license / index.html
christopher's picture
Fix typo (#4)
45d2e66
<html>
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content: "\0025cf "
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content: "\0025cf "
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content: "\0025cb "
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content: "\0025a0 "
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<body>
<p class="c18 c31"><span class="c15 c6">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</span></p>
<p class="c18"><span class="c6 c38">BigScience RAIL </span><span class="c6 c38">License</span><span
class="c6 c15">&nbsp;v1.0</span></p>
<p class="c18"><span class="c19 c6 c24">dated May 19, 2022</span></p>
<p class="c3"><span class="c9 c8"></span></p>
<p class="c18"><span class="c19 c6 c24">Download as <a
href="https://huggingface.co/spaces/bigscience/license/raw/main/BLOOMLICENSE.txt" download> .txt </a>,
<a href="https://huggingface.co/spaces/bigscience/license/raw/main/BLOOMLICENSE.docx" download> .docx </a>,
or <a href="https://huggingface.co/spaces/bigscience/license/raw/main/BLOOMLICENSE.html" download>
.html</a></span></p>
<p class="c3"><span class="c9 c8"></span></p>
<p class="c3"><span class="c9 c8"></span></p>
<p class="c27"><span class="c8">This is a license (the &ldquo;</span><span class="c6">License</span><span
class="c8">&rdquo;) between you (&ldquo;</span><span class="c6">You</span><span class="c8">&rdquo;) and the
parti</span><span class="c8">cipants of BigScience (&ldquo;</span><span class="c6">Licensor</span><span
class="c8">&rdquo;).</span><span class="c8">&nbsp;</span><span class="c8">Whereas the Apache 2.0 license was
applicable to resources used to develop the </span><span class="c6">Model</span><span class="c8">, the
licensing conditions have been modified for the access and distribution of the</span><span
class="c6">&nbsp;Model</span><span class="c8">. This has been done to further BigScience&rsquo;s aims of
promoting not just open-access to its artifacts, but also a responsible use of these artifacts. Therefore,
this Responsible AI License (</span><span class="c8 c32"><a class="c23"
href="https://www.google.com/url?q=https://www.licenses.ai/&amp;sa=D&amp;source=editors&amp;ust=1653063807312272&amp;usg=AOvVaw0rXfyCPiMKwuMQeev20LJx">RAIL</a></span><span
class="c8">)</span><sup class="c8"><a href="#ftnt1" id="ftnt_ref1">[1]</a></sup><span class="c8">&nbsp;aims
at having an</span><span class="c8">&nbsp;open and permissive character while striving for responsible use
of the </span><span class="c6">Model</span><span class="c8">.</span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c18"><span class="c6">Section</span><span class="c6">&nbsp;I: PREAMBLE</span></p>
<p class="c3"><span class="c9 c8"></span></p>
<p class="c27"><span class="c1 c5">BigScience is a collaborative open innovation project aimed at the responsible
development and use of large multilingual datasets and Large Language Models (&ldquo;</span><span
class="c6 c5 c7">LLM</span><span class="c1 c5">&rdquo;),</span><span class="c1 c5">&nbsp;as well as, the
documentation of best practices and tools stemming from this collaborative effort. Further, BigScience
participants wish to promote collaboration and sharing of research artifacts - including the </span><span
class="c6 c7 c5">Model</span><span class="c1 c19 c5">&nbsp;- for the benefit of society, pursuant to this
License.</span></p>
<p class="c3"><span class="c1 c19 c5"></span></p>
<p class="c27"><span class="c1 c5">The development and use of LLMs, and broadly artificial intelligence
(&ldquo;</span><span class="c6 c7 c5">AI</span><span class="c1 c5 c19">&rdquo;), does not come without
concerns. The world has witnessed how just a few companies/institutions are able to develop LLMs, and
moreover, how Natural Language Processing techniques might, in some instances, become a risk for the public
in general. Concerns might come in many forms, from racial discrimination to the treatment of sensitive
information. </span></p>
<p class="c3"><span class="c1 c19 c5"></span></p>
<p class="c27"><span class="c1 c5">BigScience believes in the intersection between open and responsible AI
development, thus, </span><span class="c1 c5">this License aims to strike a balance between both in order to
enable responsible open-science for large languag</span><span class="c1 c19 c5">e models and future NLP
techniques. </span></p>
<p class="c11"><span class="c1 c5">This License go</span><span class="c1 c5">verns the use of </span><span
class="c1 c5 c21">the BigScience BLOOM </span><span class="c1 c5 c21">m</span><span
class="c1 c5 c21">odel</span><span class="c1 c5 c21">s</span><span class="c1 c5">&nbsp;</span><span
class="c1 c5">(</span><span class="c1 c5">and their derivatives) and is informed by both the </span><span
class="c1 c5">BigScience Ethical Charter and the model cards associated with the BigScience BLOOM models.
</span><span class="c1 c5">BigScience has set forth its Ethical Charter representing the values of &nbsp;its
community. Although the BigScience community does not aim to impose its values on potential users of
this</span><span class="c1 c5">&nbsp;</span><span class="c6 c7 c5">Model</span><span class="c1 c5">, it is
determined </span><span class="c1 c5 c21">to take tangible steps towards protecting the community from
inappropriate uses of the work being developed by BigScience.</span></p>
<p class="c11"><span class="c1 c5">Furthermore, the model cards for the BigScience BLOOM models will inform the user
about the limitations of the </span><span class="c6 c7 c5">Model</span><span class="c1 c19 c5">, and thus
serves as the basis of some of the use-based restrictions in this License (See Part II).</span></p>
<p class="c3"><span class="c19 c8 c5 c41"></span></p>
<p class="c18 c20"><span class="c9 c6"></span></p>
<p class="c27"><span class="c6">NOW THEREFORE</span><span class="c9 c8">, You and Licensor agree as follows:</span>
</p>
<p class="c3"><span class="c9 c8"></span></p>
<p class="c27"><span class="c9 c6">1. Definitions </span></p>
<p class="c3"><span class="c9 c6"></span></p>
<ol class="c4 lst-kix_o12c65tpuwmu-0 start" start="1">
<li class="c0 c10 li-bullet-0"><span class="c8">&quot;</span><span class="c6">License</span><span
class="c8">&quot; shall mean the terms and conditions for use, reproduction, and Distribution as defined
</span><span class="c8">in </span><span class="c9 c8">this document.</span></li>
<li class="c11 c10 li-bullet-0"><span class="c6 c7 c5">&ldquo;</span><span class="c6 c7 c5">Data&rdquo;
</span><span class="c1 c5">means </span><span class="c1 c5">a collection of texts extracted from the
BigScience Corpus</span><span class="c1 c5">&nbsp;used with the Model, including to train, pretrain, or
otherwise evaluate the Model. The Data is not licensed under this License. </span><span
class="c1 c5">The </span><span class="c1 c5">BigScience Corpus is a collection of existing sources of
language data documented on the BigScience website.</span></li>
<li class="c11 c10 li-bullet-0"><span class="c6">&ldquo;Output&rdquo;</span><span class="c8">&nbsp;means the
results of operating a Model as embodied </span><span class="c8">in </span><span
class="c8">informational content resulting therefrom.</span></li>
<li class="c0 c10 li-bullet-0"><span class="c1 c5">&ldquo;</span><span class="c6 c7 c5">Model</span><span
class="c1 c5">&rdquo;</span><span class="c1 c5">&nbsp;means </span><span class="c1 c5">any </span><span
class="c1 c5">accompanying</span><span class="c1 c5">&nbsp;machine-learning based </span><span
class="c1 c5">assemblies</span><span class="c1 c5">&nbsp;(including checkpoints),</span><span
class="c1 c5">&nbsp;consisting of learnt weights, parameters (including optimizer states), corresponding
to the BigScience BLOOM model architecture as embodied in the Complementary Material, that have been
trained or tuned, in whole or in part, on the </span><span class="c1 c5">Data using the Complementary
Material</span><span class="c1 c5">. </span></li>
<li class="c0 c10 li-bullet-0"><span class="c6 c7 c5">&ldquo;Derivatives of the Model</span><span
class="c1 c5">&rdquo; </span><span class="c1 c5">means all modifications to the Model, works based on
the Model, or any other model which is created or initialized by transfer of patterns of the weights,
</span><span class="c1 c5">parameters, </span><span class="c1 c5">activations or output of the Model, to the
other model, in order to cause the other model to perform similarly to the Model,</span><span
class="c1 c5">&nbsp;incl</span><span class="c1 c5">uding - but not limited to - distillation methods
entailing the use of intermediate data representations or methods based on the generation of synthetic
data by the Model for training the other model.</span></li>
<li class="c11 c10 li-bullet-0"><span class="c1">&ldquo;</span><span class="c6 c7">Complementary
Material</span><span class="c1">&rdquo; shall mean the accompanying </span><span class="c1">source
code</span><span class="c1">&nbsp;and </span><span class="c1">scripts used to define, run, load,
benchmark or evaluate the Model, and used </span><span class="c1">to prepare data</span><span
class="c1">&nbsp;for training or evaluation. This includes any accompanying documentation</span><span
class="c1">, tutorials, examples etc.</span></li>
<li class="c11 c10 li-bullet-0"><span class="c6 c7 c5">&ldquo;Distribution&rdquo;</span><span
class="c1 c5">&nbsp;means any transmission, reproduction, publication or other sharing of the Model or
Derivatives of the Model to a third party, including providing the Model as a hosted service made
available by electronic or other remote means - e.g. API-based or web</span><span
class="c1 c5 c26">&nbsp;</span><span class="c1 c5">access. </span></li>
<li class="c11 c10 li-bullet-0"><span class="c1">&ldquo;</span><span class="c6 c7">Licensor</span><span
class="c1">&rdquo; means the </span><span class="c8 c21 c25">copyright owner</span><span
class="c8 c21 c25">&nbsp;or entity authorized by the copyright owner </span><span
class="c8 c21 c25">that is granting the License, including </span><span class="c1">the persons or
entities that may have rights in the Model and/or distributing the Model.</span></li>
<li class="c0 c10 li-bullet-0"><span class="c8">&quot;</span><span class="c6">You</span><span class="c8">&quot;
(or &quot;</span><span class="c6">Your</span><span class="c9 c8">&quot;) shall mean an individual or
Legal Entity exercising permissions granted by this License and/or making use of the Model for whichever
purpose and in any field of use, including usage of the Model in an end-use application - e.g. chatbot,
translator.</span></li>
<li class="c0 c10 li-bullet-0"><span class="c8">&ldquo;</span><span class="c6">Third Parties</span><span
class="c9 c8">&rdquo; means individuals or legal entities that are not under common control with
Licensor or You.</span></li>
<li class="c11 c10 li-bullet-0"><span class="c8">&quot;</span><span class="c6">Contribution</span><span
class="c8">&quot; shall mean any work of authorship, including the original version of the Model and any
modifications or additions to that Model or Derivatives of the Model thereof, that is intentionally
submitted to Licensor for inclusion in the Model by the copyright owner or by an individual or Legal
Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition,
&ldquo;</span><span class="c6">submitted</span><span class="c8">&rdquo; means any form of electronic,
verbal, or written communication sent to the Licensor or its representatives, including but not limited
to communication on electronic mailing lists, source code control systems, and issue tracking systems
that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the
Model, but excluding communication that is conspicuously marked or otherwise designated in writing by
the copyright owner as &quot;</span><span class="c6">Not a Contribution.</span><span
class="c9 c8">&quot; </span></li>
<li class="c11 c10 li-bullet-0"><span class="c8">&quot;</span><span class="c6">Contributor</span><span
class="c8">&quot;</span><span class="c8">&nbsp;shall mean Licensor and any individual or Legal Entity on
behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the
Model.</span></li>
</ol>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c18"><span class="c6">Section</span><span class="c6">&nbsp;II: INTELLECTUAL PROPERTY RIGHTS</span></p>
<p class="c0"><span class="c8">Both copyright and patent grants apply to the Model, Derivatives of the Model and
</span><span class="c8">Complementary Material.</span><span class="c8">&nbsp;The </span><span
class="c1 c5">Model and Derivatives of the Model are subject to additional terms as described in Section
III.</span></p>
<p class="c0"><span class="c6">2. Grant of Copyright License</span><span class="c8">. Subject to the terms and
conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive,
no-charge, royalty-free, irrevocable copyright license to </span><span class="c1 c5">reproduce, prepare,
</span><span class="c1 c5">publicly display</span><span class="c1 c5">, </span><span class="c1 c5">publicly
perform</span><span class="c1 c5">, sublicense, and distribute the </span><span class="c1 c5">Complementary
Material</span><span class="c1 c5">, the Model, and Derivatives of the Model.</span></p>
<p class="c0"><span class="c6">3. Grant of Patent License</span><span class="c8">. Subject to the terms and
conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive,
no-charge, royalty-free, irrevocable (except as stated </span><span class="c8">in this
paragraph)</span><span class="c9 c8">&nbsp;patent license to make, have made, use, offer to sell, sell,
import, and otherwise transfer the Model and the Complementary Material, where such license applies only to
those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s)
alone or by combination of their Contribution(s) with the Model to which such Contribution(s) was submitted.
If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit)
alleging that the Model and/or Complementary Material or a Contribution incorporated within the Model and/or
Complementary Material constitutes direct or contributory patent infringement, then any patent licenses
granted to You under this License for the Model and/or Work shall terminate as of the date such litigation
is filed.</span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c18"><span class="c6">Section</span><span class="c9 c6">&nbsp;III: CONDITIONS OF USAGE, DISTRIBUTION AND
REDISTRIBUTION</span></p>
<p class="c18 c20"><span class="c9 c6"></span></p>
<p class="c0"><span class="c6">4. Distribution and </span><span class="c6">Redistribution</span><span
class="c8">.</span><span class="c9 c8">&nbsp;You may host for Third Party remote access purposes (e.g.
software-as-a-service), reproduce and distribute copies of the Model or Derivatives of the Model thereof in
any medium, with or without modifications, provided that You meet the following conditions:</span></p>
<ol class="c4 lst-kix_g3jk1pagzpg-0 start" start="1">
<li class="c0 c10 li-bullet-0"><span class="c8">Use-based restrictions as referenced in </span><span
class="c8">paragraph</span><span class="c8">&nbsp;5 </span><span class="c1 c5">MUST be included as an
enforceable provision by You in any type of legal agreement (e.g. a license) governing the use and/or
distribution of the Model or Derivatives of the Model, and You shall give notice to subsequent users You
Distribute to, that the Model or Derivatives of the Model are subject to </span><span
class="c8">paragraph</span><span class="c1 c5">&nbsp;5. </span><span class="c6 c7 c5">This provision
does not apply to the use of Complementary Material.</span></li>
<li class="c0 c10 li-bullet-0"><span class="c9 c8">You must give any Third Party recipients of the Model or
Derivatives of the Model a copy of this License; </span></li>
<li class="c0 c10 li-bullet-0"><span class="c8 c9">You must cause any modified files to carry prominent notices
stating that You changed the files; </span></li>
<li class="c0 c10 li-bullet-0"><span class="c8">You must retain all copyright, patent, trademark, and
attribution notices excluding those notices that do not pertain to any part of the Model, Derivatives of
the Model</span><span class="c9 c8">.</span></li>
</ol>
<p class="c0"><span class="c8">You may add Your own copyright statement to Your modifications and may provide
additional or different license terms and conditions </span><span class="c8">- </span><span
class="c6">respecting </span><span class="c8">paragraph</span><span class="c6">&nbsp;4.a. </span><span
class="c8">-</span><span class="c9 c8">&nbsp;for use, reproduction, or Distribution of Your modifications,
or for any such Derivatives of the Model as a whole, provided Your use, reproduction, and Distribution of
the Model otherwise complies with the conditions stated in this License.</span></p>
<p class="c11"><span class="c6">5. Use-based rest</span><span class="c6">rictions.</span><span
class="c6 c7 c5">&nbsp;</span><span class="c1 c5">The restrictions set forth in Attachment A are considered
Use-based restrictions.</span><span class="c1 c5">&nbsp;Therefore You cannot use the Model and the
Derivatives of the Model for the specified restricted uses.</span><span class="c1 c5">&nbsp;</span><span
class="c1 c5">You may use the Model subject to this License, including only for lawful purposes and in
accordance with the License. </span><span class="c6 c7 c5">Use</span><span class="c1 c5">&nbsp;may include
creating any content with, finetuning, updating, running, training, evaluating and/or reparametrizing the
Model. </span><span class="c1 c5">You shall require al</span><span class="c1 c5">l of Your users who use the
Model or a Derivative of the Model to comply with the terms of this </span><span
class="c8">paragraph</span><span class="c1 c5">&nbsp;(</span><span class="c8">paragraph</span><span
class="c1 c5">&nbsp;5).</span><span class="c1 c5">&nbsp;</span></p>
<p class="c11"><span class="c6">6. &nbsp;The Output You Generate. </span><span class="c8">Except as set forth
herein, Licensor claims no rights in the Output You generate using the Model. You are accountable for the
Output you generate and its </span><span class="c8">subsequent uses</span><span class="c8">. </span><span
class="c9 c8">No use of the output can contravene any provision as stated in the License. </span></p>
<p class="c11 c20"><span class="c9 c8 c34"></span></p>
<p class="c16"><span class="c6">Section</span><span class="c9 c6">&nbsp;IV: OTHER PROVISIONS</span></p>
<p class="c11"><span class="c6">7. Updates and Runtime Restrictions. </span><span class="c8">To the maximum extent
permitted by law, Licensor reserves the right to restrict (remotely or otherwise) usage of the Model in
violation of this License, update the Model through electronic means, or modify the Output of the Model
based on updates. You shall undertake reasonable efforts to use the latest version of the Model.</span></p>
<p class="c11"><span class="c6">8</span><span class="c6">. Trademarks and related.</span><span
class="c9 c8">&nbsp;Nothing in this License permits You to make use of Licensors&rsquo; trademarks, trade
names, logos or to otherwise suggest endorsement or misrepresent the relationship between the parties; and
any rights not expressly granted herein are reserved by the Licensors.</span></p>
<p class="c11"><span class="c6">9</span><span class="c6">. Disclaimer of Warranty</span><span class="c8">. Unless
required by applicable law or agreed to in writing, Licensor provides the Model and the </span><span
class="c1 c5">Complementary Material</span><span class="c8">&nbsp;</span><span class="c8">(and each
Contributor provides its Contributions) on an &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE,
NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for
determining the appropriateness of using or redistributing the Model, Derivatives of the Model, and the
</span><span class="c1 c5">Complementary Material</span><span class="c9 c8">&nbsp;and assume any risks
associated with Your exercise of permissions under this License.</span></p>
<p class="c11"><span class="c6">10</span><span class="c6">. Limitation of Liability</span><span class="c8">. In no
event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless
required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall
any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or
consequential damages of any character arising as a result of this License or out of the use or inability to
use the Model and the </span><span class="c1 c5">Complementary Material</span><span
class="c9 c8">&nbsp;(including but not limited to damages for loss of goodwill, work stoppage, computer
failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has
been advised of the possibility of such damages.</span></p>
<p class="c11"><span class="c6">11</span><span class="c6">. Accepting Warranty or Additional Liability</span><span
class="c8">. While redistributing the Model, Derivatives of the Model and the </span><span
class="c1 c5">Complementary Material </span><span class="c9 c8">thereof, You may choose to offer, and charge
a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights
consistent with this License. However, in accepting such obligations, You may act only on Your own behalf
and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify,
defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such
Contributor by reason of your accepting any such warranty or additional liability.</span></p>
<p class="c0"><span class="c6">12.</span><span class="c8">&nbsp;If any provision of this License is held to be
invalid, illegal or unenforceable, the remaining provisions shall be unaffected thereby and remain valid as
if such provision had not been set forth herein.</span></p>
<p class="c0"><span class="c9 c8">END OF TERMS AND CONDITIONS</span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c0 c20"><span class="c9 c8"></span></p>
<p class="c21 c40"><span class="c14 c6 c7">Attachment A</span></p>
<h3 class="c21 c30" id="h.3blioxkgzsje"><span class="c6 c7 c39">Use Restrictions</span></h3>
<p class="c11"><span class="c1">You agree not to use the Model or Derivatives of the Model:</span></p>
<ol class="c4 lst-kix_2z7sxuic4qcz-0 start" start="1">
<li class="c2 li-bullet-0"><span class="c14 c1">In any way that violates any applicable national, federal,
state, local or international law or regulation;</span></li>
<li class="c2 li-bullet-0"><span class="c14 c1">For the purpose of exploiting, harming or attempting to exploit
or harm minors in any way;</span></li>
<li class="c2 li-bullet-0"><span class="c14 c1 c21">To generate or disseminate verifiably false information with
the purpose of harming others;</span></li>
<li class="c2 li-bullet-0"><span class="c1">To generate or disseminate </span><span class="c1">personal
identifiable information</span><span class="c1">&nbsp;</span><span class="c8">that can</span><span
class="c8">&nbsp;be used to</span><span class="c8">&nbsp;harm an </span><span
class="c8">individual</span><span class="c1">;</span></li>
<li class="c2 li-bullet-0"><span class="c1 c21">To generate or disseminate information </span><span
class="c1 c21">or content</span><span class="c14 c1 c21">, in any context (e.g. posts, articles, tweets,
chatbots or other kinds of automated bots) without expressly and intelligibly disclaiming that the text
is machine generated; </span></li>
<li class="c2 li-bullet-0"><span class="c1">To defame, disparage or otherwise harass</span><span
class="c1">&nbsp;others</span><span class="c14 c1">;</span></li>
<li class="c2 li-bullet-0"><span class="c1">To </span><span class="c1">impersonate</span><span
class="c14 c1">&nbsp;or attempt to impersonate others;</span></li>
<li class="c2 li-bullet-0"><span class="c14 c1">For fully automated decision making that adversely impacts an
individual&rsquo;s legal rights or otherwise creates or modifies a binding, enforceable
obligation;</span></li>
<li class="c35 li-bullet-0"><span class="c8">For any </span><span class="c8">use intended to or which has the
effect of </span><span class="c8">discriminating against or harming individuals or groups</span><span
class="c8 c12">&nbsp;</span><span class="c8">based on online or offline social behavior or known or
predicted personal or personality characteristics</span></li>
<li class="c2 li-bullet-0"><span class="c8 c21">To exploit any of the vulnerabilities of a specific group of
persons based on their age, social, physical or </span><span class="c8 c21">mental</span><span
class="c8 c21">&nbsp;characteristics, in order to materially distort the behavior of a person pertaining
to that group in a manner that causes or is likely to cause that person or another person physical or
psychological harm;</span></li>
<li class="c2 li-bullet-0"><span class="c8">For any </span><span class="c9 c8">use intended to or which has the
effect of discriminating against individuals or groups based on legally protected characteristics or
categories;</span></li>
<li class="c2 li-bullet-0"><span class="c14 c1">To provide medical advice and medical results interpretation;
</span></li>
<li class="c2 li-bullet-0"><span class="c1">To generate or disseminate information for the purpose to be used
for administration of justice, law enforcement, immigration or asylum processes, such as predicting an
individual will commit fraud/crime commitment (e.g. by text profiling, drawing causal relationships
between assertions made in documents, indiscriminate and </span><span class="c1">arbitrarily</span><span
class="c1">-targeted use).</span></li>
</ol>
<div>
<p class="c20 c22"><span class="c9 c8"></span></p>
</div>
<hr class="c28">
<div>
<p class="c13"><a href="#ftnt_ref1" id="ftnt1">[1]</a><span class="c33">&nbsp;</span><span class="c32 c33"><a
class="c23"
href="https://www.google.com/url?q=https://arxiv.org/pdf/2011.03116.pdf&amp;sa=D&amp;source=editors&amp;ust=1653063807332160&amp;usg=AOvVaw3fuY17BgoLKIrvsomH_gPv">https://arxiv.org/pdf/2011.03116.pdf</a></span><span
class="c17">&nbsp;</span></p>
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