Your pilot won applause in the boardroom — and it will still be sitting on the shelf in twelve months. EP09: Why Do Enterprise AI Pilots Become Expensive Shelfware? open.spotify.com/episode/2MpE...
November 5, 2026 at 6:19 AM
Your pilot won applause in the boardroom — and it will still be sitting on the shelf in twelve months. EP09: Why Do Enterprise AI Pilots Become Expensive Shelfware? open.spotify.com/episode/2MpE...
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November 4, 2026 at 2:55 PM
Empty model card, no benchmarks, no Ascend-tested checkpoints — the MIT licence is doing all the work here. Still, 1.3B params on a plain CPU is a genuine convenience for Russian text work. My read: shelfware until someone posts an eval, but I'd like to be wrong.
Open Source Russian AI: A Lightweight GPT-Neo Baseline on Modelers.cn
While the current landscape of Chinese AI is dominated by massive, proprietary behemoths, there remains a distinct need for lightweight, open-source tools that can handle specific linguistic tasks.…
aichina.news
November 10, 2026 at 10:15 AM
Empty model card, no benchmarks, no Ascend-tested checkpoints — the MIT licence is doing all the work here. Still, 1.3B params on a plain CPU is a genuine convenience for Russian text work. My read: shelfware until someone posts an eval, but I'd like to be wrong.
60hz shelfware. This device is so expensive for what it offers.
October 29, 2026 at 4:40 PM
60hz shelfware. This device is so expensive for what it offers.
2/2
• Does value actually scale with variability? If most users just need a decent default, the model is shelfware.
Ship the dumb default, then upgrade with a model only where it actually earns its tokens. 🧩
Which feature of yours passed the test?
• Does value actually scale with variability? If most users just need a decent default, the model is shelfware.
Ship the dumb default, then upgrade with a model only where it actually earns its tokens. 🧩
Which feature of yours passed the test?
October 30, 2026 at 1:00 PM
2/2
• Does value actually scale with variability? If most users just need a decent default, the model is shelfware.
Ship the dumb default, then upgrade with a model only where it actually earns its tokens. 🧩
Which feature of yours passed the test?
• Does value actually scale with variability? If most users just need a decent default, the model is shelfware.
Ship the dumb default, then upgrade with a model only where it actually earns its tokens. 🧩
Which feature of yours passed the test?
The Rentokil Lesson: Why Software Coaching Drives Real AI ROI by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #Sales #Marketing
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
October 26, 2026 at 1:22 PM
The Rentokil Lesson: Why Software Coaching Drives Real AI ROI by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #Sales #Marketing
The Rentokil Lesson: Why Software Coaching Drives Real AI ROI by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
October 19, 2026 at 8:50 AM
The Rentokil Lesson: Why Software Coaching Drives Real AI ROI by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Everyone loves talking about AI pilots. But if your operating model doesn't shift, you're just buying expensive shelfware.
Blockbuster saw the shift too. They just didn't change how they worked.
What's actually blocking your adoption? #FutureOfWork
Blockbuster saw the shift too. They just didn't change how they worked.
What's actually blocking your adoption? #FutureOfWork
October 18, 2026 at 1:00 PM
Everyone loves talking about AI pilots. But if your operating model doesn't shift, you're just buying expensive shelfware.
Blockbuster saw the shift too. They just didn't change how they worked.
What's actually blocking your adoption? #FutureOfWork
Blockbuster saw the shift too. They just didn't change how they worked.
What's actually blocking your adoption? #FutureOfWork
My experience of CS organisations (I’m not a CS) is many of the appointments vacant, filled instead by contracted staff, producing a bunch of nugatory shelfware, & a management too risk averse to stop doing any of the process that would allow a reduced workload & therefore workforce requirement.🤷♂️
October 18, 2026 at 1:56 PM
My experience of CS organisations (I’m not a CS) is many of the appointments vacant, filled instead by contracted staff, producing a bunch of nugatory shelfware, & a management too risk averse to stop doing any of the process that would allow a reduced workload & therefore workforce requirement.🤷♂️
Gemini Notebook Imports Google Play Books Titles, Turning Shelfware Into Notes
How Gemini Notebook Bridges Reading and Note‑Taking Google Play Books has long served as a hub for e‑book
https://bloggersminds.com/post/gemini-notebook-imports-google-play-books-titles-turning-shelfware-into-notes-4240
How Gemini Notebook Bridges Reading and Note‑Taking Google Play Books has long served as a hub for e‑book
https://bloggersminds.com/post/gemini-notebook-imports-google-play-books-titles-turning-shelfware-into-notes-4240
Gemini Notebook Imports Google Play Books Titles, Turning Shelfware Into Notes
How Gemini Notebook Bridges Reading and Note‑Taking Google Play Books has long served as a hub for e‑books, audiobooks, and textbooks. Users often keep titles on a virtual shelf with the intention of reading later, yet many never return to those items.
bloggersminds.com
October 17, 2026 at 9:00 PM
Gemini Notebook Imports Google Play Books Titles, Turning Shelfware Into Notes
How Gemini Notebook Bridges Reading and Note‑Taking Google Play Books has long served as a hub for e‑book
https://bloggersminds.com/post/gemini-notebook-imports-google-play-books-titles-turning-shelfware-into-notes-4240
How Gemini Notebook Bridges Reading and Note‑Taking Google Play Books has long served as a hub for e‑book
https://bloggersminds.com/post/gemini-notebook-imports-google-play-books-titles-turning-shelfware-into-notes-4240
How to Build Trust at Scale with AI Agents & Real-Time Coaching by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
October 11, 2026 at 6:38 AM
How to Build Trust at Scale with AI Agents & Real-Time Coaching by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
AI Agents vs. AI Training: Why You Need Both for B2B Sales by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
October 9, 2026 at 11:04 AM
AI Agents vs. AI Training: Why You Need Both for B2B Sales by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
How to Drive AI Sales Enablement: Stopping Software Shelfware by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
October 8, 2026 at 9:20 AM
How to Drive AI Sales Enablement: Stopping Software Shelfware by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
October 7, 2026 at 6:38 AM
Unpopular opinion: An AI Agent without coaching is just expensive shelfware by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
That’s the part most teams miss. A policy is static; an operating owner makes it live—review thresholds, exception paths, telemetry, and workflow changes all need a name attached, or governance just becomes shelfware.
October 6, 2026 at 10:42 AM
That’s the part most teams miss. A policy is static; an operating owner makes it live—review thresholds, exception paths, telemetry, and workflow changes all need a name attached, or governance just becomes shelfware.
“We Switched the AI On... and Nothing Happened” (The AI Adoption Trap) by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
October 6, 2026 at 1:50 AM
“We Switched the AI On... and Nothing Happened” (The AI Adoption Trap) by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
The Rentokil Lesson: Why Software Coaching Drives Real AI ROI by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
October 5, 2026 at 12:11 AM
The Rentokil Lesson: Why Software Coaching Drives Real AI ROI by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Without an operator who owns the system weekly, unused software becomes expensive digital shelfware. Worse, unmanaged contact lists degrade data hygiene and ruin domain deliverability for real sales email.
October 3, 2026 at 11:05 PM
Without an operator who owns the system weekly, unused software becomes expensive digital shelfware. Worse, unmanaged contact lists degrade data hygiene and ruin domain deliverability for real sales email.
Software vendors demo a flawless state where lead scoring and email triggers operate without friction. But buying software without assigning an operator just creates expensive digital shelfware.
October 3, 2026 at 7:05 PM
Software vendors demo a flawless state where lead scoring and email triggers operate without friction. But buying software without assigning an operator just creates expensive digital shelfware.
Buying software without an operator creates expensive digital shelfware. Running a platform weekly requires four jobs:
1. Verify lead routing logic
2. Test email deliverability
3. Remove duplicate contacts
4. Report pipeline metrics
1. Verify lead routing logic
2. Test email deliverability
3. Remove duplicate contacts
4. Report pipeline metrics
October 3, 2026 at 3:05 PM
Buying software without an operator creates expensive digital shelfware. Running a platform weekly requires four jobs:
1. Verify lead routing logic
2. Test email deliverability
3. Remove duplicate contacts
4. Report pipeline metrics
1. Verify lead routing logic
2. Test email deliverability
3. Remove duplicate contacts
4. Report pipeline metrics
How to Build Trust at Scale with AI Agents & Real-Time Coaching by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
October 3, 2026 at 6:06 PM
How to Build Trust at Scale with AI Agents & Real-Time Coaching by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
AI Agents vs. AI Training: Why You Need Both for B2B Sales by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
October 2, 2026 at 10:54 PM
AI Agents vs. AI Training: Why You Need Both for B2B Sales by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Think of LLMs as force multipliers, not magic. They’re best for automating high-volume, low-context tasks. Without a "system architect," tools just become expensive, unused shelfware. Focus on utility.
October 2, 2026 at 6:56 PM
Think of LLMs as force multipliers, not magic. They’re best for automating high-volume, low-context tasks. Without a "system architect," tools just become expensive, unused shelfware. Focus on utility.
How to Drive AI Sales Enablement: Stopping Software Shelfware by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
October 1, 2026 at 7:04 PM
How to Drive AI Sales Enablement: Stopping Software Shelfware by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Why 90% of AI Agents Fail (And How to Fix AI Adoption) by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy
Unpopular opinion: An AI Agent without coaching is just expensive shelfware (via Passle)
A few years back, the team at Rentokil told us about a vendor who pitched them an "immaculate conception" sales tool, promising leads would flood in the...
buff.ly
September 30, 2026 at 7:04 PM
Why 90% of AI Agents Fail (And How to Fix AI Adoption) by @Timothy_Hughes buff.ly/Ox4uFis Via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #AI #Strategy #Sales #Marketing #MarketingStrategy #SalesTips #SalesLeader #AIAgents #ABM #EmployeeAdvocacy