look like an engineer downloading Google=E2=80=99s Antigravity=
 IDE on their work laptop without waiting for security review, or a teammat=
e using Claude Code from their terminal while the official tooling request =
sits in procurement limbo.

Shadow AI poses security threats to organizations=E2=80=94and expands the o=
verall attack surface for data breaches and sensitive information leaks. Ac=
cording to Netskope=E2=80=99s 2026 [Cloud and Threat Report](https://www.ne=
tskope.com/resources/cloud-and-threat-reports/cloud-and-threat-report-2026?=
utm_medium=3Demail&utm_source=3Dnewsletter&utm_campaign=3DAugust-2025), the=
 three categories of data most involved in AI data policy violations over t=
he past year were source code (42%), regulated data (32%), and intellectual=
 property (16%). For example, [Samsung discovered](https://mashable.com/art=
icle/samsung-chatgpt-leak-details?utm_medium=3Demail&utm_source=3Dnewslette=
r&utm_campaign=3DAugust-2025) that its proprietary semiconductor data was l=
eaked through internal engineering use of ChatGPT to check source code, opt=
imize code, and record meeting notes for a presentation.

Without the right guardrails and oversight, shadow AI will continue to outg=
row organizational tooling and systems, further putting data at risk. Wheth=
er you manage AI tools within an organization or use them yourself, address=
ing the risk of shadow AI keeps [business and customer data safe](https://w=
ww.digitalocean.com/resources/articles/ai-and-privacy?utm_medium=3Demail&ut=
m_source=3Dnewsletter&utm_campaign=3DAugust-2025&utm_source=3Dmarketo&utm_m=
edium=3Demail&utm_campaign=3Dai-newsletter-jan-2nd-edition&utm_content=3Dsh=
adow-ai-article).

How to keep shadow AI at bay

For developers, be an advocate, not a rogue agent. Test new tools on person=
al devices, document the productivity gains, and bring a case to your team =
lead or IT. You're more likely to get approval when you show up with findin=
gs instead of a request.

For leaders and IT administrators, rigid six-month procurement cycles are p=
art of the problem. Consider faster evaluation pipelines or sandboxed trial=
s, processes that let teams experiment safely without pushing them toward w=
orkarounds, so your team can stay competitive without compromising security=
.

AI trend reports and industry commentary

- Ads have landed in ChatGPT: [OpenAI](https://openai.com/index/our-approac=
h-to-advertising-and-expanding-access/?utm_medium=3Demail&utm_source=3Dnews=
letter&utm_campaign=3DAugust-2025) announced that it would start testing ad=
s on the Free and Go tiers, noting that a full-scale rollout is not yet pla=
nned.
- A joint partnership between Google and Apple: [Google and Apple](https://=
blog.google/company-news/inside-google/company-announcements/joint-statemen=
t-google-apple/?utm_medium=3Demail&utm_source=3Dnewsletter&utm_campaign=3DA=
ugust-2025) have announced a multi-year collaboration to build Apple Founda=
tion Models on Google's technology, reducing OpenAI=E2=80=99s competitive h=
old in the market.

Models on our radar

- [GLM-Image](https://huggingface.co/zai-org/GLM-Image?utm_medium=3Demail&u=
tm_source=3Dnewsletter&utm_campaign=3DAugust-2025): GLM-Image is an image g=
eneration model that adopts a hybrid autoregressive + diffusion decoder arc=
hitecture. In general image generation quality, GLM=E2=80=91Image aligns wi=
th mainstream latent diffusion approaches, but it shows significant advanta=
ges in text-rendering and knowledge=E2=80=91intensive generation scenarios.
- [Pocket-TTS](https://huggingface.co/kyutai/pocket-tts?utm_medium=3Demail&=
utm_source=3Dnewsletter&utm_campaign=3DAugust-2025): A lightweight text-to-=
speech (TTS) application designed to run efficiently on CPUs. Forget about =
the hassle of using GPUs and web APIs serving TTS models. With Kyutai's Poc=
ket TTS, generating audio is just a pip install and a function call away.
- [Flux.2 Klein](https://huggingface.co/black-forest-labs/FLUX.2-klein-9B?u=
tm_medium=3Demail&utm_source=3Dnewsletter&utm_campaign=3DAugust-2025): The =
FLUX.2 [klein] model family are our fastest image models to date. FLUX.2 [k=
lein] unifies generation and editing in a single compact architecture, deli=
vering state-of-the-art quality with end-to-end inference in as low as unde=
r a second. Built for applications that require real-time image generation =
without sacrificing quality.
- [GLM-4.7](https://huggingface.co/zai-org/GLM-4.7-Flash?utm_medium=3Demail=
&utm_source=3Dnewsletter&utm_campaign=3DAugust-2025): GLM-4.7, labeled "you=
r new coding partner," delivers major improvements over GLM-4.6 across core=
 coding, reasoning, UI generation, and tool use, with strong gains in multi=
lingual and agentic coding and terminal-based tasks=E2=80=94scoring 73.8% (=
+5.8%) on SWE-bench, 66.7% (+12.9%) on SWE-bench Multilingual, and 41% (+16=
.5%) on Terminal Bench 2.0=E2=80=94while also supporting "thinking before a=
cting" for better performance in popular agent frameworks like Claude Code,=
 Kilo Code, Cline, and Roo Code.
- [Agent-CPM Explore](https://huggingface.co/openbmb/AgentCPM-Explore?utm_m=
edium=3Demail&utm_source=3Dnewsletter&utm_campaign=3DAugust-2025): AgentCPM=
-Explore is an agent foundation model with only 4B parameters in its entire=
 training and inference infrastructure. AgentCPM-Explore has successfully e=
ntered 8 classic long-horizon agent benchmarks, including GAIA, HLE, and Br=
owserComp. AgentCPM-Explore achieves SOTA performance at the same parameter=
 scale and demonstrates its accurate deep research capabilities, effectivel=
y breaking the performance bottleneck for on-device agents.

Community tutorials and resources

- Agent skills are folders of instructions, scripts, and resources that an =
LLM can load to perform tasks. First introduced by Claude in 2025, this art=
icle [creates an Agent Skill](https://www.digitalocean.com/community/tutori=
als/how-to-implement-agent-skills?utm_medium=3Demail&utm_source=3Dnewslette=
r&utm_campaign=3DAugust-2025&utm_source=3Dmarketo&utm_medium=3Demail&utm_ca=
mpaign=3Dai-newsletter-jan-2nd-edition&utm_content=3Dagent-skills-tutorial)=
 for a PDF parser.
- [LangSmith is a platform](https://www.digitalocean.com/community/tutorial=
s/langsmith-debudding-evaluating-llm-agents?utm_medium=3Demail&utm_source=
=3Dnewsletter&utm_campaign=3DAugust-2025&utm_source=3Dmarketo&utm_medium=3D=
email&utm_campaign=3Dai-newsletter-jan-2nd-edition&utm_content=3Dlangsmith-=
tutorial) for instrumenting, debugging, evaluating, and monitoring LLM apps=
 to overcome these challenges and provide end-to-end visibility into your a=
gent's behavior. In this tutorial, we will go through a typical agent relia=
bility loop: instrumenting an agent with tracing, debugging agent runs auto=
matically and manually, evaluating its performance, iterating on prompts, a=
nd finally, monitoring the agent in production.
- A true step forward for open-source video generation, LTX-2 is undoubtedl=
y the most powerful video generation technology ever open-sourced. In this =
tutorial, we will walk through [how LTX-2 works](https://www.digitalocean.c=
om/community/tutorials/ltx-2-video-generation-audio-video-model?utm_medium=
=3Demail&utm_source=3Dnewsletter&utm_campaign=3DAugust-2025&utm_source=3Dma=
rketo&utm_medium=3Demail&utm_campaign=3Dai-newsletter-jan-2nd-edition&utm_c=
ontent=3Dltx-2-tutorial) by exploring its architectural pipeline, then show=
 how to run LTX-2 on DigitalOcean Gradient using the ComfyUI.
- Vercel's slick Git-based deploys and edge functions have made it a fronte=
nd favorite, but it's not the only option. Compare [Vercel alternatives](ht=
tps://www.digitalocean.com/resources/articles/vercel-alternatives?utm_mediu=
m=3Demail&utm_source=3Dnewsletter&utm_campaign=3DAugust-2025&utm_source=3Dm=
arketo&utm_medium=3Demail&utm_campaign=3Dai-newsletter-jan-2nd-edition&utm_=
content=3Dvercel-alternatives-article), including DigitalOcean App Platform=
, with breakdowns of CI/CD workflows, scaling, and pricing.
- Need to store petabytes of unstructured data without blowing your budget =
on egress fees? Check out these [object storage solutions](https://www.digi=
talocean.com/resources/articles/object-storage-solutions-cloud-data?utm_med=
ium=3Demail&utm_source=3Dnewsletter&utm_campaign=3DAugust-2025&utm_source=
=3Dmarketo&utm_medium=3Demail&utm_campaign=3Dai-newsletter-jan-2nd-edition&=
utm_content=3Dobject-storage-article)=E2=80=94we compare S3 compatibility, =
pricing models, zero-egress options, and AI/ML pipeline integration across =
providers from hyperscalers to lean alternatives.
- Choosing a VPS provider shapes everything from deployment speed to long-t=
erm costs. [DigitalOcean vs AWS Lightsail](https://www.digitalocean.com/res=
ources/articles/digitalocean-vs-awslightsail?utm_medium=3Demail&utm_source=
=3Dnewsletter&utm_campaign=3DAugust-2025&utm_source=3Dmarketo&utm_medium=3D=
email&utm_campaign=3Dai-newsletter-jan-2nd-edition&utm_content=3Ddo-vs-ligh=
tsail-article) breaks down pricing transparency, egress fees, performance c=
onsistency, and support tiers to help you decide which platform fits your w=
orkload.

Video tutorials

[How AI models run on GPUs (CUDA vs. ROCm)](https://www.youtube.com/watch?u=
tm_medium=3Demail&utm_source=3Dnewsletter&utm_campaign=3DAugust-2025&v=3DqL=
MjoLIzkR4&utm_source=3Dmarketo&utm_medium=3Demail&utm_campaign=3Dai-newslet=
ter-jan-2nd-edition&utm_content=3Dcuda-rocm-video)
Ever wondered how your Python code actually runs on a GPU? This video break=
s down the AI compute stack=E2=80=94the layers of technology that transform=
 your high-level PyTorch commands into calculations running on thousands of=
 GPU cores. Whether you've heard of NVIDIA's CUDA or AMD's ROCm but never u=
nderstood what they actually do, this explainer will give you the complete =
picture from silicon to Python.

Product updates

[GPU Droplets accelerated by NVIDIA HGXTM B300 are coming soon](https://www=
.digitalocean.com/blog/coming-soon-gpu-droplets-nvidia-b300s?utm_medium=3De=
mail&utm_source=3Dnewsletter&utm_campaign=3DAugust-2025&utm_source=3Dmarket=
o&utm_medium=3Demail&utm_campaign=3Dai-newsletter-jan-2nd-edition&utm_conte=
nt=3Db300-announcement)
Featuring 7X more AI compute than NVIDIA Hopper platforms, 2.1TB of HBM3e m=
emory, and high-performance networking integration with NVIDIA ConnectX-8 S=
uperNICs, Blackwell Ultra delivers breakthrough performance on the most com=
plex workloads from agentic systems and reasoning, to real-time video gener=
ation. [Contact](https://www.digitalocean.com/company/contact/sales?utm_med=
ium=3Demail&utm_source=3Dnewsletter&utm_campaign=3DAugust-2025&referrer=3Dp=
roducts/gradient/gpu-droplets&utm_source=3Dmarketo&utm_medium=3Demail&utm_c=
ampaign=3Dai-newsletter-jan-2nd-edition&utm_content=3Db300-contact-sales) o=
ur team to learn more about how to power your workloads with B300.

Follow us:

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Agent skill writing tips and new models
</div>
<div style=3D"display: none;">
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=E2=80=8C =C2=AD =C2=AD =C2=AD =C2=AD =CD=8F=E2=80=8C =C2=AD =C2=AD =C2=AD =
=C2=AD &nbsp;
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ing-0px-25px-0px-25px">
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le=3D"presentation" width=3D"100%">
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tr;border-radius:20px 20px 0px 0px;">
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0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0p=
x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
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n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
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25px;word-break:break-word;text-align:left;">
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xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:26px;font-weigh=
t:normal;letter-spacing:none;line-height:1.2;text-align:left;mso-line-heigh=
t-alt:1.938em;color:#000000;">
<div class=3D"links-0080FF-underline">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:26px;font-weight:normal;letter-spacing:none;line-height:1.2;=
text-align:left;mso-line-height-alt:1.938em;color:#000000;">
<p style=3D"margin: 0 0 0px 0;">ICYMI AI: The latest AI trends, delivered t=
o your inbox</p>
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le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
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<!--[if mso | IE]><table align=3D"center" border=3D"0" cellpadding=3D"0" ce=
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=3D"600" ><tr><td style=3D"line-height:0px;font-size:0px;mso-line-height-ru=
le:exactly;"><![endif]-->
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der-radius:0px;max-width:600px;">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#E1EBFD;width:100%;border-rad=
ius:0px;">
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t-align:center;vertical-align:top;mso-padding-alt:0px 25px 25px 25px;" clas=
s=3D"block-grid padding-0px-25px-25px-25px">
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le=3D"presentation" width=3D"100%">
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tr;border-radius:0px 0px 20px 20px;">
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0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0p=
x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentatio=
n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
<tbody>
<tr>
<td class=3D"text-container" style=3D"font-size:0px;padding:5px 25px 20px 2=
5px;word-break:break-word;text-align:left;">
<div class=3D"mktEditable" id=3D"ktext-s106zrxg1" style=3D"font-family:'Pro=
xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
t:normal;letter-spacing:none;line-height:1.4;text-align:left;mso-line-heigh=
t-alt:1.375em;color:#000000;">
<div class=3D"links-0069FF-underline">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#000000;">
<p style=3D"margin: 0 0 0px 0;"><strong>Trend watch: Shadow AI<br><br></str=
ong></p>
<p style=3D"margin: 0 0 0px 0;">As AI adoption in the workforce grows, more=
 AI-based tools are available to curious developers. This raises concerns a=
bout =E2=80=9Cshadow AI=E2=80=9D which is AI tooling that=E2=80=99s in use =
at a company without IT approval. This might look like an engineer download=
ing Google=E2=80=99s Antigravity IDE on their work laptop without waiting f=
or security review, or a teammate using Claude Code from their terminal whi=
le the official tooling request sits in procurement limbo.</p>
<p style=3D"margin: 0 0 0px 0;">&nbsp;</p>
<p style=3D"margin: 0 0 0px 0;">Shadow AI poses security threats to organiz=
ations=E2=80=94and expands the overall attack surface for data breaches and=
 sensitive information leaks. According to Netskope=E2=80=99s 2026 <a href=
=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZc6jAbweG0RIieCtsQo=
Nf7nl0LBJdRuab7j1xYc9adsXpY0-PRxc4TyI7Rlvy3hMZm4=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
>Cloud and Threat Report</a>, the three categories of data most involved in=
 AI data policy violations over the past year were source code (42%), regul=
ated data (32%), and intellectual property (16%). For example, <a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZKPPFUngb0n0-5GuMKU=
qfhJfeGH5Kc1ffDbXui2QHkogVynrcMVlMxRQNexY0rGFp1Y=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
>Samsung discovered</a> that its proprietary semiconductor data was leaked =
through internal engineering use of ChatGPT to check source code, optimize =
code, and record meeting notes for a presentation.</p>
<p style=3D"margin: 0 0 0px 0;">&nbsp;</p>
<p style=3D"margin: 0 0 0px 0;">Without the right guardrails and oversight,=
 shadow AI will continue to outgrow organizational tooling and systems, fur=
ther putting data at risk. Whether you manage AI tools within an organizati=
on or use them yourself, addressing the risk of shadow AI keeps <a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZBFWlzGbC5BMJjuGx7R=
ypdkdUQ8oH1ZEmcr-dwnAzhqGOMIi3Ne1NYnyW5-0Z4umGlU=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
>business and customer data safe</a>.&nbsp;</p>
</div>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
<tbody>
<tr>
<td align=3D"center">
<div role=3D"none">
<!--[if mso | IE]><table align=3D"center" border=3D"0" cellpadding=3D"0" ce=
llspacing=3D"0" class=3D"block-grid-outlook" style=3D"width:600px;" width=
=3D"600" ><tr><td style=3D"line-height:0px;font-size:0px;mso-line-height-ru=
le:exactly;"><![endif]-->
<div style=3D"background:#E1EBFD;background-color:#E1EBFD;margin:0 auto;bor=
der-radius:0px 0px 0px 0px;max-width:600px;">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#E1EBFD;width:100%;border-rad=
ius:0px 0px 0px 0px;">
<tbody>
<tr>
<td style=3D"border-radius:0px 0px 0px 0px;font-size:0px;padding:0px 10px 0=
px 10px;text-align:center;vertical-align:top;mso-padding-alt:0px 25px 0px 2=
5px;" class=3D"block-grid padding-0px-25px-0px-25px">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" width=3D"100%">
<tbody>
<tr>
<td style=3D"background-color:#FFFFFF;line-height:0;font-size:0;direction:l=
tr;border-radius:20px 20px 0px 0px;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0;=
line-height:0;text-align:left;display:inline-block;width:100%;direction:ltr=
;vertical-align:top;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0p=
x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentatio=
n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
<tbody>
<tr>
<td class=3D"padding-20px-20px-5px-20px text-container" style=3D"font-size:=
0px;padding:20px 0px 5px 20px;word-break:break-word;mso-padding-alt:20px 20=
px 5px 20px;text-align:left;">
<div class=3D"mktEditable" id=3D"ktext-7tkocrgmv" style=3D"font-family:'Pro=
xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
t:normal;letter-spacing:none;line-height:1.4;text-align:left;mso-line-heigh=
t-alt:1.375em;color:#031B4E;">
<div class=3D"links-0080FF">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#031B4E;">
<p style=3D"margin: 0 0 0px 0;"><strong>How to keep shadow AI at bay</stron=
g></p>
</div>
</div>
</div></td>
</tr>
</tbody>
</table>
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</tbody>
</table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
<tbody>
<tr>
<td align=3D"center">
<div role=3D"none">
<!--[if mso | IE]><table align=3D"center" border=3D"0" cellpadding=3D"0" ce=
llspacing=3D"0" class=3D"block-grid-outlook" style=3D"width:600px;" width=
=3D"600" ><tr><td style=3D"line-height:0px;font-size:0px;mso-line-height-ru=
le:exactly;"><![endif]-->
<div style=3D"background:#E1EBFD;background-color:#E1EBFD;margin:0 auto;bor=
der-radius:0px;max-width:600px;">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#E1EBFD;width:100%;border-rad=
ius:0px;">
<tbody>
<tr>
<td style=3D"border-radius:0px;font-size:0px;padding:0px 10px 25px 10px;tex=
t-align:center;vertical-align:top;mso-padding-alt:0px 25px 25px 25px;" clas=
s=3D"block-grid padding-0px-25px-25px-25px">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" width=3D"100%">
<tbody>
<tr>
<td style=3D"background-color:#FFFFFF;line-height:0;font-size:0;direction:l=
tr;border-radius:0px 0px 20px 20px;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0p=
x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentatio=
n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
<tbody>
<tr>
<td class=3D"text-container" style=3D"font-size:0px;padding:5px 25px 20px 2=
5px;word-break:break-word;text-align:left;">
<div class=3D"mktEditable" id=3D"ktext-q21tsgap0" style=3D"font-family:'Pro=
xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
t:normal;letter-spacing:none;line-height:1.4;text-align:left;mso-line-heigh=
t-alt:1.375em;color:#000000;">
<div class=3D"links-0069FF-underline">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#000000;">
<p style=3D"margin: 0 0 0px 0;">For developers, be an advocate, not a rogue=
 agent. Test new tools on personal devices, document the productivity gains=
, and bring a case to your team lead or IT. You're more likely to get appro=
val when you show up with findings instead of a request.</p>
<p style=3D"margin: 0 0 0px 0;">&nbsp;</p>
<p style=3D"margin: 0 0 0px 0;">For leaders and IT administrators, rigid si=
x-month procurement cycles are part of the problem. Consider faster evaluat=
ion pipelines or sandboxed trials, processes that let teams experiment safe=
ly without pushing them toward workarounds, so your team can stay competiti=
ve without compromising security.</p>
</div>
</div>
</div></td>
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</table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
<tbody>
<tr>
<td align=3D"center">
<div role=3D"none">
<!--[if mso | IE]><table align=3D"center" border=3D"0" cellpadding=3D"0" ce=
llspacing=3D"0" class=3D"block-grid-outlook" style=3D"width:600px;" width=
=3D"600" ><tr><td style=3D"line-height:0px;font-size:0px;mso-line-height-ru=
le:exactly;"><![endif]-->
<div style=3D"background:#E1EBFD;background-color:#E1EBFD;margin:0 auto;max=
-width:600px;">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#E1EBFD;width:100%;">
<tbody>
<tr>
<td style=3D"font-size:0px;padding:0px 10px 0px 10px;text-align:center;vert=
ical-align:top;mso-padding-alt:0px 25px 0px 25px;" class=3D"block-grid padd=
ing-0px-25px-0px-25px">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" width=3D"100%">
<tbody>
<tr>
<td style=3D"background-color:#FFFFFF;line-height:0;font-size:0;direction:l=
tr;border-radius:20px 20px 0px 0px;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0;=
line-height:0;text-align:left;display:inline-block;width:100%;direction:ltr=
;vertical-align:top;">
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0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0p=
x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentatio=
n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
<tbody>
<tr>
<td class=3D"padding-30px-20px-5px-20px text-container" style=3D"font-size:=
0px;padding:30px 0px 5px 20px;word-break:break-word;mso-padding-alt:30px 20=
px 5px 20px;text-align:left;">
<div class=3D"mktEditable" id=3D"ktext-zdicfazz8" style=3D"font-family:'Pro=
xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
t:normal;letter-spacing:none;line-height:1.4;text-align:left;mso-line-heigh=
t-alt:1.375em;color:#031B4E;">
<div class=3D"links-0080FF">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#031B4E;">
<p style=3D"margin: 0 0 0px 0;"><span style=3D"font-family: 'Proxima Nova',=
 Arial, Helvetica, Calibri, sans-serif;"><strong>AI trend reports and indus=
try commentary</strong></span></p>
</div>
</div>
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</tbody>
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</div></td>
</tr>
</tbody>
</table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
<tbody>
<tr>
<td align=3D"center">
<div role=3D"none">
<!--[if mso | IE]><table align=3D"center" border=3D"0" cellpadding=3D"0" ce=
llspacing=3D"0" class=3D"block-grid-outlook" style=3D"width:600px;" width=
=3D"600" ><tr><td style=3D"line-height:0px;font-size:0px;mso-line-height-ru=
le:exactly;"><![endif]-->
<div style=3D"background:#E1EBFD;background-color:#E1EBFD;margin:0 auto;bor=
der-radius:0px;max-width:600px;">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#E1EBFD;width:100%;border-rad=
ius:0px;">
<tbody>
<tr>
<td style=3D"border-radius:0px;font-size:0px;padding:0px 10px 25px 10px;tex=
t-align:center;vertical-align:top;mso-padding-alt:0px 25px 25px 25px;" clas=
s=3D"block-grid padding-0px-25px-25px-25px">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" width=3D"100%">
<tbody>
<tr>
<td style=3D"background-color:#FFFFFF;line-height:0;font-size:0;direction:l=
tr;border-radius:0px 0px 20px 20px;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0p=
x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentatio=
n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
<tbody>
<tr>
<td class=3D"text-container" style=3D"font-size:0px;padding:5px 25px 5px 25=
px;word-break:break-word;text-align:left;">
<div class=3D"mktEditable" id=3D"ktext-n1runcmim" style=3D"font-family:'Pro=
xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
t:normal;letter-spacing:none;line-height:1.4;text-align:left;mso-line-heigh=
t-alt:1.375em;color:#000000;">
<div class=3D"links-0069FF-underline">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#000000;">
<ul class=3D"ul-29329cd0-fadb-11f0-8fed-519936bfbc4c" style=3D"display: blo=
ck; margin-top: 0px; margin-bottom: 0px; padding-left: 25px; list-style-typ=
e: disc; mso-para-margin-left: 25px;">
<li style=3D"padding-left: 0px; margin-left: 0px; margin-top: 10px; margin-=
bottom: 13px;"><strong>Ads have landed in ChatGPT</strong>: <a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZOzYmKkRo94BFAgau42=
VmkxGcRjJacBbNwOFFrUk8nUgeZ9d6cBLIJ43uowxXQuyWEg=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
>OpenAI</a> announced that it would start testing ads on the Free and Go ti=
ers, noting that a full-scale rollout is not yet planned.</li>
<li style=3D"padding-left: 0px; margin-left: 0px; margin-bottom: 24px;"><st=
rong>A joint partnership between Google and Apple</strong>: <a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZTO9WdbpUL9hLaI6Bvo=
lUBHcsAuFvD0UAXV8ItSUFwX3IEemrvWxfbnbz82ivI2Xmvs=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
>Google and Apple</a> have announced a multi-year collaboration to build Ap=
ple Foundation Models on Google's technology, reducing OpenAI=E2=80=99s com=
petitive hold in the market.</li>
</ul>
</div>
</div>
</div></td>
</tr>
</tbody>
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</div></td>
</tr>
</tbody>
</table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
<tbody>
<tr>
<td align=3D"center">
<div role=3D"none">
<!--[if mso | IE]><table align=3D"center" border=3D"0" cellpadding=3D"0" ce=
llspacing=3D"0" class=3D"block-grid-outlook" style=3D"width:600px;" width=
=3D"600" ><tr><td style=3D"line-height:0px;font-size:0px;mso-line-height-ru=
le:exactly;"><![endif]-->
<div style=3D"background:#E1EBFD;background-color:#E1EBFD;margin:0 auto;max=
-width:600px;">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#E1EBFD;width:100%;">
<tbody>
<tr>
<td style=3D"font-size:0px;padding:0px 10px 0px 10px;text-align:center;vert=
ical-align:top;mso-padding-alt:0px 25px 0px 25px;" class=3D"block-grid padd=
ing-0px-25px-0px-25px">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" width=3D"100%">
<tbody>
<tr>
<td style=3D"background-color:#FFFFFF;line-height:0;font-size:0;direction:l=
tr;border-radius:20px 20px 0px 0px;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0;=
line-height:0;text-align:left;display:inline-block;width:100%;direction:ltr=
;vertical-align:top;">
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0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0p=
x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentatio=
n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
<tbody>
<tr>
<td class=3D"padding-30px-20px-5px-20px text-container" style=3D"font-size:=
0px;padding:30px 0px 5px 20px;word-break:break-word;mso-padding-alt:30px 20=
px 5px 20px;text-align:left;">
<div class=3D"mktEditable" id=3D"ktext-xmx4b52u4" style=3D"font-family:'Pro=
xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
t:normal;letter-spacing:none;line-height:1.4;text-align:left;mso-line-heigh=
t-alt:1.375em;color:#031B4E;">
<div class=3D"links-0080FF">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#031B4E;">
<p style=3D"margin: 0 0 0px 0;"><span style=3D"font-family: 'Proxima Nova',=
 Arial, Helvetica, Calibri, sans-serif;"><strong>Models on our radar</stron=
g></span></p>
</div>
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</tbody>
</table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
<tbody>
<tr>
<td align=3D"center">
<div role=3D"none">
<!--[if mso | IE]><table align=3D"center" border=3D"0" cellpadding=3D"0" ce=
llspacing=3D"0" class=3D"block-grid-outlook" style=3D"width:600px;" width=
=3D"600" ><tr><td style=3D"line-height:0px;font-size:0px;mso-line-height-ru=
le:exactly;"><![endif]-->
<div style=3D"background:#E1EBFD;background-color:#E1EBFD;margin:0 auto;bor=
der-radius:0px;max-width:600px;">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#E1EBFD;width:100%;border-rad=
ius:0px;">
<tbody>
<tr>
<td style=3D"border-radius:0px;font-size:0px;padding:0px 10px 25px 10px;tex=
t-align:center;vertical-align:top;mso-padding-alt:0px 25px 25px 25px;" clas=
s=3D"block-grid padding-0px-25px-25px-25px">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" width=3D"100%">
<tbody>
<tr>
<td style=3D"background-color:#FFFFFF;line-height:0;font-size:0;direction:l=
tr;border-radius:0px 0px 20px 20px;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0p=
x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentatio=
n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
<tbody>
<tr>
<td class=3D"text-container" style=3D"font-size:0px;padding:5px 25px 5px 25=
px;word-break:break-word;text-align:left;">
<div class=3D"mktEditable" id=3D"ktext-kiupme2fe" style=3D"font-family:'Pro=
xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
t:normal;letter-spacing:none;line-height:1.4;text-align:left;mso-line-heigh=
t-alt:1.375em;color:#000000;">
<div class=3D"links-0069FF-underline">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#000000;">
<ul class=3D"ul-29358300-fadb-11f0-8fed-519936bfbc4c" style=3D"display: blo=
ck; margin-top: 0px; margin-bottom: 0px; padding-left: 25px; list-style-typ=
e: disc; mso-para-margin-left: 25px;">
<li style=3D"padding-left: 0px; margin-left: 0px; margin-top: 10px; margin-=
bottom: 13px;"><strong><a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZCpX8OtGM4mRQi-pRx9=
9kjMNG2gQ_TuFqsqlvj7DPzqbD69CGc1V-NUWWH7VKCpoil4=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
>GLM-Image</a></strong>: GLM-Image is an image generation model that adopts=
 a hybrid autoregressive + diffusion decoder architecture. In general image=
 generation quality, GLM=E2=80=91Image aligns with mainstream latent diffus=
ion approaches, but it shows significant advantages in text-rendering and k=
nowledge=E2=80=91intensive generation scenarios.</li>
<li style=3D"padding-left: 0px; margin-left: 0px; margin-bottom: 13px;"><st=
rong><a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZKP_8qKq3U4-YmBbAS4=
jqnghzcH-COrkGKqEAEXU9fI2cv_uxh9BDJPZ0TpZkRaiTU4=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
>Pocket-TTS</a></strong>: A lightweight text-to-speech (TTS) application de=
signed to run efficiently on CPUs. Forget about the hassle of using GPUs an=
d web APIs serving TTS models. With Kyutai's Pocket TTS, generating audio i=
s just a pip install and a function call away.</li>
<li style=3D"padding-left: 0px; margin-left: 0px; margin-bottom: 13px;"><a =
href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZBmexOkR1xcSzAJd0_4=
C8ljZCteHtYLezSOcT2ymqROvOijc4g3SE0GFmmtqXz9KIYc=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
><strong>Flux.2 Klein</strong></a>: The FLUX.2 [klein] model family are our=
 fastest image models to date. FLUX.2 [klein] unifies generation and editin=
g in a single compact architecture, delivering state-of-the-art quality wit=
h end-to-end inference in as low as under a second. Built for applications =
that require real-time image generation without sacrificing quality.</li>
<li style=3D"padding-left: 0px; margin-left: 0px; margin-bottom: 13px;"><a =
href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZC3B14TTjvh7MwWWiXB=
oclI_tsuOvzp4hdcwpKPabvLNTrxXRvGQaEb8RIg8w81VvDw=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
><strong>GLM-4.7</strong></a>: GLM-4.7, labeled "your new coding partner," =
delivers major improvements over GLM-4.6 across core coding, reasoning, UI =
generation, and tool use, with strong gains in multilingual and agentic cod=
ing and terminal-based tasks=E2=80=94scoring 73.8% (+5.8%) on SWE-bench, 66=
.7% (+12.9%) on SWE-bench Multilingual, and 41% (+16.5%) on Terminal Bench =
2.0=E2=80=94while also supporting "thinking before acting" for better perfo=
rmance in popular agent frameworks like Claude Code, Kilo Code, Cline, and =
Roo Code.</li>
<li style=3D"padding-left: 0px; margin-left: 0px; margin-bottom: 24px;"><a =
href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZDwFoctVDaNyMqQHI9w=
M90gHpmtXWs4s_n1FsuLJMBhYp3mY63WpWwij7qfIlY9VV7c=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
><strong>Agent-CPM Explore</strong></a>: AgentCPM-Explore is an agent found=
ation model with only 4B parameters in its entire training and inference in=
frastructure. AgentCPM-Explore has successfully entered 8 classic long-hori=
zon agent benchmarks, including GAIA, HLE, and BrowserComp. AgentCPM-Explor=
e achieves SOTA performance at the same parameter scale and demonstrates it=
s accurate deep research capabilities, effectively breaking the performance=
 bottleneck for on-device agents.</li>
</ul>
</div>
</div>
</div></td>
</tr>
</tbody>
</table>
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</div></td>
</tr>
</tbody>
</table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
<tbody>
<tr>
<td align=3D"center">
<!--[if mso | IE]><table align=3D"center" border=3D"0" cellpadding=3D"0" ce=
llspacing=3D"0" class=3D"block-grid-outlook" style=3D"width:600px;" width=
=3D"600" ><tr><td style=3D"line-height:0px;font-size:0px;mso-line-height-ru=
le:exactly;"><![endif]-->
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le=3D"presentation" style=3D"background-color:#E1EBFD;width:100%;">
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<tr>
<td style=3D"font-size:0px;padding:0px 10px 0px 10px;text-align:center;vert=
ical-align:top;mso-padding-alt:0px 25px 0px 25px;" class=3D"block-grid padd=
ing-0px-25px-0px-25px">
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le=3D"presentation" width=3D"100%">
<tbody>
<tr>
<td style=3D"background-color:#FFFFFF;line-height:0;font-size:0;direction:l=
tr;border-radius:20px 20px 0px 0px;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
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line-height:0;text-align:left;display:inline-block;width:100%;direction:ltr=
;vertical-align:top;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
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x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentatio=
n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
<tbody>
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<td class=3D"padding-30px-20px-5px-20px text-container" style=3D"font-size:=
0px;padding:30px 0px 5px 20px;word-break:break-word;mso-padding-alt:30px 20=
px 5px 20px;text-align:left;">
<div class=3D"mktEditable" id=3D"ktext-ph7zpjqi0" style=3D"font-family:'Pro=
xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
t:normal;letter-spacing:none;line-height:1.4;text-align:left;mso-line-heigh=
t-alt:1.375em;color:#031B4E;">
<div class=3D"links-0080FF">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#031B4E;">
<p style=3D"margin: 0 0 0px 0;"><span style=3D"color: rgb(3, 27, 78); font-=
family: 'Proxima Nova', Arial, Helvetica, Calibri, sans-serif;"><strong>Com=
munity tutorials and resources<br></strong></span></p>
</div>
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</div>
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</div>
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le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
<tbody>
<tr>
<td align=3D"center">
<div role=3D"none">
<!--[if mso | IE]><table align=3D"center" border=3D"0" cellpadding=3D"0" ce=
llspacing=3D"0" class=3D"block-grid-outlook" style=3D"width:600px;" width=
=3D"600" ><tr><td style=3D"line-height:0px;font-size:0px;mso-line-height-ru=
le:exactly;"><![endif]-->
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der-radius:0px;max-width:600px;">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#E1EBFD;width:100%;border-rad=
ius:0px;">
<tbody>
<tr>
<td style=3D"border-radius:0px;font-size:0px;padding:0px 10px 25px 10px;tex=
t-align:center;vertical-align:top;mso-padding-alt:0px 25px 25px 25px;" clas=
s=3D"block-grid padding-0px-25px-25px-25px">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" width=3D"100%">
<tbody>
<tr>
<td style=3D"background-color:#FFFFFF;line-height:0;font-size:0;direction:l=
tr;border-radius:0px 0px 20px 20px;">
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0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0p=
x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentatio=
n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
<tbody>
<tr>
<td class=3D"text-container" style=3D"font-size:0px;padding:5px 25px 20px 2=
5px;word-break:break-word;text-align:left;">
<div class=3D"mktEditable" id=3D"ktext-odwpe1q5i" style=3D"font-family:'Pro=
xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
t:normal;letter-spacing:none;line-height:1.4;text-align:left;mso-line-heigh=
t-alt:1.375em;color:#000000;">
<div class=3D"links-0069FF-underline">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#000000;">
<ul class=3D"ul-29395390-fadb-11f0-8fed-519936bfbc4c" style=3D"display: blo=
ck; margin-top: 0px; margin-bottom: 0px; padding-left: 25px; list-style-typ=
e: disc; mso-para-margin-left: 25px;">
<li style=3D"padding-left: 0px; margin-left: 0px; margin-top: 10px; margin-=
bottom: 13px;">Agent skills are folders of instructions, scripts, and resou=
rces that an LLM can load to perform tasks. First introduced by Claude in 2=
025, this article <a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZA1LQ4FHnXfNYiHqVJe=
fPH5WkCIR7voSqqyMN9kvJ6oH62uyAM76hcUDwJhWd3vOPCg=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
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>creates an Agent Skill</a> for a PDF parser.</li>
<li style=3D"padding-left: 0px; margin-left: 0px; margin-bottom: 13px;"><a =
href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZfuW4WqKlFY-zfLp8-n=
IsSW0XA62BB54hPT55wOhfcqOZ6vUwqdH5vCnKhqu4z2fcaE=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
>LangSmith is a platform</a> for instrumenting, debugging, evaluating, and =
monitoring LLM apps to overcome these challenges and provide end-to-end vis=
ibility into your agent's behavior. In this tutorial, we will go through a =
typical agent reliability loop: instrumenting an agent with tracing, debugg=
ing agent runs automatically and manually, evaluating its performance, iter=
ating on prompts, and finally, monitoring the agent in production.</li>
<li style=3D"padding-left: 0px; margin-left: 0px; margin-bottom: 13px;">A t=
rue step forward for open-source video generation, LTX-2 is undoubtedly the=
 most powerful video generation technology ever open-sourced. In this tutor=
ial, we will walk through <a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZAw2hU1xCRphsQyYMis=
Wiq9qxB5qqF4DvH2f85JcMp2hUxNnOjKEWCDA47j4dTKk_3g=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
>how LTX-2 works</a> by exploring its architectural pipeline, then show how=
 to run LTX-2 on DigitalOcean Gradient using the ComfyUI.</li>
<li style=3D"padding-left: 0px; margin-left: 0px; margin-bottom: 13px;">Ver=
cel's slick Git-based deploys and edge functions have made it a frontend fa=
vorite, but it's not the only option. Compare <a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZFNhB1igr1zfOKX4YrV=
KaPTQ-IaCmeBz-SYP1oT6yCHNMaI4dwOwmvxYyy_grNPjlG0=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
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>Vercel alternatives</a>, including DigitalOcean App Platform, with breakdo=
wns of CI/CD workflows, scaling, and pricing.</li>
<li style=3D"padding-left: 0px; margin-left: 0px; margin-bottom: 13px;">Nee=
d to store petabytes of unstructured data without blowing your budget on eg=
ress fees? Check out these <a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZCFo6kWOr28hNpmEz53=
ztKAeYPLncHEZB9YfPFazKwprCN3-0az5HPDKUtRVMFvISz0=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
>object storage solutions</a>=E2=80=94we compare S3 compatibility, pricing =
models, zero-egress options, and AI/ML pipeline integration across provider=
s from hyperscalers to lean alternatives.</li>
<li style=3D"padding-left: 0px; margin-left: 0px; margin-bottom: 24px;">Cho=
osing a VPS provider shapes everything from deployment speed to long-term c=
osts. <a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZE3e1yQTq6ZE1TIFL9b=
bwAssFNM4D03BtTJXLb4if42-iaCsRjzVW3ZK8GHvumJj-tY=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
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>DigitalOcean vs AWS Lightsail</a> breaks down pricing transparency, egress=
 fees, performance consistency, and support tiers to help you decide which =
platform fits your workload.</li>
</ul>
</div>
</div>
</div></td>
</tr>
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</tbody>
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</div>
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</div></td>
</tr>
</tbody>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
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<tr>
<td align=3D"center">
<!--[if mso | IE]><table align=3D"center" border=3D"0" cellpadding=3D"0" ce=
llspacing=3D"0" class=3D"block-grid-outlook" style=3D"width:600px;" width=
=3D"600" ><tr><td style=3D"line-height:0px;font-size:0px;mso-line-height-ru=
le:exactly;"><![endif]-->
<div style=3D"background:#E1EBFD;background-color:#E1EBFD;margin:0 auto;max=
-width:600px;">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#E1EBFD;width:100%;">
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<tr>
<td style=3D"font-size:0px;padding:0px 10px 0px 10px;text-align:center;vert=
ical-align:top;mso-padding-alt:0px 25px 0px 25px;" class=3D"block-grid padd=
ing-0px-25px-0px-25px">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" width=3D"100%">
<tbody>
<tr>
<td style=3D"background-color:#FFFFFF;line-height:0;font-size:0;direction:l=
tr;border-radius:20px 20px 0px 0px;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
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line-height:0;text-align:left;display:inline-block;width:100%;direction:ltr=
;vertical-align:top;">
<!--[if mso | IE]><table role=3D"presentation" border=3D"0" cellpadding=3D"=
0" cellspacing=3D"0"><tr><td style=3D"vertical-align:top;width:550px;" ><![=
endif]-->
<div class=3D"mj-column-per-100 mj-outlook-group-fix" style=3D"font-size:0p=
x;text-align:left;direction:ltr;display:inline-block;vertical-align:top;wid=
th:100%;">
<table border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentatio=
n" style=3D"border-radius:0px;vertical-align:top;" width=3D"100%">
<tbody>
<tr>
<td class=3D"padding-30px-20px-5px-20px text-container" style=3D"font-size:=
0px;padding:30px 0px 5px 20px;word-break:break-word;mso-padding-alt:30px 20=
px 5px 20px;text-align:left;">
<div class=3D"mktEditable" id=3D"ktext-mxo3mgpgg" style=3D"font-family:'Pro=
xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
t:normal;letter-spacing:none;line-height:1.4;text-align:left;mso-line-heigh=
t-alt:1.375em;color:#031B4E;">
<div class=3D"links-0080FF">
<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#031B4E;">
<p style=3D"margin: 0 0 0px 0;"><strong>Video tutorials</strong></p>
</div>
</div>
</div></td>
</tr>
</tbody>
</table>
</div>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" ro=
le=3D"presentation" style=3D"background-color:#F3F5F9;width:100%;" class=3D=
"section">
<tbody>
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text-align:left;mso-line-height-alt:1.375em;color:#000000;">
<p style=3D"margin: 0 0 0px 0;"><a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZQSQDsA8Bm24vYcQnqj=
GxGeIKkPYVb4oNYPQUGQAbIhUQxuMAmd1NMJPuNHE5IwARqA=3D" target=3D"_blank" rel=
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><strong>How AI models run on GPUs (CUDA vs. ROCm)</strong></a><br>Ever won=
dered how your Python code actually runs on a GPU? This video breaks down t=
he AI compute stack=E2=80=94the layers of technology that transform your hi=
gh-level PyTorch commands into calculations running on thousands of GPU cor=
es. Whether you've heard of NVIDIA's CUDA or AMD's ROCm but never understoo=
d what they actually do, this explainer will give you the complete picture =
from silicon to Python.</p>
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<p style=3D"margin: 0 0 0px 0;"><strong>Product updates</strong></p>
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5px;word-break:break-word;text-align:left;">
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xima Nova', Arial, Helvetica, Calibri, sans-serif;font-size:16px;font-weigh=
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<div style=3D"font-family:'Proxima Nova', Arial, Helvetica, Calibri, sans-s=
erif;font-size:16px;font-weight:normal;letter-spacing:none;line-height:1.4;=
text-align:left;mso-line-height-alt:1.375em;color:#000000;">
<p style=3D"margin: 0 0 0px 0;"><a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZN05b-9xugbi9m8S2bs=
UsimLaImcSnfkn1CvBONO0TzQMIHp7y26e-gveMaUcfXXxX0=3D" target=3D"_blank" rel=
=3D"noopener" style=3D"color: rgb(0, 105, 255); text-decoration: underline;=
"
><strong>GPU Droplets accelerated by NVIDIA HGXTM B300 are coming soon</str=
ong></a><br>Featuring 7X more AI compute than NVIDIA Hopper platforms, 2.1T=
B of HBM3e memory, and high-performance networking integration with NVIDIA =
ConnectX-8 SuperNICs, Blackwell Ultra delivers breakthrough performance on =
the most complex workloads from agentic systems and reasoning, to real-time=
 video generation. <a href=3D
"https://waves.digitalocean.com/MTEzLURUTi0yNjYAAAGfmmYcZMHnLV0L-St6gi-P2s4=
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B300.</p>
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