms).
Distinctive value
: unlocks multimodal workloads that used to be impractical on GPUs —
computer use, image-driven agentic loops, UI debugging with code-patch generation, real-time dashboard analysis, long-document summarization
— at wafer-scale speed.
Position
: the
Gemma 4 Technical Report
covered Google DeepMind's open-weights strategy; combined with
Cerebras's wafer-scale hardware, it reaches a new "multimodal × fast inference × open weights" infrastructure stack
— the open-weights + fast-inference camp's counter to the closed-model camp underlying
OpenAI GPT-5.6 + ChatGPT Work
and
Claude Cowork
. Paired with
Nous Portal's 300+ neutral models
or
local LLM deployments
, it becomes part of the
late-2026 open-weights-practical AI infrastructure stack
.
Cerebras Inference Cloud public preview
(limited time), with details in the
API docs
.
Cerebras
Gemma 4
Wafer-Scale
+3
Business DX
2026-07-13
The Complete Guide to IT Risk Management for SMEs — A Map of Security, Regulation, and Business Continuity
A complete map of IT risk for SMEs across three categories — being attacked, losing trust, and falling behind on regulation — with a starting point for each area.
ITリスク対策
中小企業DX
セキュリティ
Business DX
2026-07-13
Ransomware Basics for SMEs — Why Small Companies Are Targeted and What to Do Today
An introduction to ransomware: common infection routes, why SMEs are targeted, a priority countermeasure map, and the initial response steps if infected.
ITリスク対策
中小企業DX
ランサムウェア
Business DX
2026-07-13
The First 5 Security Steps for Small Businesses — What to Do Before Spending Money
A practical guide to the first five low-cost security steps small businesses can take before buying new tools — from password management to backups and account cleanup, mapped by impact and effort.
ITリスク対策
中小企業DX
セキュリティ
Business DX
2026-07-13
What to Do in the First 24 Hours After a Data Breach — An Initial Response Guide for Small Businesses
A neutral first-response guide for small businesses: what to check in the first 24 hours after discovering a data breach, the three guiding principles, and what not to do.
ITリスク対策
中小企業DX
情報漏えい
Business DX
2026-07-13
What Is Cyber Insurance? A Basic Guide to Whether SMBs Need It and What It Covers
A neutral look at how cyber insurance works, what it typically covers, and what it doesn't. Understand the difference between what insurance can and cannot protect against before considering a policy.
ITリスク対策
中小企業DX
サイバー保険
Business DX
2026-07-13
An Introduction to IT-BCP: How Many Days Could Your Company Survive a System Outage?
A basic guide to IT-BCP (IT Business Continuity Plan): outage scenarios to plan for, how to map business dependencies, and how to think about recovery targets — starting with a single sheet of paper.
ITリスク対策
中小企業DX
BCP
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51