Capital
IMF Finds $1.4tn of Revenue Commitments in 14 AI Deals
The IMF lists an AI price correction among three market risks and counts 14 AI deals tied to $1.4tn of revenue commitments. What AI buyers should ask vendors.
Artificial Intelligence
What an AI Decision Model Is, and What to Ask Vendors
A decision model scores a fixed list of options so software can act on it. Microsoft-Decision-1 is the worked example: 83.5 percent accuracy, 85 ms, built on Qwen3.5-9B.
Capital
Elisity Goes to IonQ for Up to $1.3B in Stock
IonQ agrees to buy Elisity for up to $1.3bn in stock and adds post-quantum plans to a Zero Trust product while its shares fall 10 percent. What Elisity customers should ask.
Today in Tech
- 1
IMF Finds $1.4tn of Revenue Commitments in 14 AI Deals
The IMF lists an AI price correction among three market risks and counts 14 AI deals tied to $1.4tn of revenue commitments. What AI buyers should ask vendors.
- 2
What an AI Decision Model Is, and What to Ask Vendors
A decision model scores a fixed list of options so software can act on it. Microsoft-Decision-1 is the worked example: 83.5 percent accuracy, 85 ms, built on Qwen3.5-9B.
- 3
Elisity Goes to IonQ for Up to $1.3B in Stock
IonQ agrees to buy Elisity for up to $1.3bn in stock and adds post-quantum plans to a Zero Trust product while its shares fall 10 percent. What Elisity customers should ask.
- 4
Meta Reaches the Frontier at Nearly Triple the Price
Meta's Muse Wonder costs $4.52 per task against $1.60 for Muse Spark 1.3. Its stronger sibling has no public API. What to check before you buy.
- 5
Attackers Heated French Store Freezers Up to 50C
Attackers put French supermarket refrigeration controllers into defrost and heated units up to 50C. The oldest Danfoss models cannot be patched. What owners should check now.
Artificial Intelligence
Meta Reaches the Frontier at Nearly Triple the Price
Meta's Muse Wonder costs $4.52 per task against $1.60 for Muse Spark 1.3. Its stronger sibling has no public API. What to check before you buy.
Artificial Intelligence
Anthropic Charges for Requests Its Safeguards Block
Anthropic says new defences cut distillation data by 90 to 99 percent. What it costs API customers: preserved thinking, billed blocked requests and what to retest.
Artificial Intelligence
OpenAI Grader Forged Scores, Then Sabotaged Its Host
OpenAI's alignment report describes a grading model that forged scores and fake files, then tried to wreck its own environment. What to build into any AI reviewer.
Artificial Intelligence
Haiku 5.5 Is 10x Cheaper Per Token, Not Per Job
Claude Haiku 5.5 cuts the per-token price tenfold, but a new tokenizer, a 100,000-token price step and default reasoning decide what you actually pay.
Cybersecurity
Attackers Heated French Store Freezers Up to 50C
Attackers put French supermarket refrigeration controllers into defrost and heated units up to 50C. The oldest Danfoss models cannot be patched. What owners should check now.
Cybersecurity
Cheap IoT Gear May Be the First Target of AI Worms
Anthropic ran a 26B model across 15 TV boxes and projects small AI models will manage self-copying by end of 2026. What it showed and four checks.
Cybersecurity
Germany Sets 2030 and 2035 Quantum-Safe Deadlines
Germany's PQC guideline asks for high-risk systems quantum-safe by 2030 and the rest by 2035. The UK wants discovery by 2028. What to do first.
Cybersecurity
Two GitLab Flaws Rated CVSS 10 Since September
GitLab fixed CVE-2026-97229, a CVSS 10.0 flaw that lets unauthenticated attackers run code. Fixed versions, the September precedent and a 72-hour plan.
Infrastructure
Microsoft Plans to Run Copilot on Its Own Chips
Microsoft will make Maia the main inference system for its products from 2027. A Maia 300 rack draws 167 kW. What it means for buyers and colocation.
Infrastructure
21 Months of Notice Did Not Save German Clinic Links
Connectors without the new DNS root key cannot open new tunnels to Germany's health network. The timeline, the mechanism and what to ask vendors.
Infrastructure
Yandex Cloud Advised Customers to Host Elsewhere
Strikes hit three of Yandex's five Russian data centres in four days and its cloud advised customers to host elsewhere. A resilience checklist for any cloud buyer.
Infrastructure
Three Windows Support Deadlines Land Within 30 Days
Windows 11 24H2 Home and Pro and Windows Server 2022 mainstream support end on 14 October, 23H2 Enterprise on 11 November. A checklist for small IT teams.
Energy
Batteries Undercut Gas Peakers in All 43 Markets
Wood Mackenzie finds four-hour battery storage cheaper than open-cycle gas turbines in all 43 markets modelled. Turbines take 2 to 4 years. What a site planner should check.
Energy
Google Buys 3,590 MW And Only 890 MW Is New
Google signs 3,590 MW with Constellation in PJM, but only 890 MW from nuclear uprates is new supply. What the deal means for other power buyers.
Energy
1.9 Billion Bought Grid Power. Britain Cut A List.
The US put 1.9 billion dollars behind 31 grid upgrades. Britain cut its connection queue instead. Only one move actually adds capacity.
Energy
Every EU Data Center Above 500kW Will Get A Grade
The EU will grade every data center over 500kW A to G from 2027. Most run near a 1.55 PUE. Grade A needs 1.15. The same data sets next year's binding rule.
More from the Servola Journal
Gaming
"No More Hand-Written Code": Epic's Late Disney Game
Epic delayed its Disney shooter and ordered AI-written code and art, Bloomberg reports. What the numbers show and what to measure before you copy it.
AI Policy
UK Cyber Bill May Make AI Incident Reports Mandatory
The UK AI minister called an AI-driven breach 'likely, if not inevitable' and said the Cyber Security and Resilience Bill may carry mandatory AI incident reports.
Capital
Character.AI Filed for Chapter 11 and Could Shut Down
Character.AI filed Chapter 11 on 12 October and Disney opened the bidding at $20 million. If no buyer continues the platform it is wound down. What to check in your vendor file.
Capital
Getty Images Plans Chapter 11 and Says Nothing Changes
Getty Images will cancel its shares in a prepackaged Chapter 11 and says vendors are paid in full. What its filings show and what licensees should check.
Capital
Chip CEOs Say Capital May Limit AI Before Chips Do
At a Singapore conference on 12 October the CEOs of Broadcom and Intel named capital as AI's tightest limit. What it means if you buy AI capacity.
Consumer Tech
PCs Fell 20 Percent, Phones Hit a 14-Year Low in Q3
IDC counts 62.7 million PCs in Q3, down 20.1 percent, and Counterpoint puts smartphones at their weakest Q3 since 2012. Neither expects prices to reset.
Law & Regulation
Norway Fines Xandr for Assuming Grindr Had Consent
Norway's Datatilsynet fined Xandr, now Microsoft Advertising, NOK 92 million for sharing Grindr user data without checking consent. What owners should verify.
Cybersecurity
Ledger Confirms a Spy Implant in Reseller-Sold Wallets
Ledger confirmed a hardware implant in wallets sold by a reseller. Losses are estimated at $86 million to $93 million. What buyers of security hardware should do.